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pw-decide-row/1
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{ "host": "coordinator", "user": "I've been tweaking the error handling in Slim/Error/Renderers/JsonErrorRenderer.php to better handle large payloads. Can you add a check to ensure the response size doesn't exceed a specific threshold before rendering?", "root_count": 1, "posture": "build", "workers_in_flight...
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pw-decide-row/1
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{ "host": "coordinator", "user": "Add a new error variant to `src/error.rs` called `InvalidPattern` and make sure it's used if the regex pattern fails to compile in `src/main.rs`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
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{ "task_id": "8a2b8b77b4955b2c", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:c64ec10de80f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
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pw-decide-row/1
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{ "host": "coordinator", "user": "Run rubocop on the entire lib/thor directory. I know we have strict rules in .rubocop.yml, so just fix the offenses without asking me for permission to change style rules.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
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{ "task_id": "63a64c297389bf97", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:7cfbcd6e2cef", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
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pw-decide-row/1
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{ "host": "coordinator", "user": "Did rubocop pass now?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "list_dir" ], "loaded": [ "command", "command_output", "command_stop", "e...
{ "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": "63a64c297389bf97", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:7cfbcd6e2cef", "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
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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": "Run the full test suite to ensure no regressions.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "list_dir" ], "loaded": [ "command", "command_output"...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "63a64c297389bf97", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:7cfbcd6e2cef", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
4444813d-6987-4313-83a9-f6775eed94c7
4444813d-6987-4313-83a9-f6775eed94c7
efbf1de2-c045-4b49-a54d-7139e206de62
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": "Show me the commit 40a3b87 and summarize what it did.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show to inspect commit 40a3b87 in the okhttp repository", "exact": [ "git_show" ], "after": [], "scores": { "terminal_snapshot": 0, "git_compare": 2, "scan_list": 0, "source_histor...
{ "task_id": "73d69532e7ba39b9", "repo": "okhttp", "split": "train", "archetype": "git_history", "prompt_group": "okhttp:173a2749f683", "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
4483714f-d292-43d6-909a-5a902bd5ce40
4483714f-d292-43d6-909a-5a902bd5ce40
f57ac57c-4a5f-45d0-b61d-407ac4ced970
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": "Achei um erro estranho no `OkHttp.android.kt`. A classe `AndroidPlatform` não está sendo instanciada corretamente. Pode me mostrar a implementação de `AndroidPlatform.kt` e `Android10Platform.kt`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "im...
{ "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": "4884148ca45b1716", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:6a36ddf5eb35", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
4483714f-d292-43d6-909a-5a902bd5ce40
4483714f-d292-43d6-909a-5a902bd5ce40
dce0b849-76f4-4df1-8942-668f6beae18d
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": "Quem chama esses métodos de platform?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "find" ], "loaded": [ "find", "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "4884148ca45b1716", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:6a36ddf5eb35", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
4483714f-d292-43d6-909a-5a902bd5ce40
4483714f-d292-43d6-909a-5a902bd5ce40
d35e6779-90fb-43a3-94cd-5c0f67872645
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": "Verifica se `PlatformRegistry` tem os entries corretos.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "find" ], "loaded": [ "find", "grep", "read" ] }
{ "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": "4884148ca45b1716", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:6a36ddf5eb35", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
44a89460-d47c-40ac-969e-38684f46b111
44a89460-d47c-40ac-969e-38684f46b111
1ef9dcce-dd34-4417-b735-3793c238ad52
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 understand the doc generation logic. How do the files in `doc/` actually transform the command structure into markdown or man 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": "cb82b5535b93d54a", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:ed2be0a4fdd3", "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
44a89460-d47c-40ac-969e-38684f46b111
44a89460-d47c-40ac-969e-38684f46b111
f7990f48-1ac7-43d9-a4e7-f41c323b13f8
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": "Explain the role of `doc/util.go` in this process.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "list_dir" ], "loaded": [ "list_dir", "read", "summariz...
{ "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": "cb82b5535b93d54a", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:ed2be0a4fdd3", "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
44a908f4-16a4-4caf-8271-c96f111d2426
44a908f4-16a4-4caf-8271-c96f111d2426
2aa7dc5a-ef01-4784-ab46-6d4cb4e125af
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": "Can you add a type hint to the `Request.hooks` attribute in `src/requests/models.py`? I want to make sure it matches the documentation we added recently.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit tool to change a line in src/requests/models.py", "exact": [ "edit" ], "after": [], "scores": { "fetch_url": 0, "delete": 0, "extract_archive": 0, "git_stash_list": 0, "secret...
{ "task_id": "2b1f6cdc687ce73a", "repo": "requests", "split": "train", "archetype": "commit", "prompt_group": "requests:6e48e18cb6fb", "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
44a908f4-16a4-4caf-8271-c96f111d2426
44a908f4-16a4-4caf-8271-c96f111d2426
a97f5b72-62f0-4412-8250-fe60f187edee
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": "Thanks. Now create a new branch called `feature/type-annotations` and commit this change with a descriptive message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", ...
{ "tools": [ "command", "git_checkout", "git_commit", "git_diff", "git_status" ], "requests": [ { "need": "git_diff, git_status, git_branches, and git_commit tools to create a branch, stage the change, and commit it", "exact": [ "git_branches", "git_commit", ...
{ "task_id": "2b1f6cdc687ce73a", "repo": "requests", "split": "train", "archetype": "commit", "prompt_group": "requests:6e48e18cb6fb", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
4513f7f3-a7bd-4e15-9a73-c7381939591c
4513f7f3-a7bd-4e15-9a73-c7381939591c
2a3dde2d-48f7-4b51-b061-44d0a4e06fc1
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": "Update CONTRIBUTING.md to include a section on our testing standards. Mention that we use PHPUnit and that developers should run the tests using the existing configuration in phpunit.xml.dist before submitting a PR.", "root_count": 1, "posture": "build", "workers_in_flight": ...
{ "tools": [ "edit", "replace_lines", "write" ], "requests": [ { "need": "write to files and edit existing files", "exact": [ "edit", "write" ], "after": [ "write" ], "scores": { "git_log": 0, "page_open": 0, "git_...
