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pw-decide-row/1
3
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d7aa93b1-d316-4dcc-b206-8c1ff49f7af3
d82618a6-9dd1-4e51-ad8e-1e4d8e13dfa7
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": "Search through the entire `httpx` directory for any `TODO` comments. List them out with their file paths and line numbers so I can prioritize them for the next sprint.", "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": "ee263e0fbbd30cc6", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:a5802702c306", "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
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d7e399f7-fdfa-44ea-8317-c851f50aface
da741347-ed60-4e53-8ba5-ea4fec2ad5c5
coordinator
implement_investigate
dc3bf9215aac8877
express
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": "現在のライブラリの構造を理解しやすくするために、`lib/`ディレクトリ内の主要なコンポーネント(application, request, response, viewなど)の関係性を示すMermaid形式のアーキテクチャ図をREADMEに作成して。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_commit", "replace_lines", "write" ], "requests": [ { "need": "write tool to insert Mermaid diagram section into Readme.md", "exact": [ "write" ], "after": [ "git_commit" ], "scores": { "git_stash_list": 0, "answe...
{ "task_id": "960d018dc74d6d7c", "repo": "express", "split": "train", "archetype": "docs", "prompt_group": "express:ffffd82e7be3", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
d7e399f7-fdfa-44ea-8317-c851f50aface
d7e399f7-fdfa-44ea-8317-c851f50aface
8b8a6e23-c029-48de-9db0-93776b7435f9
coordinator
implement_investigate
dc3bf9215aac8877
express
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": "`lib/request.js`と`lib/response.js`がどのように相互作用しているかも図に含めて。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_commit", "write", "read", "update_progress", "request_tools", "replac...
{ "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": "960d018dc74d6d7c", "repo": "express", "split": "train", "archetype": "docs", "prompt_group": "express:ffffd82e7be3", "lang": "ja", "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
d7f48310-eb57-4f7a-8334-46c309a8ae51
d7f48310-eb57-4f7a-8334-46c309a8ae51
5722274b-b92a-4faf-b858-9bfd00cbfd24
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": "where's the logic that parses the body? I need to see how `BodyParsingMiddleware` extracts JSON vs form data.", "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": "6615c7803e1d1c69", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:fde475e51b88", "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
d7f48310-eb57-4f7a-8334-46c309a8ae51
d7f48310-eb57-4f7a-8334-46c309a8ae51
deae0ec1-cfe9-4346-8c58-656974209a6a
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": "Show me the unit tests for `BodyParsingMiddleware`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "grep" ], "loaded": [ "grep", "summarize" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": ...
{ "task_id": "6615c7803e1d1c69", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:fde475e51b88", "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
d7f48310-eb57-4f7a-8334-46c309a8ae51
d7f48310-eb57-4f7a-8334-46c309a8ae51
fa248f26-598b-44a8-99da-5673bcb0254c
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": "Are there any other middleware classes in `Slim\\Middleware` that modify the request body?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "grep" ], "loaded": [ "grep", "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "6615c7803e1d1c69", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:fde475e51b88", "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
d7f6f5fd-1536-4f00-b9e5-907f746fa78b
d7f6f5fd-1536-4f00-b9e5-907f746fa78b
4bb51978-fbf0-4d96-918d-a24f6840ec69
coordinator
implement_investigate
dc3bf9215aac8877
slim
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": "We need to improve our PSR-17 factory support. Please perform the following updates:\n1. Update `Slim\\Factory\\Psr17\\NyholmPsr17Factory` to ensure it is fully compatible with the latest Nyholm releases, specifically checking for missing stream factory methods.\n2. Review `Slim\\F...
{ "tools": [], "requests": [ { "need": "Create and replace files (write) and run PHPUnit tests (command)", "exact": [ "command", "write" ], "after": [], "scores": { "process_list": 0, "verify": 3, "scan_query": 0, "git_diff": 0, ...
{ "task_id": "fdf67569d0152c73", "repo": "slim", "split": "train", "archetype": "multi_part", "prompt_group": "slim:d51620c6632e", "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
12
d7f90ff9-6efa-4d16-a3da-d764c4165e01
d7f90ff9-6efa-4d16-a3da-d764c4165e01
7eb5b133-b125-42b0-a8b4-a91e77c51c2e
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've finished refactoring the router logic in `lib/express.js` and `lib/application.js`. Split my staged changes into two logical commits—one for the application core and one for the router updates—and use conventional commit prefixes.", "root_count": 1, "posture": "build", "...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "run git commands to inspect staged changes and perform commits", "exact": [], "after": [ "git_status", "git_diff" ], "scores": { "move": 0, "jq": 0, "e...
{ "task_id": "751b00397139e1b0", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:b01953d24bfa", "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
d802d1b4-9c62-4713-81aa-7d3be52a0477
d802d1b4-9c62-4713-81aa-7d3be52a0477
0ecba8ae-f81f-4522-933e-662888984fc4
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify the status of the open-uri dependency mentioned in the README security note. Can you fetch the latest documentation or changelog for Ruby's standard library 'open-uri' to see if there are any new vulnerabilities reported in the last 6 months?", "root_count": 1, ...
{ "tools": [ "web_search" ], "requests": [ { "need": "web_search and fetch_url to research recent Ruby open-uri vulnerabilities", "exact": [ "fetch_url", "web_search" ], "after": [], "scores": { "scan_query": 0, "pack_board": 0, "scan_p...