{ "task_id": "56571be55c1fa670", "repo": "slim", "split": "train", "archetype": "docs", "prompt_group": "slim:bd5132d6365c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
454e53e0-40da-4290-82c9-9465cc88bc69
454e53e0-40da-4290-82c9-9465cc88bc69
3a6f3758-08da-4cb9-b2d4-7cdd7818b357
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": "Hey, kurze Frage zu `flask/testing.py`. Ich nutze `FlaskClient` in meinen Tests. Wenn ich einen Request mit `client.get('/test')` starte und die Antwort einen Statuscode 500 hat, bekomme ich im Test keine Details darüber, warum der Server 500 zurückgegeben hat (außer im Log). Ist d...
{ "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": "e955786e6c72a18d", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:97ce185df89e", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
45647f31-50cb-438a-be34-63a10c24ef0c
45647f31-50cb-438a-be34-63a10c24ef0c
532faa22-2f33-4fc3-a472-85e093f51efe
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": "We need to add a new dependency for something that handles specialized shell output formatting. Look at how shell_completions.go handles completions currently and suggest where a new utility library would fit best.", "root_count": 1, "posture": "build", "workers_in_flight": 0...
{ "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": "2d31af1209f1f753", "repo": "cobra", "split": "train", "archetype": "dependencies", "prompt_group": "cobra:33e5468ff6ec", "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
24
4566ecc1-8b7b-42c6-ad66-f0336ddfa29d
4566ecc1-8b7b-42c6-ad66-f0336ddfa29d
84465c76-5f28-40f6-ae2c-4b563cde6cdc
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm using the `typed_path` macro in `axum-macros`. I defined a path `/users/{id}` and I want to extract a `u64`. If the user sends `/users/not-a-number`, what happens? Does it automatically reject the request with a 400 Bad Request, or do I need to handle the parsing error manually...
{ "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": "2f1e9481b378f6da", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:e809898f3ee3", "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
23
456b877d-016f-4235-b2cc-09c82881037e
456b877d-016f-4235-b2cc-09c82881037e
e0d1c80c-de1b-4e5f-a218-28c3cf02b815
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": "In `lib/core/dispatchRequest.js`, how exactly do the request interceptors get executed relative to the actual HTTP adapters (like `xhr.js` or the http adapter)? I'm trying to understand if I can short-circuit the entire request before it hits the network layer, or if the chain alwa...
{ "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": "3ce8315ea93d7a31", "repo": "axios", "split": "train", "archetype": "question", "prompt_group": "axios:fe9baa72ddc1", "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
66c9bdf4-d7c7-4014-9eba-69ad1a80d5f7
457106a4-f1f8-4314-a74b-e3b65afa7f75
7fda797f-2f60-4554-bcc4-f9d026ecaf1d
worker
implement
dc3bf9215aac8877
okhttp
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 following files: PlatformRegistry.kt, AndroidPlatform.kt, Jdk9Platform.kt, and InsecureAndroidTrustManager.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": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "6b0fbb8c3d23a420", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:3c160490c241", "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
5
45b99d42-2c6d-4bc6-8b41-8c4a135e90c2
45b99d42-2c6d-4bc6-8b41-8c4a135e90c2
2882980b-2e6f-4ede-b452-6bf97c53ccf9
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me a diff of what changed in the repo today. I want to see the files modified by me and my teammates in the last 24 hours.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log" ], "requests": [ { "need": "git_log and git_diff to show commits and changes from today", "exact": [ "git_diff", "git_log" ], "after": [], "scores": { "git_merge": 0, "page_act": 0, "delete": 0, ...
{ "task_id": "3554a273227b1084", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:04a16fade667", "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
45b99d42-2c6d-4bc6-8b41-8c4a135e90c2
45b99d42-2c6d-4bc6-8b41-8c4a135e90c2
5e9d37dc-c592-47ac-9675-eaeccc0c539e
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": "Filter that list to only include changes in the `tests/` directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_log", "git_diff", "request_tools" ], "loaded": [ "git_diff", ...
{ "tools": [ "git_diff", "git_log" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": ...
{ "task_id": "3554a273227b1084", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:04a16fade667", "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
45b99d42-2c6d-4bc6-8b41-8c4a135e90c2
45b99d42-2c6d-4bc6-8b41-8c4a135e90c2
9ef8407b-60b7-4e9a-877b-0657e4449910
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": "Summarize the key changes in a bullet-point list for the daily standup notes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_diff", "git_log", "request_tools" ], "loaded": [ "gi...
{ "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": "3554a273227b1084", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:04a16fade667", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
45be2f12-42fb-4caa-aee3-200f1ce4b829
45be2f12-42fb-4caa-aee3-200f1ce4b829
62cbd2ea-b2dd-4eee-bae9-9511b78d0acb
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": "Analizza i file che ho modificato e dividi il lavoro in commit logici. Scrivi dei messaggi di commit chiari seguendo le convenzioni del repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "git status to see modified files", "exact": [], "after": [ "git_status", "git_diff" ], "scores": { "page_open": 0, "scan_summary": 0, "chown": 0, ...
{ "task_id": "d37a994c9577c2f4", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:1373449fbac9", "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
7
45d958ad-dd90-4617-9e85-45ce8a2f7e3d
45d958ad-dd90-4617-9e85-45ce8a2f7e3d
aef1e8b4-e053-4e60-9c8a-7a77b91a2e50
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": "Can you explain the purpose of `lib/helpers/composeSignals.js`? I'm trying to see how it manages multiple AbortSignals.", "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": "d19393ee96798881", "repo": "axios", "split": "train", "archetype": "explain_code", "prompt_group": "axios:6a39218338e1", "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
21
461c6097-2e0a-4647-b8c0-86b84e074867
461c6097-2e0a-4647-b8c0-86b84e074867
ffc56b56-ac85-4422-b675-29b62b3d69e8
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Run the benchmark suite. I want to compare performance against the version before the morgan update just to be safe before we merge.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "git_log, command", "exact": [ "command", "git_log" ], "after": [ "git_log" ], "scores": { "wc": 0, "move": 0, "git_checkout": 1, "git_blame": 1, "command_output": 4, ...
{ "task_id": "2414db604cb987cd", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:b24481e955d5", "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
9
462a84b0-73ae-4e93-ae69-c09c80ad55ca
462a84b0-73ae-4e93-ae69-c09c80ad55ca
ced77526-b32c-48ab-9a3f-7547fa2b98cc
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
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 `Json` extractor is failing with `422 Unprocessable Entity` even though the JSON is valid. The error message says \"missing field `username`\" but the field is present in the request. \n\nRequest body:\n```json\n{\n \"username\": \"test\"\n}\n```\n\nStruct:\n```rust\n#[derive(...
{ "tools": [], "requests": [ { "need": "edit — to replace a span in axum/src/extract/rejection.rs with a new error type implementation", "exact": [ "edit" ], "after": [ "command" ], "scores": { "view_image": 0, "mkdir": 0, "write": 3, ...
{ "task_id": "b3c648966c764e8d", "repo": "axum", "split": "train", "archetype": "bugfix", "prompt_group": "axum:942ba27637b1", "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
13
46ac8369-9875-4989-a391-5059a2406bcd
46ac8369-9875-4989-a391-5059a2406bcd
872f8a83-935a-440d-9260-7fb43c896946
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": "Verschiebe bitte alle Dateien aus dem Verzeichnis `extras/src/main/java/com/google/gson/interceptors/` in ein neues Unterverzeichnis `extras/src/main/java/com/google/gson/interceptors/internal/`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "tools": [ "command", "delete", "mkdir", "write" ], "requests": [ { "need": "command tool to execute file moves", "exact": [ "command" ], "after": [ "command" ], "scores": { "survey_repo": 0, "git_ref": 0, "code_rewr...
{ "task_id": "30e7e4a83ec7bdcf", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:b4a09dd99e0c", "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
16
46ac8369-9875-4989-a391-5059a2406bcd
46ac8369-9875-4989-a391-5059a2406bcd
6f3e43c1-d825-467c-afad-5d74661b44a6
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": "Vergiss nicht, die `package`-Deklarationen in den verschobenen Dateien anzupassen, damit sie zum neuen Pfad passen.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "command", "req...
{ "tools": [ "edit" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-rec...
{ "task_id": "30e7e4a83ec7bdcf", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:b4a09dd99e0c", "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
7
46e758d2-cc88-4107-bd27-9d3ded9a611d
46e758d2-cc88-4107-bd27-9d3ded9a611d
97fdfd2b-e8a8-4707-bccc-d39f7209202a
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": "Bitte führe die statische Codeanalyse mit phpstan aus und zeig mir die Ergebnisse.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run phpstan static analysis", "exact": [ "command" ], "after": [], "scores": { "secret_list": 0, "terminal_snapshot": 1, "page_close": 0, "git_compare": 0, "http...
{ "task_id": "28c0dafb7522e714", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:ae630e8c7081", "lang": "de", "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
15
4709da79-043f-4808-aea2-57ee11e5aa8f
4709da79-043f-4808-aea2-57ee11e5aa8f
ea290486-9297-40fc-a230-fcd647e4cf33
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": "Hey, quick question on `JsonArray`. I need to remove an element by index in a tight loop. I see `removeIf` in the codebase. Is the current implementation O(N^2) for list operations? I recall reading a recent commit about this.", "root_count": 1, "posture": "build", "workers_i...
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "git log and git show to investigate commit history and changes in JsonArray.java", "exact": [], "after": [], "scores": { "git_checkout": 0, "jq": 0, "render_view": 0, "edit": 0, ...
{ "task_id": "7ecf9a974f3556b6", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:f1b336d3be3e", "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
47444c37-1ec2-43bb-b542-39eaa7f4ff18
47444c37-1ec2-43bb-b542-39eaa7f4ff18
b87890d8-be33-4707-975b-6e2a781e145e
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": "Show me the commit where the QUERY method support was added.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git_blame and git_log to trace code history", "exact": [ "git_blame", "git_log" ], "after": [], "scores": { "secret_revoke": 0, "wc": 0, "terminal_snapshot": 0, "restore_versi...
{ "task_id": "d2f5831cff100a8e", "repo": "gin", "split": "train", "archetype": "git_history", "prompt_group": "gin:0b8106408031", "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
25
47444c37-1ec2-43bb-b542-39eaa7f4ff18
47444c37-1ec2-43bb-b542-39eaa7f4ff18
88ec19fa-0764-4709-bed0-88d6a9e5030b
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": "Show the diff for the router changes associated with that feature.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_blame", "request_tools", "grep" ], "loaded": [ "code_rewrite", ...
{ "tools": [ "git_diff", "git_show", "source_history" ], "requests": [ { "need": "git_diff to show the changes in a specific commit", "exact": [ "git_diff" ], "after": [ "git_show" ], "scores": { "http_request": 0, "wc": 0, ...
{ "task_id": "d2f5831cff100a8e", "repo": "gin", "split": "train", "archetype": "git_history", "prompt_group": "gin:0b8106408031", "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
4753fb20-8ad0-4881-8fc6-c0993189f906
4753fb20-8ad0-4881-8fc6-c0993189f906
b6ff521e-3577-4f28-85b1-6e49def7fc49
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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": "Gemäß der Migrationsanleitung von OkHttp 4.x auf 5.x: Muss ich in `okhttp-brotli/src/main/kotlin/okhttp3/brotli/BrotliInterceptor.kt` Änderungen an der Interceptor-Schnittstelle vornehmen?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native...
{ "task_id": "1734255952024995", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:014413671be8", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
47695601-2b1d-485b-8e1d-d080c9e78821
47695601-2b1d-485b-8e1d-d080c9e78821
2dbb7e4b-934b-4e69-a593-3929ee556e29
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 seeing some weird behavior with context copying. Can you check `context.go` and see if `Copy()` correctly handles the `Errors` and `Accepted` fields like the recent fix intended?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_invest...
{ "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": "2804c6ccd8ab30b8", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:952a79047ed5", "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
47695601-2b1d-485b-8e1d-d080c9e78821
47695601-2b1d-485b-8e1d-d080c9e78821
41cef1b4-6218-4a08-8202-a3b087f40a4d
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": "Is there any risk of a race condition when accessing these fields in the copied context?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "summarize", "find" ], "loaded...
{ "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": "2804c6ccd8ab30b8", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:952a79047ed5", "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
477e6096-18a2-467a-9c0d-acd77a3b9aa8
477e6096-18a2-467a-9c0d-acd77a3b9aa8
49bdb748-5f69-4c92-bab7-e109a7cddc0b
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 bump the version in version.go and go.mod for the next release. It's currently 1.11.0, make it 1.12.0. Also, add a release note entry in CHANGELOG.md for this version under a new '## [1.12.0] - Unreleased' header. Don't forget to update the copyright year in the LICENSE f...