{ "task_id": "87e07a79e6cf48cd", "repo": "thor", "split": "train", "archetype": "web", "prompt_group": "thor:2d33acaa1579", "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
38
d86604ad-2940-4e7c-9344-123c812c0bde
d86604ad-2940-4e7c-9344-123c812c0bde
09e12e17-1437-48da-84b6-46f42c419fd3
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're seeing some issues with `req.signedCookies` in test/req.signedCookies.js. I want to verify the expected behavior against the `cookie-signature` documentation. Specifically, does `signed-cs` automatically use timestamp validation by default? The docs seem vague on whether we n...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "nati...
{ "task_id": "d93aa6160f9bc265", "repo": "express", "split": "train", "archetype": "docs_online", "prompt_group": "express:7728d14195ae", "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
d87df169-7c07-413d-9066-03c76f78c692
d87df169-7c07-413d-9066-03c76f78c692
4ac1816b-b0bc-49e3-8e17-7729879fb573
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": "The error message in `httpx/_exceptions.py` for `ConnectTimeout` is a bit cryptic. Can you update it to be more descriptive, specifically mentioning that the connection attempt timed out?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_i...
{ "tools": [ "edit" ], "requests": [ { "need": "edit tool to replace a span in httpx/_exceptions.py", "exact": [ "edit" ], "after": [], "scores": { "git_show": 0, "worker_cancel": 0, "scan_query": 0, "command_output": 0, "page_a...
{ "task_id": "ca8cec7c9af5ae71", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:58a23c1ef60b", "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
d8908c58-350c-47c5-a9da-e8cd722263c6
d8908c58-350c-47c5-a9da-e8cd722263c6
eb344a89-2bef-4887-b0b6-e2a6230fd0cf
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 `thor.gemspec`. What is the current version string there? I need to verify it matches the output of `ruby -r thor -e 'puts Thor::VERSION'`", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run a shell command to check the ruby version output", "exact": [ "command" ], "after": [], "scores": { "worker_cancel": 0, "terminal_snapshot": 2, "git_merge": 0, "scan_query": 0, ...
{ "task_id": "1eab27f7fbea008c", "repo": "thor", "split": "train", "archetype": "data_files", "prompt_group": "thor:4462d963631c", "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
d8a08ef8-25ae-413a-b7a2-040edf7ebdaa
d8a08ef8-25ae-413a-b7a2-040edf7ebdaa
e0797684-e9f6-44a1-9be3-36ca0f133502
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "현재 실행 중인 Docker 컨테이너 목록 다 뽑아보고, 메모리 점유율 높은 순서대로 정리해서 보여줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "run shell commands like docker to inspect container status and resource usage", "exact": [], "after": [], "scores": { "scan_summary": 0, "git_merge": 0, "web_search": 0, "terminal...
{ "task_id": "1402beb728b4a74c", "repo": "thor", "split": "train", "archetype": "ops", "prompt_group": "thor:2d0bb6735107", "lang": "ko", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
d8c25af7-fe41-479a-9230-67ba74af428e
d8c25af7-fe41-479a-9230-67ba74af428e
9a45f5cc-e7fd-4dd4-8a2d-5733b495f8ac
coordinator
implement_investigate
dc3bf9215aac8877
axios
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": "package.json과 index.d.ts를 보고 CJS와 ESM export 설정이 어떻게 되어 있는지 비교해 줘. 특히 default export와 named export가 어떻게 매핑되는지 알려줘.", "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": "f37a99d53af5372b", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:e2679a711b34", "lang": "ko", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
d8d7d3e0-efe0-43fd-8dbd-99eba5ffe20d
d8d7d3e0-efe0-43fd-8dbd-99eba5ffe20d
20b709c9-1b48-458a-b7e4-96fec0ce6d60
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": "where's the logic that handles bash completion generation?", "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": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "912c52926aaef300", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:cdf7d0b2d6a6", "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
d8da2558-1590-4f6e-b472-50ad82aac92e
d8da2558-1590-4f6e-b472-50ad82aac92e
27a80e0e-d3a0-42c0-a050-b0cf6bd0fb4a
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": "I'm seeing `JsonIOException` when using `JsonWriter`. The stack trace points to `Streams`. Can you check the official Gson source code or docs to see what underlying exceptions are wrapped in `JsonIOException`? I need to know if I should be catching `IOException` from the underlyin...
{ "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": "9d5b8b3a63757ce9", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:c7c4829c9198", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
d8e6673e-45df-41bf-8a91-99964790d469
d8e6673e-45df-41bf-8a91-99964790d469
4f8a95ff-872e-43ac-9f40-81f39e662a85
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The CI pipeline is failing on the pre-commit hook. Can you run `pre-commit run --all-files` and tell me which files are triggering errors? It seems to be a formatting issue with ruff.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inves...
{ "tools": [ "command" ], "requests": [ { "need": "Run shell commands like `pre-commit run --all-files` to diagnose CI pre-commit hook failures", "exact": [], "after": [], "scores": { "secret_list": 0, "scan_compare": 0, "page_close": 0, "measure_pag...
{ "task_id": "eea201684dcdab7a", "repo": "requests", "split": "train", "archetype": "run_and_verify", "prompt_group": "requests:9a630d7b5ec4", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
d8e7a776-7ff3-41ef-b058-2628fc1826f9
d8e7a776-7ff3-41ef-b058-2628fc1826f9
7d189ed5-9709-4d28-b88a-c4be08d15416
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": "Ciao, ho un problema con `res.download` in `lib/response.js`. Quando invio un file e c'è un errore nel filesystem, l'errore non viene passato al middleware di gestione errori ma viene lanciato come uncaughtException. Ecco il codice che sto usando:\n\n```javascript\napp.get('/file',...
{ "tools": [ "edit" ], "requests": [ { "need": "edit to replace a code span in lib/response.js", "exact": [ "edit" ], "after": [], "scores": { "delete": 0, "answer_decision": 0, "wc": 0, "page_act": 0, "mkdir": 0, "git_b...