{ "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": "6a11c6433c7b49b0", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:3cf5de58cfc7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
47800420-02a7-495e-b2c3-2d901d441bce
47800420-02a7-495e-b2c3-2d901d441bce
2659575f-de16-4fcd-b53f-e59f1bd89bba
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you audit our dependencies in `requirements.txt` for any known security vulnerabilities? Specifically, pay close attention to the `cryptography` version mentioned in the recent commits.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement...
{ "tools": [ "fetch_url", "scan_list", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research CVEs for Python packages", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url", "scan_list" ], "scores...
{ "task_id": "7b94233d417eadb7", "repo": "httpx", "split": "train", "archetype": "dependencies", "prompt_group": "httpx:60934d73965b", "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
47f09137-da26-4e42-af15-9e74c70fc1f4
47f09137-da26-4e42-af15-9e74c70fc1f4
1d6251ce-e0cc-427e-9cc8-9401f34b2eef
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": "Add a new property `$isCached` to the `Slim\fastroute` dispatcher logic if it's not already there, or just check how `getAllowedMethods` handles its internal cache.", "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": "3c4708518f27ba3b", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:3cd3e98602aa", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
47fb5033-cbf6-44e5-ae7a-818c6d2d57ec
47fb5033-cbf6-44e5-ae7a-818c6d2d57ec
e0e46020-2603-411c-b231-0fff8d869132
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": "Clean up `lib/thor/util.rb` by removing any unused private methods.", "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": "8476b54c64683f56", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:de6dd00ef682", "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
483b7770-abfa-471c-af6c-fb9615613cda
483b7770-abfa-471c-af6c-fb9615613cda
f4c127da-4853-4328-9ae2-bd291c8a5e98
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": "Check `src/requests/_types.py` and tell me what the core type definitions for Request and Response are. I need to know what types are expected for the `headers` attribute.", "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": "75d808d2b99f535f", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:abfddd885daa", "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
484621e0-d88f-42d7-acb6-d4bfea9cc89a
484621e0-d88f-42d7-acb6-d4bfea9cc89a
9964bdc8-46b2-4fd0-bdbe-b7ca1aec26e9
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 find all usages of `bytesconv` in the repo. It's in internal/bytesconv but where is it actually called?", "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": "63dc1421a5353fe2", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:a073e74febec", "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
484621e0-d88f-42d7-acb6-d4bfea9cc89a
484621e0-d88f-42d7-acb6-d4bfea9cc89a
fde1d316-939f-45fd-be14-9361a504b831
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": "Are there benchmarks for this?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "grep" ], "loaded": [ "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "63dc1421a5353fe2", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:a073e74febec", "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
48575346-9db9-4b27-9abf-3a45b81f7c5f
48575346-9db9-4b27-9abf-3a45b81f7c5f
2d115417-79e9-48a8-a09e-439111782857
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "我在 .gitignore 里加了几条规则,帮我看下合不合理,尤其是针对 target/ 和 build/ 目录的忽略规则有没有遗漏。", "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": "fb2f9da609f2e215", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:749ff14a97f8", "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
20
e9a06429-0820-42b8-be83-f18b5545c7cf
486ea89d-32f0-4f09-a6ca-51c0b4a091ee
47dbe721-c93d-4130-ae2a-83130473c63d
worker
implement
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the target directories and files to inform refactoring and consolidation plans.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "e194bbbccae9d3ed", "repo": "express", "split": "train", "archetype": "multi_part", "prompt_group": "express:717c4b60b871", "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
1
48952165-f169-4a11-b341-21cf564f3729
48952165-f169-4a11-b341-21cf564f3729
5522aeff-0be1-4efe-bf55-f1c0ecd0ce63
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": "In .npmrc, I see we have some private registry config. Can you extract just the registry URL? I'm writing a script to validate if we're hitting the right repo.", "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": "855d1a7bab68e272", "repo": "axios", "split": "train", "archetype": "data_files", "prompt_group": "axios:caeb1cc3531c", "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
48b2474a-2c63-49b8-b03e-6a5f00824973
48b2474a-2c63-49b8-b03e-6a5f00824973
e00e9a2e-400f-483d-9986-eaa2f0cd7eca
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": "grep for TODO: across the lib directory. I want to see how many open tasks are lingering.", "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": "dfe321fd0b050f83", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:e409c6fe2a2a", "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
48cd83df-a90a-4585-bb97-c29da3d50b73
48cd83df-a90a-4585-bb97-c29da3d50b73
422fc8da-ea53-4817-85e5-64ed4813dbae
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I saw the commit 'fix(axum-extra): handle missing optional typed headers (#3886)'. Can you find the specific file in `axum-extra` that implements the fix? I need to see the logic change.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_in...
{ "tools": [ "git_log", "git_show" ], "requests": [ { "need": "git log and git show to find the commit and inspect its diff", "exact": [ "diff" ], "after": [ "git_log", "git_show" ], "scores": { "copy": 0, "scan_summary": 0, ...
{ "task_id": "48f6007359a12d0d", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:093beae9d281", "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
48d95df3-ca62-4ba6-be5d-d10a158fc713
48d95df3-ca62-4ba6-be5d-d10a158fc713
ff1ad785-dbfb-4a67-a4ce-e0e4d221c7e9
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": "Necesito entender la implementación de `res.send` en `lib/response.js`. ¿Cómo maneja los diferentes tipos de cuerpo de respuesta?", "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": "898c1fbcbaae7db8", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:40ae2d885765", "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
18
48d95df3-ca62-4ba6-be5d-d10a158fc713
48d95df3-ca62-4ba6-be5d-d10a158fc713
ab544178-941f-4dde-83f9-1a06d3160adc
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": "¿Cómo afecta la presencia de `Transfer-Encoding` al cálculo del `Content-Length` según lo que se ve en los commits recientes?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [...
{ "tools": [ "git_log" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "nati...
{ "task_id": "898c1fbcbaae7db8", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:40ae2d885765", "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
5
4903ede1-e00e-4d73-b7ee-af2484cfe1d7
4903ede1-e00e-4d73-b7ee-af2484cfe1d7
541dea67-e980-43cd-bf69-7510a0fc0f41
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": "Delete the `axum-macros/tests/debug_handler/fail/wrong_return_type.stderr` file since we've updated the error message formatting and the old stderr is no longer valid.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete" ], "requests": [ { "need": "The delete tool to remove the file axum-macros/tests/debug_handler/fail/wrong_return_type.stderr", "exact": [ "delete" ], "after": [], "scores": { "scan_list": 0, "git_checkout": 0, "process_sig...
{ "task_id": "91a94e674dd84039", "repo": "axum", "split": "train", "archetype": "small_change", "prompt_group": "axum:8e17c65caf07", "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
4956f9b9-95ce-4500-a9b2-af94d801e2b9
4956f9b9-95ce-4500-a9b2-af94d801e2b9
ae2244e8-048e-4a15-b0a5-916f3412b18f
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": "Regarde `Slim\\Middleware\\ErrorMiddleware.php`. Comment est ce que l'erreur est capturée et transmise au `ErrorHandler` ?", "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": "d2f9c63528cb0aa3", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:45811b6dc673", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
495bdba8-8795-4998-af46-4b82ebcd5760
495bdba8-8795-4998-af46-4b82ebcd5760
31172a0b-cc89-4800-8f3c-cdedf46d6ee5
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": "How does `lib/core/dispatchRequest.js` handle the request lifecycle? I want to understand the order of operations from when a request is initiated until the response is returned.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigat...
{ "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": "884db31e355c64e8", "repo": "axios", "split": "train", "archetype": "explain_code", "prompt_group": "axios:42bea90a19e3", "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
495c57cb-3685-40a9-a320-b41533efcd28
495c57cb-3685-40a9-a320-b41533efcd28
42d2adbb-3192-4163-9db3-730612939c02
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "帮我格式化整个项目的代码。我知道项目用了 Spotless,直接跑 `./gradlew spotlessApply` 就行。跑完后检查一下有没有文件被修改,如果有,截图或者列出文件名给我看看。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "edit", "git_diff", "git_status", "wait" ], "requests": [ { "need": "run a shell command to execute ./gradlew spotlessApply and check git status afterward", "exact": [ "command" ], "after": [ "edit" ...
{ "task_id": "2bfa121f703a1cbd", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:e5cc104f7df4", "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
18
498bcf34-9e3c-45e5-88ce-0f1ca9857454
498bcf34-9e3c-45e5-88ce-0f1ca9857454
11e30898-69be-4490-80a9-4563c7047b94
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": "Hey, could you look at `src/flask/json/provider.py` and `src/flask/json/__init__.py`?\n\nThe `JSONProvider` implementation seems to be calling `dumps` and `loads` but it's losing the `default` argument when I pass custom encoders in the app constructor. Specifically, `app.config['J...
{ "tools": [ "command", "edit" ], "requests": [ { "need": "edit tool to modify DefaultJSONProvider.__init__ in src/flask/json/provider.py to wire legacy config keys", "exact": [ "edit" ], "after": [], "scores": { "diff": 0, "fetch_url": 0, ...
{ "task_id": "5d7fcd7519626783", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:dc1fa847f5b6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
49af99e1-b592-4a80-9dac-cf7f74e62e3a
49af99e1-b592-4a80-9dac-cf7f74e62e3a
d48d17ae-cc7e-4db7-91a0-33485e90c5f5
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": "Why is my app raising a RuntimeWarning about 'unauthorized request'? I'm hitting an endpoint that isn't protected. Trace where this warning originates in src/flask/", "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": "96a2859305f9ded1", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:5a9b9eba5b4b", "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
49ee7b5d-7d84-46eb-b5c9-eabd40367962
49ee7b5d-7d84-46eb-b5c9-eabd40367962
7a129463-fd86-466a-a7e6-dd2eb45d4dc3
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": "Meu `fd` está ignorando arquivos que estão dentro de pastas ocultas (começando com .). Existe uma flag para forçar a busca dentro delas sem precisar escrever um regex complexo?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate"...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "na...
{ "task_id": "b30acea0a95fe48b", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:8eeb23f6c052", "lang": "pt", "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
1
f8ce0d97-4c6e-41c5-8060-19fa910ad353
49fe4a7d-78a0-443e-b756-22d38d45dd5b
7886497e-7cf6-4dd5-9e85-a56f39c37a87
worker
implement
dc3bf9215aac8877
slim
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 and read all PHP classes related to error handling (ErrorMiddleware, JsonErrorRenderer, HttpException, ErrorHandler) and the corresponding test file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "held_stop" ], "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...
{ "task_id": "76f1f1ece80d6f0a", "repo": "slim", "split": "train", "archetype": "multi_part", "prompt_group": "slim:f4e6d97f0d38", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
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49fe4a7d-78a0-443e-b756-22d38d45dd5b
80dd7905-9d1c-4599-8a9c-5156e1e06ef2
worker
implement
dc3bf9215aac8877
slim
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 PHPUnit tests for ErrorHandler, ErrorMiddleware, and HttpException to verify UTF-8 and general functionality.", "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": "76f1f1ece80d6f0a", "repo": "slim", "split": "train", "archetype": "multi_part", "prompt_group": "slim:f4e6d97f0d38", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
d1608a94-f811-4df7-8568-c50505c9ea86
49fe4a7d-78a0-443e-b756-22d38d45dd5b
dc382edb-37a9-4f28-851f-278b8b141b0e
worker
implement
dc3bf9215aac8877
slim
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 PHPUnit tests for ErrorHandler, ErrorMiddleware, and HttpException to verify UTF-8 and general functionality.", "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": "76f1f1ece80d6f0a", "repo": "slim", "split": "train", "archetype": "multi_part", "prompt_group": "slim:f4e6d97f0d38", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
ebd042eb-7f88-4d58-a80e-7166ba16050d
49fe4a7d-78a0-443e-b756-22d38d45dd5b
04456187-0656-4310-824b-ff222bcadec8
worker
explore_readonly
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Audit Slim error handling classes for UTF-8 handling, content-type negotiation, and metadata passing.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "76f1f1ece80d6f0a", "repo": "slim", "split": "train", "archetype": "multi_part", "prompt_group": "slim:f4e6d97f0d38", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
4a220a9b-441e-47fd-94e0-f785a9a3a631
4a220a9b-441e-47fd-94e0-f785a9a3a631
32da0023-bdb7-4c9e-930a-f08c3efc45be
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'm seeing a weird issue with `httpx.Client`. When I use `trust_env=False` but also pass a `verify` certificate bundle, the client still seems to be trying to load the system's CA certificates. \n\nHere is the code:\n```python\nimport httpx\n\nclient = httpx.Client(trust_env=False,...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "diagnose-a-tls-failure" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": tru...