{ "task_id": "533c962f2eba687e", "repo": "express", "split": "train", "archetype": "bugfix", "prompt_group": "express:754a49cd6a66", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
d8ef448f-1942-4aa1-9755-b79b87681943
d8ef448f-1942-4aa1-9755-b79b87681943
d2a93c03-6d1c-4e2b-b884-6296e8df6fb7
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": "I need to understand how Gson handles the `@JsonAdapter` annotation. Can you find the implementation of the `TypeAdapterFactory` that processes this annotation? I want to see where it reads the annotation and creates the adapter.", "root_count": 1, "posture": "build", "worker...
{ "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": "f53198f2b069ead0", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:fdb6bffc1c3a", "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
d8f8dc3b-1786-4e30-86c6-7e836fa98ef8
d8f8dc3b-1786-4e30-86c6-7e836fa98ef8
0e2c9df6-a438-49a0-97f7-1465c56c2ed8
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been experimenting with a new way to handle `JsonNull` in `gson/src/main/java/com/google/gson/JsonNull.java`. Can you review my changes and then commit them as a single logical unit?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_i...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "I need to see the current changes in the repository to review them. I need tools like `command` to run `git diff` and `git_status`.", "exact": [ "command", "diff", "git_status" ],...
{ "task_id": "a6d56b91ad46cb29", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:77ea3300b593", "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
20
d915866f-d36d-4792-a61b-0325afc8461d
d915866f-d36d-4792-a61b-0325afc8461d
d9f994fb-a0bd-4ef8-a55a-64599f0bf906
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": "We are migrating to Python 3.10+ (as per README) and want to ensure we don't have any security regressions. Specifically, look at `src/requests/compat.py` and `src/requests/_types.py`. Are we relying on any deprecated SSL defaults that changed in newer Python versions? Also, check ...
{ "tools": [ "web_search" ], "requests": [ { "need": "web_search to research current CVE vulnerabilities in urllib3 and certifi Python packages", "exact": [ "web_search" ], "after": [], "scores": { "scan_query": 0, "mkdir": 0, "secret_revoke": ...
{ "task_id": "b7b7e656ce66c3a1", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:8b3bce53e2e7", "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
d915866f-d36d-4792-a61b-0325afc8461d
d915866f-d36d-4792-a61b-0325afc8461d
69834f14-b2ff-4cc9-a5ba-093587a86250
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": "Update the version pins in `pyproject.toml` to the latest secure versions if they are outdated.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "web_search", "request_tools", "ski...
{ "tools": [ "command", "edit", "web_search" ], "requests": [ { "need": "edit to replace an exact string in pyproject.toml", "exact": [ "edit" ], "after": [], "scores": { "restore_version": 0, "command_stop": 0, "git_commit": 1, ...
{ "task_id": "b7b7e656ce66c3a1", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:8b3bce53e2e7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
d915866f-d36d-4792-a61b-0325afc8461d
d915866f-d36d-4792-a61b-0325afc8461d
b82cfdbd-86aa-4037-a2fb-faa6b28a3144
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": "List any changes required in `compat.py` to align with modern Python security standards.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "update_progress", "edit", "request_tools"...
{ "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": "b7b7e656ce66c3a1", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:8b3bce53e2e7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
d97da9bc-1b41-49e9-a45f-a885d17e39eb
d97da9bc-1b41-49e9-a45f-a885d17e39eb
efb6af99-e0a0-4e26-b766-d05b9abe44c4
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": "Why does `fd` ignore hidden files and directories by default? Is there a flag to override this, and if so, what is it?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [ { "need": "web search", "exact": [], "after": [], "scores": { "source_history": 0, "verify": 0, "jq_edit": 0, "process_signal": 0, "delete": 0, "view_image": 0, "answer_decision": 0, ...
{ "task_id": "7d9465c7cf107b15", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:3a09b36488e7", "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
d9d11e08-a7ff-4800-80a3-4f8fa38158b6
d9d11e08-a7ff-4800-80a3-4f8fa38158b6
c3e0b23b-029b-4010-a60b-5f0e2aa43292
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need a quick benchmark on the command lookup logic. \n\nCan you create a benchmark script or add a benchmark function in command_test.go for the `Execute` method? I want to compare the performance of the new argument validation logic from `ad460ea` against the baseline.\n\nSpecif...
{ "tools": [], "requests": [ { "need": "git history and commit details", "exact": [], "after": [ "git_show", "git_status", "write" ], "scores": { "secret_revoke": 0, "page_close": 0, "delete": 0, "extend_worker_budget": 0, ...
{ "task_id": "a31d77b4ded2867f", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:a9fbab2f71f5", "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
2
da1169fc-e235-4362-841c-b3b4cd9ad54e
da1169fc-e235-4362-841c-b3b4cd9ad54e
efc05506-aa70-45a2-aec1-12ace9341c3f
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": "Add a new section to README.md titled 'Advanced Flag Usage' that explains the documentation added for repeated flags functionality.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "I need to edit a file in the repository. I can see the 'write' tool in the documentation but it's not listed in my current schemas. I will request the 'write' tool to perform the edit.", "exact": [ "edit", "write" ], "...
{ "task_id": "03d9e09ae0488f14", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:b24e1395c885", "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
da17ae11-83f2-4eec-a482-b060b97c3a31
da17ae11-83f2-4eec-a482-b060b97c3a31
4278453d-dde5-4bbf-86ef-99bd43d559cb
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": "Run `npm run build` and let me know if it completes successfully. If there are any warnings or errors, paste them here.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_open" ], "requests": [ { "need": "run a shell command and capture its output", "exact": [ "command" ], "after": [ "command" ], "scores": { "git_checkout": 0, "git_stash": 0, "git_status": 0, ...