{ "task_id": "d3e093db0681bbea", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:795143f4ee4f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
4a220a9b-441e-47fd-94e0-f785a9a3a631
4a220a9b-441e-47fd-94e0-f785a9a3a631
ec4f87ba-383d-4ab1-8055-eafa7326ed3a
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": "Thanks, that makes sense. Can you update the logic in `httpx/_config.py` to respect `trust_env=False` when initializing `SSLTransport` or `config`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "re...
{ "tools": [ "edit" ], "requests": [ { "need": "edit tool to replace a span in httpx/_config.py", "exact": [ "edit" ], "after": [], "scores": { "chown": 0, "fetch_url": 0, "terminal_open": 0, "mkdir": 0, "git_blame": 0, ...
{ "task_id": "d3e093db0681bbea", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:795143f4ee4f", "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
4a220a9b-441e-47fd-94e0-f785a9a3a631
4a220a9b-441e-47fd-94e0-f785a9a3a631
4a5adfe4-d1e7-404e-803f-1eb4eb2ef6e4
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, please add a test in `tests/client/test_proxies.py` or similar that asserts `trust_env=False` prevents reading from environment variables for SSL verification.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent...
{ "tools": [ "command", "edit", "replace_lines" ], "requests": [ { "need": "run python tests to verify the new test_config.py tests pass", "exact": [ "verify" ], "after": [ "command", "replace_lines" ], "scores": { "capture_page":...
{ "task_id": "d3e093db0681bbea", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:795143f4ee4f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
4a38728a-3025-4437-b0ae-817c7a45bce3
4a38728a-3025-4437-b0ae-817c7a45bce3
5de322ba-1b7b-4441-8795-b9be0ff82fc0
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": "Warum gibt es separate Dateien für Windows (`command_win.go`) und Nicht-Windows (`command_notwin.go`)? Ich suche nach einer spezifischen Logik zur Pfadtrennung oder Anführungszeichen-Escaping in den Completions. Kannst du mir die relevante Implementierung zeigen?", "root_count": ...
{ "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": "0ea076ed5d140375", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:c7d7c2886434", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
4a38728a-3025-4437-b0ae-817c7a45bce3
4a38728a-3025-4437-b0ae-817c7a45bce3
743b14c9-a3aa-4b39-93fc-480bfce03cf5
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": "Gibt es hier bekannte Inkompatibilitäten mit PowerShell?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "find" ], "loaded": [ "find", "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "0ea076ed5d140375", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:c7d7c2886434", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
4a38728a-3025-4437-b0ae-817c7a45bce3
4a38728a-3025-4437-b0ae-817c7a45bce3
f766c5fc-f8ef-4797-aa96-8251e46b4de8
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": "Wie wirkt sich das auf `powershell_completions.go` aus?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir", "find" ], "loaded": [ "find", "grep", "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "0ea076ed5d140375", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:c7d7c2886434", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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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": "Triage de vulnérabilité XSS : En regardant `Slim/Error/Renderers/HtmlErrorRenderer.php` et `Slim/Error/Renderers/PlainTextErrorRenderer.php`, est-ce que les données d'erreur (message, trace) sont correctement échappées avant d'être affichées ? Je crains une faille XSS si l'erreur p...
{ "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": "bc199bca57b2b2ad", "repo": "slim", "split": "train", "archetype": "security", "prompt_group": "slim:e6d6f05c3323", "lang": "fr", "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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en
{ "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 target files and confirm project structure.", "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": "ea2fb87d2f66dbc8", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:aa6d39cc2684", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "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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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does httpx automatically decompress gzip and deflate responses? If so, is there a way to get the raw bytes before decompression for debugging purposes?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [ { "need": "search for httpx decompression behavior and raw response access", "exact": [], "after": [ "web_search" ], "scores": { "web_search": 4, "git_ref": 0, "secret_list": 0, "scan_query": 0...
{ "task_id": "46622714c1f1243d", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:7a3731123b11", "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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coordinator
implement_investigate
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gson
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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 `gson/src/main/java/com/google/gson/internal/bind/DefaultDateTypeAdapter.java`. How does it handle different locale settings during serialization?", "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": "9a9e22b074882fce", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:2ca6a1a40eb0", "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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implement
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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": "Identify all recent variable-to-constant refactors by examining git diff output and source files in the dirty working tree.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "git_diff", "git_status" ], "requests": [ { "need": "git_status and git_diff to see uncommitted changes and their contents", "exact": [ "git_diff", "git_status" ], "after": [ "git_diff" ], "scores": { "page_open": 0, ...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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implement
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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 project's CHANGELOG file to understand its format, section categories, and how entries are structured.", "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": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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explore_readonly
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cobra
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Survey the dirty working tree: run `git diff` to find all variable-to-constant conversions. Document each one with file path, symbol name, type, and the old vs new declarations.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [ "git_log" ], "requests": [ { "need": "git_log to read commit history, git_compare to compare commits, git_blame for line-level history", "exact": [ "git_blame", "git_compare", "git_log" ], "after": [], "scores": { "scan_summary": 0...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
explore_readonly
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Find and read the CHANGELOG file to understand the project's changelog format, section structure, and style of entries.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
explore_readonly
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cobra
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Survey the committed codebase for variable-to-constant refactors by grepping Go files for const blocks, checking git log history, and reading CONTRIBUTING.md for changelog format guidance.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonl...