{ "task_id": "86e22a98781a8b36", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:f2465171ca69", "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
da17ae11-83f2-4eec-a482-b060b97c3a31
da17ae11-83f2-4eec-a482-b060b97c3a31
f1df27ca-51ab-477e-81aa-61dd8d964ca4
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": "Also, how many lines of code are we looking at in the main lib/src folder now?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "terminal_open", "list_dir" ],...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-rec...
{ "task_id": "86e22a98781a8b36", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:f2465171ca69", "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
da2a25e5-214a-4ab9-8421-09dbffa269e9
da2a25e5-214a-4ab9-8421-09dbffa269e9
bbc7b5e1-c95b-4b17-b113-851ea667d4c9
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": "Hey, can you find every place where `Slim\\Factory\\AppFactory::create()` instantiates the application? I'm writing a blog post and need to cite all the concrete implementations of `Psr17FactoryInterface` that are auto-detected.", "root_count": 1, "posture": "build", "workers...
{ "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": "023fd7c68c5db646", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:c1abb6b7002d", "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
da765faf-c01e-4dc1-8838-9ffb6436765e
da765faf-c01e-4dc1-8838-9ffb6436765e
77be709b-7422-489b-a333-f06810ec5565
coordinator
implement_investigate
dc3bf9215aac8877
cobra
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": "我想确认一下 pflag v1.0.9 的 API 变化。最近的提交 746ef07 提到防止 completions 修改 os.Args,但我找不到 pflag 官方关于这个副作用的具体说明。能帮我看看 pflag 的 GitHub release notes 或文档吗?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web search and fetch url to find github repository and commit details", "exact": [], "after": [ "fetch_url" ], "scores": { "git_commit": 0, "view_video": 0, "extend_worker_b...
{ "task_id": "bedfc12d78b41bbf", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:8f0d76f62d01", "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
23
dab18144-a289-4995-b5a3-5bb471471d3e
dab18144-a289-4995-b5a3-5bb471471d3e
0874b2ca-12ff-4dc5-b61c-12b1a48ff48f
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": "In the README, you mention \"Global, local and cascading flags.\" Can you explain the difference between them and how they interact with subcommands?", "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": "96e8774e02219c07", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:87a7bcbf4937", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
dab18144-a289-4995-b5a3-5bb471471d3e
dab18144-a289-4995-b5a3-5bb471471d3e
2658fc3e-bc70-43a3-a0ab-780e05b94fc0
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": "If I define a global flag on the root command, does it still work if I run a subcommand with a different local flag of the same name?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "find...
{ "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": "96e8774e02219c07", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:87a7bcbf4937", "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
dab6590e-e46f-4d23-8012-aec5953673d0
dab6590e-e46f-4d23-8012-aec5953673d0
0068c80f-faa2-47f5-b7e9-14732100d624
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": "Oi, preciso que você analise o `Cargo.toml` e o `Cargo.lock` deste repositório. Vou subir essa dependência para um projeto de produção e preciso validar a saúde do ecossistema.\n\nPor favor:\n1. Conte quantas dependências do projeto são classificadas como 'dev-dependencies' versus ...
{ "tools": [ "stat" ], "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-rec...
{ "task_id": "ee7ebefeb208ab85", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:542a9de35947", "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
dab6590e-e46f-4d23-8012-aec5953673d0
dab6590e-e46f-4d23-8012-aec5953673d0
dba000f6-d434-4a82-90b6-5f2188cdb84a
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": "Agora, por favor, olhe o `src/config.rs` e me diga se há alguma configuração hardcoded que dependa de versões específicas dessas bibliotecas, só para eu ter uma base se eu precisar dar um upgrade.", "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": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "ee7ebefeb208ab85", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:542a9de35947", "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
1
dac16650-5534-4035-a6cc-5f0cd5db090a
dac16650-5534-4035-a6cc-5f0cd5db090a
89554bff-87e9-4538-9847-4818a7bcbcdf
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 lot of try/except blocks in tests/client/test_redirects.py and httpx/_client.py that catch generic Exception. Please narrow these down to specific httpx exceptions where possible. Start by identifying the broad catches and then update them to be more specific.", "roo...
{ "tools": [ "edit", "replace_lines", "terminal_open" ], "requests": [ { "need": "replace_lines to change except BaseException to except Exception in httpx/_client.py", "exact": [ "replace_lines" ], "after": [ "replace_lines", "terminal_open" ]...
{ "task_id": "314c8a1e6fad6906", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:6e0cffe4d43d", "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
dad354bc-6c1d-4bb3-bd43-965da290020d
dad354bc-6c1d-4bb3-bd43-965da290020d
037c2904-042c-4b4d-abee-75a4f2042e56
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": "What is the recommended pattern for handling complex nested group commands in Thor? I saw a blog post suggesting using `Thor::Group` subclasses, but the official documentation seems sparse on inheritance patterns. Can you find the latest guide on this?", "root_count": 1, "postu...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search for Thor::Group nested commands and inheritance patterns in Ruby", "exact": [], "after": [ "web_search" ], "scores": { "capture_page": 0, "http_request": 1, "chown": 0, "a...
{ "task_id": "ddc558081bd718f9", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:0dd902619cae", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
db154495-ab2f-4014-be3e-5b2decf16160
db154495-ab2f-4014-be3e-5b2decf16160
f9bbc7ef-95f6-40ed-8d71-b9bdba9e9a2c
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": "Pode me mostrar o link direto para a seção de migração v0 para v1 no guia oficial? Estou revisando o `MIGRATION_GUIDE.md` local, mas quero garantir que não pulei nenhuma nota de rodapé importante sobre `CancelToken` vs `AbortController` que tenha sido adicionada recentemente nos do...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search to find the official Axios migration guide URL", "exact": [], "after": [], "scores": { "terminal_close": 0, "restore_version": 0, "git_diff": 0, "process_list": 0, "survey_repo"...
{ "task_id": "d41b6f726d61b7e4", "repo": "axios", "split": "train", "archetype": "docs_online", "prompt_group": "axios:30e1dcbe6e6c", "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
db2c5483-beaf-4e6a-b767-f0e8bc19c049
db2c5483-beaf-4e6a-b767-f0e8bc19c049
55eb97b5-90fb-4a36-ba19-6cb8c9380966
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/ctx.py, how is the `flask.g` object managed during a request context? Specifically, does it automatically close or clear its attributes, or do I need to handle cleanup manually?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implemen...
{ "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": "1fd9f469e53aa009", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:b48187c2e60b", "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
db2c5483-beaf-4e6a-b767-f0e8bc19c049
db2c5483-beaf-4e6a-b767-f0e8bc19c049
91edbcdc-b246-4da5-b897-6f826efd2a43
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 show me the code in ctx.py that handles the teardown of the app context?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "1fd9f469e53aa009", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:b48187c2e60b", "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
db30970c-75a2-47f8-9216-53635438f65d
db30970c-75a2-47f8-9216-53635438f65d
b351d352-6f8f-4db6-92be-0d088e7be915
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": "The recent commit `8b4b550 fix: reject unpaired surrogates in strict JSON (#3116)` mentions strictness. I want to enable strict JSON parsing in my application. Can you look up the `Strictness` enum in the official docs or code comments to see what exactly the `STRICT` mode does com...
{ "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": "336a21576693edef", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:05c1edccf953", "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
db3fab74-9f10-4359-9fd1-f7004fc3eb6e
db3fab74-9f10-4359-9fd1-f7004fc3eb6e
52318422-a0c5-4aa1-9a3d-cc557dd924c5
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to add a new flag group validation check. If a user passes `--flag-a` but forgets `--flag-b`, and those are in the same required group, the error message should be specific.\n\nCurrently, `flag_groups.go` just says \"required flag(s) not set\". Can you update it to say \"fla...
{ "tools": [ "edit", "git_commit", "replace_lines", "verify" ], "requests": [ { "need": "Write/replace entire file contents for flag_groups.go and flag_groups_test.go", "exact": [ "write" ], "after": [], "scores": { "git_diff": 0, "command_...
{ "task_id": "053b6fd4100eb4c3", "repo": "cobra", "split": "train", "archetype": "bugfix", "prompt_group": "cobra:c98e0267cfcb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
db3fd76d-243c-458f-820d-e981c5e76967
db3fd76d-243c-458f-820d-e981c5e76967
9b15dff9-4f51-444e-b177-aa929a36a220
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": "Add a type hint for the `hooks` attribute in the `Request` class within `src/requests/models.py` to match the recent changes in the commit history.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "edit tool to replace an exact span in a file", "exact": [ "edit" ], "after": [ "edit" ], "scores": { "delete": 0, "git_stash": 0, "view_video": 0, "chmod...
{ "task_id": "8289af6880cef589", "repo": "requests", "split": "train", "archetype": "small_change", "prompt_group": "requests:fedf6f69e6ad", "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
dbd86386-f4bd-49f1-94a3-87cbb219c33a
dbd86386-f4bd-49f1-94a3-87cbb219c33a
d511f83f-3993-45f0-a703-3f4a1b76a921
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": "Create a new example folder `examples/hello-security` with a basic `index.js` that uses the core library, similar to `examples/hello-world/index.js`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "mkdir", "write" ], "requests": [ { "need": "I need to create a new directory 'examples/hello-security' using 'command' and then create a file 'examples/hello-security/index.js' using 'write'.", "exact": [ "command", "write" ], "after...
{ "task_id": "d5e1461445da5924", "repo": "express", "split": "train", "archetype": "small_change", "prompt_group": "express:6d967a04b71b", "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
5f5ac788-1af9-4281-9a76-20cb379631d8
dc4e352f-0764-403c-acc6-dec16514b949
be196fbc-8969-472f-a51c-134cadc2aa7d
worker
implement
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey axum-macros/tests/debug_handler/fail/ to confirm the purpose of the flagged files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "9753b3a662473442", "repo": "axum", "split": "train", "archetype": "security", "prompt_group": "axum:947c4411c466", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
dc4e352f-0764-403c-acc6-dec16514b949
dc4e352f-0764-403c-acc6-dec16514b949
1922ef33-3d57-4757-9afb-967904e1f937
coordinator
implement_dispatch
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "However, please check `axum/src/middleware/from_fn.rs` nearby, as macros often generate unsafe code or bypass checks.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "submit_verdict", "reject_overla...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "measure-interface": 0, "inspect-cloud-services": 0, ...
{ "task_id": "9753b3a662473442", "repo": "axum", "split": "train", "archetype": "security", "prompt_group": "axum:947c4411c466", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
728a3c40-6ba9-444e-a1c2-6a10d5b371ce
dc4e352f-0764-403c-acc6-dec16514b949
25d6daf6-90aa-464b-8bc9-5f800be3665f
worker
implement
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey `axum/src/middleware/from_fn.rs` to check for unsafe code or macro-driven bypasses.", "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": "9753b3a662473442", "repo": "axum", "split": "train", "archetype": "security", "prompt_group": "axum:947c4411c466", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
dc5d49c8-3910-4bd3-a30b-020e5a01c3b5
dc5d49c8-3910-4bd3-a30b-020e5a01c3b5
a6c7d096-b0aa-4adb-9fba-1cecddcdc648
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Run a cargo audit and report any security vulnerabilities found in the current dependency tree.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "Run a shell command to execute `cargo audit` for security vulnerability scanning of Rust dependencies", "exact": [ "command" ], "after": [ "wait", "command_output" ], ...