{ "tools": [ "git_log", "git_show" ], "requests": [ { "need": "git_log", "exact": [ "git_log" ], "after": [], "scores": { "git_compare": 0, "capture_page": 0, "scan_list": 0, "page_act": 0, "held_result": 0, "scan_su...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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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": "Create a CHANGELOG.md in the repo root with a draft entry for the recent variable-to-constant refactor found in commit 117698a6 (PR #2328, command.go).", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true, ...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
cobra
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": "Create CHANGELOG.md in /work/cobra/ with a draft entry documenting recent variable-to-constant refactors:\n1. fc81d20 — 'refactor: change minUsagePadding from var to const (#2325)' - changed minUsagePadding from var to const in command.go line 560\n2. 117698a — 'refactor: replace severa...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
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cobra
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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": "Create CHANGELOG.md in the cobra repo at /work/cobra/ with a draft entry documenting recent variable-to-constant refactors in command.go:\n1. fc81d20 — 'refactor: change minUsagePadding from var to const (#2325)' - changed var minUsagePadding = 25 to const minUsagePadding = 25 at line 5...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "fb2f627a8294e0a6", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7b046b3e3aaf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
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coordinator
implement_investigate
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requests
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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 `RequestsCookieJar.update()` method doesn't seem to respect the `domain` and `path` attributes when merging cookies from a `http.cookiejar.CookieJar`.\n\nHere is a test case that fails:\n\n```python\nimport requests\nfrom http.cookiejar import Cookie\n\njar = requests.cookies.R...
{ "tools": [], "requests": [ { "need": "run a python script", "exact": [], "after": [ "command" ], "scores": { "wc": 0, "git_diff": 0, "git_merge": 0, "pack_board": 0, "page_close": 0, "diff": 0, "copy": 0, "sc...
{ "task_id": "03d5f25e317fcff2", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:b54633f3b0e3", "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
7
4b221628-9660-4799-ab95-139aea26abd9
4b221628-9660-4799-ab95-139aea26abd9
86070d8e-1ddc-4c3f-9d70-48cac78c0d66
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We are using `qs` for parsing query strings, currently minimum 6.15.2. I keep seeing weird behavior with nested objects in `req.query`. Can you check the `qs` GitHub repository for the latest release notes? Specifically, I want to know if there's a new option to disable array parsi...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research the qs npm package GitHub repository, latest release notes, and documentation about array parsing, depth limiting, and prototype pollution options", "exact": [ "fetch_url", ...
{ "task_id": "c0ae2bcbc3fab9bf", "repo": "express", "split": "train", "archetype": "docs_online", "prompt_group": "express:b1669df1b343", "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
4b2aa33f-799f-4d81-9cbb-9c42ccac1113
4b2aa33f-799f-4d81-9cbb-9c42ccac1113
acd9c6b7-85bc-4c5e-9579-d98eceefbee6
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": "How does httpx handle timeout configurations globally vs per-request? I want to set a default timeout for all requests in my application but sometimes need to disable timeouts for specific long-running tasks.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "s...
{ "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": "eba3f5e325d528ad", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:d874dc8ce947", "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
4b2aa33f-799f-4d81-9cbb-9c42ccac1113
4b2aa33f-799f-4d81-9cbb-9c42ccac1113
bee11b8a-f09f-43b6-be05-8c6a5c64ee3c
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": "Is there an environment variable that can control this too?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "eba3f5e325d528ad", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:d874dc8ce947", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
4b2aa33f-799f-4d81-9cbb-9c42ccac1113
4b2aa33f-799f-4d81-9cbb-9c42ccac1113
63ddc9f9-7ede-4b54-8609-5a2d52c1063c
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the code to pass a timeout parameter to a single request object.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "summarize", "list_dir" ], "loaded": [ "grep", "li...
{ "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": "eba3f5e325d528ad", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:d874dc8ce947", "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
4b349fbc-5689-4ea8-b05e-7e3f377dadde
4b349fbc-5689-4ea8-b05e-7e3f377dadde
e2b1b8d8-31e4-4c23-8a28-51895fa66fbd
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": "Explain the flow of the `recovery` middleware in `recovery.go`. How does it capture panics and attach them to `c.Errors`?", "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": "4e191469da88e4b4", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:b04b3f98627f", "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
4b39fc15-2b27-4059-a3d8-2a385d935a0d
4b39fc15-2b27-4059-a3d8-2a385d935a0d
aee2853f-2ac3-4f98-80f2-bf1f0e972b50
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": "The commit `b14732f fix(axum-extra): handle missing optional typed headers (#3886)` mentions a fix for optional headers. How does `axum-extra`'s typed header handling work internally? Is it using the `FromRequest` trait?", "root_count": 1, "posture": "build", "workers_in_flig...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "a52449c51403d804", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:6ff3888782f5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
4b686cd9-b2f4-4adb-9f80-8e096a973d20
4b686cd9-b2f4-4adb-9f80-8e096a973d20
9920ef45-cff8-4206-a2eb-4613724b02cd
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": "Fix the issue with `src/fmt/mod.rs`. The `--format` option crashes when using `{path}` and the path contains newlines.\n\nHere is the panic traceback:\n```\nthread 'main' panicked at 'byte index 3 is not a char boundary; it is inside '\\n' (bytes 2..3) of `foo\\nbar`', src/fmt/inpu...
{ "tools": [], "requests": [ { "need": "run cargo test to reproduce the issue", "exact": [], "after": [ "edit", "verify" ], "scores": { "measure_page": 0, "terminal_open": 1, "stat": 0, "code_rewrite": 0, "command_output": 3, ...
{ "task_id": "a0ed404ec1b922e3", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:66d71192057b", "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
12
4b6df4ea-eec0-41d2-a2de-707386451676
4b6df4ea-eec0-41d2-a2de-707386451676
d2ea3ef9-8920-4093-bc71-cae8d76a2ff9
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": "Which files handle the view rendering logic? I'm looking for the implementation of `res.render`.", "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": "fe29f8b504b63d5c", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:ea2716ad5acf", "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
4b875cdb-cfad-4710-b4a8-91d38cf75cc8
4b875cdb-cfad-4710-b4a8-91d38cf75cc8
dbaac025-be6b-4cc2-80f6-9f3cebbe100d
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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": "Delete the `mockwebserver-deprecated` directory and its contents.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete" ], "requests": [ { "need": "a tool to delete files or directories", "exact": [ "delete" ], "after": [], "scores": { "diff": 0, "source_history": 1, "wc": 0, "terminal_open": 2, "page_snapshot": 0, "...
{ "task_id": "5ef901ed6e6102f5", "repo": "okhttp", "split": "train", "archetype": "small_change", "prompt_group": "okhttp:0f538f093c31", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
4b93ab30-ecc8-4f56-8b24-4b0db4a47359
4b93ab30-ecc8-4f56-8b24-4b0db4a47359
549361eb-1ad8-40a4-ac80-1524fc3ea3a5
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": "I'm having trouble debugging the session cookie persistence. Open an interactive terminal for me so I can inspect the objects in `src/requests/sessions.py` manually.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open", "terminal_send" ], "requests": [ { "need": "an interactive terminal to run commands and a python REPL", "exact": [], "after": [ "terminal_send" ], "scores": { "git_blame": 0, "delete": 0, "git_checkout": 0, ...