{ "task_id": "d67fef780002bb14", "repo": "fd", "split": "train", "archetype": "dependencies", "prompt_group": "fd:2d419b0aa9cf", "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
dc86ca5a-8c8d-464e-956b-101b5415cb82
dc86ca5a-8c8d-464e-956b-101b5415cb82
03ae3431-c23a-4bd7-a85b-5a9dd92b8ed6
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": "Remove the unused `command_notwin.go` file from the repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete", "write" ], "requests": [ { "need": "delete command_notwin.go file from the repository", "exact": [ "delete" ], "after": [], "scores": { "process_list": 0, "restore_version": 0, "secret_list": 0, "survey_repo":...
{ "task_id": "7548e59a0426c4e5", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:b86b4e3895db", "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
26
dca59b1f-a19e-4404-8562-6f828243b3a2
dca59b1f-a19e-4404-8562-6f828243b3a2
17c630de-94a4-4533-b16e-9a28355ad48a
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": "Wer hat die Zeile in `command.go`, die die `Args` validiert, zuletzt bearbeitet?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame for a specific file and line range", "exact": [], "after": [], "scores": { "mkdir": 0, "command": 2, "git_commit": 0, "code_rewrite": 0, "view_image": 0, "command_output":...
{ "task_id": "d19e23ddb2442cc2", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:b07ffe384ecb", "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
11
dcc481c2-6e18-4283-808f-d4e444d490bc
dcc481c2-6e18-4283-808f-d4e444d490bc
599be002-8e8f-4e9e-9ec3-7faed5f7dc69
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to add support for a new shell completion format, but first, can you help me understand how the existing zsh completer works? Explain the flow in `zsh_completions.go` and `shell_completions.go`. I'm particularly interested in how the `ShellCompDirective` is interpreted.", ...
{ "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": "19806aed45519246", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:fe432aadbbaf", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
dce2ec66-f795-4c32-944b-8011094b6976
dce2ec66-f795-4c32-944b-8011094b6976
a9e468de-3f43-444f-a9f7-490931b83bc9
coordinator
implement_investigate
dc3bf9215aac8877
flask
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": "Update the test suite to include a new test case for `test_input_validation` in `tests/test_basic.py` that checks for null bytes. Once that's done, commit it with a proper message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investig...
{ "tools": [], "requests": [ { "need": "execute shell commands like pytest to run tests", "exact": [], "after": [], "scores": { "git_checkout": 0, "git_compare": 0, "view_video": 0, "page_act": 0, "pack_board": 0, "scan_summary": 0, ...
{ "task_id": "9b48ef0a858a4eef", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:e832b3a0785c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
dcf219e7-899f-4405-a2e8-eb39449fa08e
dcf219e7-899f-4405-a2e8-eb39449fa08e
4dcc77fc-7b43-4c86-a000-cee1bcdfc221
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": "Hey, can you check why the linter is complaining about `minUsagePadding`? \n\nI saw this error:\n```\ncobra.go:123:1: var `minUsagePadding` should be of type `int`... (wait, no it's fine)\n\nActually, looking at recent commits, fc81d20 changed it. Can you just run golangci-lint to ...
{ "tools": [ "command", "wait" ], "requests": [ { "need": "Run a shell command (golangci-lint) on the project to check linter complaints", "exact": [ "command" ], "after": [ "wait" ], "scores": { "scan_list": 0, "process_list": 0, ...
{ "task_id": "c9d7d8c2bb822e89", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:2dd13a14da57", "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
dd1380f7-726e-4d3b-ac15-c21da60210b9
dd1380f7-726e-4d3b-ac15-c21da60210b9
fd2f62d9-57bf-45ea-ad5f-51819f5a0aa9
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Scan `httpx/_config.py` and `httpx/_types.py` for any instances where user input could end up in an eval() or exec() call. I know we don't use eval directly, but sometimes people use `getattr` or `__import__` in unsafe ways. Also check if we're properly sanitizing headers in `_clie...
{ "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": "d1496fe9d78c21ec", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:1aee96b3ebce", "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
dd337051-28f7-4cee-83cc-a823d41f109b
dd337051-28f7-4cee-83cc-a823d41f109b
ea3d6d56-7ab9-4234-a43c-500c90832b5d
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check the clap documentation for the latest stable version. I see we use `Arg::long_description` in src/cli.rs. I think the API changed in clap 4.x. Can you find the current correct method to set the long help text for an argument so we don't get compilation errors?", "root_count...
{ "tools": [ "web_search" ], "requests": [ { "need": "fetch a web page to read clap 4 documentation about Arg API and long_help vs long_description", "exact": [], "after": [], "scores": { "replace_lines": 0, "secret_generate": 0, "write": 0, "copy": ...
{ "task_id": "df028b7b7d0012b6", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:a4e92c391095", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
dd337051-28f7-4cee-83cc-a823d41f109b
dd337051-28f7-4cee-83cc-a823d41f109b
361326e7-6a01-4554-9798-91215e114d53
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "If there's a migration guide, link it, otherwise just tell me the new method signature for setting long help on a clap Argument.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "request_tools", "...
{ "tools": [ "fetch_url" ], "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, "nat...
{ "task_id": "df028b7b7d0012b6", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:a4e92c391095", "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
dd3d05d6-74e3-40da-b2cf-40444991086b
dd3d05d6-74e3-40da-b2cf-40444991086b
f71234f9-1265-4bcf-824c-2489d0a5e49b
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": "How does the shell completion logic differ between bash_completions.go and bash_completionsV2.go?", "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": "6d0d0024d2eb51ef", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:c1c18eb5b2c0", "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
dd3d05d6-74e3-40da-b2cf-40444991086b
dd3d05d6-74e3-40da-b2cf-40444991086b
148bda3b-2fbc-42e3-aaff-ee9e7a57a20b
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": "Is the V2 version intended to replace the original?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "find" ], "loaded": [ "find", "read", "summarize" ] ...
{ "tools": [ "git_log" ], "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-...
{ "task_id": "6d0d0024d2eb51ef", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:c1c18eb5b2c0", "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
dd3d05d6-74e3-40da-b2cf-40444991086b
dd3d05d6-74e3-40da-b2cf-40444991086b
7dbac41b-5cf2-4d31-b9bd-d497b5c92ced
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": "Can you show me where the actual shell script template is defined?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "git_log", "list_dir", "read", "summarize", "find" ], ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "6d0d0024d2eb51ef", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:c1c18eb5b2c0", "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
dd47a740-a8a0-479d-a7e8-e8dfbd0cab1a
dd47a740-a8a0-479d-a7e8-e8dfbd0cab1a
9594bc98-d310-49cd-9893-6f4cc1cc7d09
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": "Show me the commit 68edfde and summarize the changes made to the walker.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git operations like show, log, diff, and blame to inspect commit history and changes", "exact": [ "diff" ], "after": [], "scores": { "command": 3, "process_signal": 0, "process_list": 0, ...
{ "task_id": "059722b348896413", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:430471ac4ebb", "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
d8ea868a-d132-4adc-b388-5d10629b200f
dd4b18a9-0eae-4032-b9c9-64f428045873
91eb5e6c-1033-47b6-9af9-e65af5899bfe
worker
implement
dc3bf9215aac8877
flask
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 relevant files to understand configuration loading logic.", "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": "fba3649611354d17", "repo": "flask", "split": "train", "archetype": "refactor", "prompt_group": "flask:d750f0ddbc22", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
35bdbc0e-2b8a-4c72-aa41-2c5a0bceb4bb
dd4b18a9-0eae-4032-b9c9-64f428045873
5bb9596d-5697-4d31-8c56-a10bb9c89339
worker
implement
dc3bf9215aac8877
flask
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": "Unify environment variable loading by moving `load_dotenv` from `cli.py` to a central location.", "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": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "fba3649611354d17", "repo": "flask", "split": "train", "archetype": "refactor", "prompt_group": "flask:d750f0ddbc22", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
dd5dc42a-562e-4a9e-bfe1-07c982f35135
dd5dc42a-562e-4a9e-bfe1-07c982f35135
08b7dee9-2e0b-4f55-9d58-4ec3378a89d9
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": "Was macht die Funktion `test_api.py` eigentlich genau? Ich will verstehen, wie die API-Tests strukturiert sind.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "3ac521d21699b4b6", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:147e0a2c011c", "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
1
dd892680-3943-4624-b886-77a97e3caeee
dd892680-3943-4624-b886-77a97e3caeee
a92b13ad-949c-42e2-b503-e697d40e2792
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The documentation in `doc/release-checklist.md` is outdated. Can you check `scripts/version-bump.sh` and see if we need to update any steps in the checklist?", "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": "adb718b902373f2e", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:3a65c392b747", "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
ddb019f8-b94b-427d-b4e0-a30c0a1151e4
ddb019f8-b94b-427d-b4e0-a30c0a1151e4
e8a6c2a2-c097-4733-a210-c50690422259
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Please look up the latest documentation for the `ignore` crate (version 0.4.33). I want to confirm exactly which gitignore patterns are supported by default now. Specifically, does it handle `.gitignore` files in subdirectories recursively out of the box, or do we need to configure...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to look up the latest ignore crate documentation on docs.rs", "exact": [ "fetch_url", "web_search" ], "after": [ "web_search", "fetch_url" ], ...
{ "task_id": "95e82cead66c12cf", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:7906e9ac99ab", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
ddd42d9b-5f9b-4cd1-b44e-eee037757857
ddd42d9b-5f9b-4cd1-b44e-eee037757857
c34b0a69-97cc-4acd-a232-13cc8cb84e96
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": "Review the `okhttp-coroutines` integration for potential race conditions. Specifically look at `okhttp-coroutines/src/main/kotlin/okhttp3/coroutines` and `okhttp/src/commonJvmAndroid/kotlin/okhttp3/internal/connection/Exchange.kt`. Does the cancellation logic properly close the und...
{ "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": "c424891a65e18ba2", "repo": "okhttp", "split": "train", "archetype": "security", "prompt_group": "okhttp:6b641c743a12", "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
de09d1f7-d47f-4fde-aeb3-0f36c52c491e
de09d1f7-d47f-4fde-aeb3-0f36c52c491e
b901947c-4457-45ab-a7f6-4fd8a6cd0bbb
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to debug an issue with `JsonNull`. In `gson/src/main/java/com/google/gson/JsonNull.java`, is there any logic to distinguish it from a JSON `null` literal in a `JsonObject`?\n\nPlease also look at `gson/src/test/java/com/google/gson/JsonNullTest.java` and tell me if there...