{ "task_id": "17ace1afaf0a0756", "repo": "requests", "split": "train", "archetype": "ops", "prompt_group": "requests:7caaa6280f39", "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
4be7064d-56f0-4c24-b54c-28113565eb5c
4be7064d-56f0-4c24-b54c-28113565eb5c
c26b3c2d-593b-4724-afd6-d3628d7bece6
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": "where's the code that parses command line arguments? I need to add a new option type.", "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": "f62a662bebaed611", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:266629b1f7a2", "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
4be7064d-56f0-4c24-b54c-28113565eb5c
4be7064d-56f0-4c24-b54c-28113565eb5c
2f55d08a-f3da-440b-89cd-dd8a0f0f644f
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": "Look at `lib/thor/parser/option.rb` and `lib/thor/parser/argument.rb`. What's the difference in how they handle validation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", ...
{ "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": "f62a662bebaed611", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:266629b1f7a2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
4be7064d-56f0-4c24-b54c-28113565eb5c
4be7064d-56f0-4c24-b54c-28113565eb5c
17d4aee3-66a2-4721-9e11-a9e1aba940f9
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": "Check `spec/parser/option_spec.rb` for examples of custom validation logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "list_dir" ], "loaded": [ "list_dir", ...
{ "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": "f62a662bebaed611", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:266629b1f7a2", "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
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coordinator
implement_investigate
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axum
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does the `Json` extractor in `axum/src/json.rs` handle deserialization errors? Does it return a specific rejection type?", "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": "af8572a6571aceb8", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:472de8e4f371", "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
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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": "Add a unit test to `axum-core/src/extract/option.rs` to ensure that the `Option` extractor correctly handles cases where the extractor fails for the inner type.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "git_diff", "git_log", "git_show", "terminal_close", "terminal_open", "terminal_snapshot", "write" ], "requests": [ { "need": "write a complete file and edit a specific line range in axum-core/src/extract/option.rs", "exact": [ ...
{ "task_id": "ed4940cde31062a0", "repo": "axum", "split": "train", "archetype": "small_change", "prompt_group": "axum:6a7d4d92150b", "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
25
4cb72e47-64cc-45f4-b287-042e1e4f5cd8
4cb72e47-64cc-45f4-b287-042e1e4f5cd8
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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 `src/flask/views.py`, add an optional `timeout` parameter to the `View.dispatch_request` method with a default value of None.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit tool to replace a single line in a Python file", "exact": [ "edit" ], "after": [], "scores": { "scan_compare": 0, "verify": 2, "chmod": 0, "page_close": 0, "move": 0, ...
{ "task_id": "7479962a6845c618", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:42bc0af4c4f5", "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
4cbfa981-df3d-4b7d-b862-644a08c3c4ca
4cbfa981-df3d-4b7d-b862-644a08c3c4ca
5ef80960-2f28-41e3-a087-970aa7d47844
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 seeing some potential issues with how we handle broken symlinks during directory traversal. Can you look at `src/walk.rs` and the recent changes in `ce97e47`? I want to make sure the 'broken symlink depth' fix hasn't introduced any regressions in how `max-depth` is calculated. ...
{ "tools": [ "command", "command_output", "git_diff", "git_show", "wait" ], "requests": [ { "need": "git_show and git_diff to inspect commit ce97e47", "exact": [ "git_diff", "git_show" ], "after": [ "git_diff", "command" ], ...
{ "task_id": "4a73ef5bb7dc1d6c", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:9d6e969013f4", "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
6
4ccfeffd-b296-4a7e-b740-1f17551485ec
4ccfeffd-b296-4a7e-b740-1f17551485ec
eba64c33-3941-4f50-93de-daf4b3de5083
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": "I need to quickly fix a typo in `README.md` where it says 'Axios v0' instead of 'Axios v1' in the security section. Can you do that?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "replace lines in a file to fix a typo", "exact": [], "after": [ "replace_lines" ], "scores": { "answer_decision": 0, "git_show": 0, "git_log": 0, "source_history": 0, ...
{ "task_id": "2660d023b91bee32", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:cc489f5dc465", "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
9
4ccfeffd-b296-4a7e-b740-1f17551485ec
4ccfeffd-b296-4a7e-b740-1f17551485ec
17319f52-fe64-4fbd-b52d-0eb4e2e9fac1
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": "That's perfect. Can you split my uncommitted changes into two logical commits: one for the README fix and one for the other utility changes I made, and then push them?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "rece...
{ "tools": [], "requests": [ { "need": "git status, git add, git commit, and git push to manage uncommitted changes", "exact": [], "after": [ "git_diff" ], "scores": { "source_history": 1, "git_show": 0, "terminal_snapshot": 0, "answer_decisi...
{ "task_id": "2660d023b91bee32", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:cc489f5dc465", "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
14
4d14ed5a-5389-4b9f-844b-c1809b3672d7
4d14ed5a-5389-4b9f-844b-c1809b3672d7
087aa55a-4399-4d1e-93e6-b1505b8305ef
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": "Update the docstring in `src/flask/app.py` to clarify how the application context works, and then commit the change with a descriptive message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "git_commit", "git_log", "git_status", "replace_lines" ], "requests": [ { "need": "git_status, git_diff, git_log, git_commit to survey repo state and commit the change", "exact": [ "git_commit", "git_diff", "git_log", "git_st...
{ "task_id": "6bf596d75316f374", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:df63cc4b2f92", "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
4d14ed5a-5389-4b9f-844b-c1809b3672d7
4d14ed5a-5389-4b9f-844b-c1809b3672d7
9533f90e-475f-4c2f-a2b9-cb0debc25839
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 you split this into a new branch called 'docs/app-context' before committing?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "git_status", "git_log", "git_commit",...
{ "tools": [ "git_checkout" ], "requests": [ { "need": "git_checkout to create and switch to the docs/app-context branch", "exact": [ "git_checkout" ], "after": [], "scores": { "git_show": 0, "git_status": 2, "chown": 0, "scan_list": 0,...
{ "task_id": "6bf596d75316f374", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:df63cc4b2f92", "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" }