{ "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": "f7c1c13e2d96006f", "repo": "gson", "split": "train", "archetype": "data_files", "prompt_group": "gson:9f459e846154", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
de211ff5-bd1a-4d04-9fa1-f42b2cc00bba
de211ff5-bd1a-4d04-9fa1-f42b2cc00bba
c124fd4a-2c83-402b-a248-5d0d838f3614
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": "Hola, ¿podrías indicarme qué dice la especificación DNS sobre HTTPS (RFC 8484) respecto a la codificación de las respuestas? Tengo un test en `DnsRecordCodecTest.kt` que falla intermitentemente y quiero asegurarme de que mi implementación en `-DnsOverHttpsQuery.kt` sigue exactament...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search to research RFC 8484 specification for DNS over HTTPS response encoding", "exact": [], "after": [], "scores": { "extend_worker_budget": 0, "scan_pack": 0, "process_signal": 0, "answer_d...
{ "task_id": "499a69fc4b823923", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:f380277882b7", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
de32f753-92df-4322-8125-e4e4ad8a1b55
de32f753-92df-4322-8125-e4e4ad8a1b55
08cce1ec-b069-4f72-a60d-c0f6e86b988a
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Running `pytest tests/test_api.py` fails with:\n\n```python\nFAILED tests/test_api.py::test_request_with_transport - TypeError: __init__() got an unexpected keyword argument 'transport'\n```\n\nThis is happening in `httpx/_api.py`. The `request` function definition seems to have lo...
{ "tools": [], "requests": [ { "need": "I need to run pytest to reproduce the error and other shell commands to investigate the repository.", "exact": [], "after": [ "git_status" ], "scores": { "fetch_url": 0, "command_stop": 2, "terminal_close": 1, ...
{ "task_id": "1f774a4c39ba41d1", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:1b34e7f6ce29", "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
4
de373a4c-7250-4575-9cd7-6518e84a087a
de373a4c-7250-4575-9cd7-6518e84a087a
00a70ec6-b00d-4d92-8cfe-be68fc43432b
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Estou tentando usar `fd` para encontrar arquivos que começam com 'config' e terminam com '.yml' no diretório /etc. Como eu escrevo essa expressão regular?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "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": "28811a59350ed3d1", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:90d2d7676216", "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
13
de62f6eb-aa94-4483-9b10-24a2d0b92523
de62f6eb-aa94-4483-9b10-24a2d0b92523
64ed5620-fc06-4b92-b379-e106654b7c46
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I noticed we're still using an older version of ruff. Can you check `pyproject.toml` and update the dev dependencies to the latest stable version? Also, check if there are any breaking changes in the latest version that might affect our current linting rules.", "root_count": 1, ...
{ "tools": [], "requests": [ { "need": "web_search to find the latest stable version of ruff and any breaking changes in recent versions", "exact": [ "web_search" ], "after": [ "fetch_url" ], "scores": { "git_commit": 0, "secret_revoke": 0, ...
{ "task_id": "eba83fd92205c045", "repo": "httpx", "split": "train", "archetype": "dependencies", "prompt_group": "httpx:efad80f086af", "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
19
de930159-197b-48de-a4c1-a9abcf0cc8c1
de930159-197b-48de-a4c1-a9abcf0cc8c1
9a578dca-95a9-40a1-8c8c-b022e6ef2e44
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": "Find all places where Psr17FactoryProvider is instantiated or called. Specifically, I need to know if ServerRequestCreatorFactory uses it directly or through another factory.", "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": "9abd59fc43e926ed", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:aa1d575b5640", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
deb64f6c-fc53-421b-8a63-03158c3d9af3
deb64f6c-fc53-421b-8a63-03158c3d9af3
149e9b0e-be6e-4381-bc2a-ba161aca9825
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": "The `httpx.URL` object is mutating the original query parameters when I append a new one. \n\n```python\nimport httpx\n\nurl = httpx.URL('https://example.com', params={'a': '1'})\nnew_url = url.copy_with(params={'b': '2'})\n\nprint(url.params) # {'a': '1', 'b': '2'} ?!\nprint(new_u...
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "Run python code to reproduce the URL mutation bug and grep/test the fix", "exact": [], "after": [], "scores": { "page_act": 0, "http_request": 0, "page_snapshot": 0, "pack_board": 0, ...
{ "task_id": "280267b3362039e5", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:7b5fc6ca6c17", "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
27
deb64f6c-fc53-421b-8a63-03158c3d9af3
deb64f6c-fc53-421b-8a63-03158c3d9af3
19628e68-0359-49e3-86c9-f1da95f06367
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 fix `copy_with` in `httpx/_urls.py` to ensure deep copying of params?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "git_log", "request_tools", "command", ...
{ "tools": [ "code_rewrite", "command" ], "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"...
{ "task_id": "280267b3362039e5", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:7b5fc6ca6c17", "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
29
deb64f6c-fc53-421b-8a63-03158c3d9af3
deb64f6c-fc53-421b-8a63-03158c3d9af3
54f849c0-4a54-4412-970d-7b33ce201cc0
coordinator
implement_investigate
dc3bf9215aac8877
httpx
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": "Please add a regression test in `tests/models/test_url.py`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "read", "code_rewrite", "grep", "update_progress", "git_log"...
{ "tools": [], "requests": [ { "need": "Execute python code to append the regression test to tests/models/test_url.py", "exact": [], "after": [], "scores": { "capture_page": 0, "page_close": 0, "secret_list": 0, "command_stop": 0, "replace_lines": ...
{ "task_id": "280267b3362039e5", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:7b5fc6ca6c17", "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
16
debd5784-ec84-49ef-9b9c-d3c4dbf0598b
debd5784-ec84-49ef-9b9c-d3c4dbf0598b
fec71e9f-bb74-4f35-af5f-cd5d427e4d50
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `Slim/Error/Renderers/JsonErrorRenderer.php`, find the method that handles the response body. Is there any logic specifically for handling invalid UTF-8 characters? Quote the relevant line numbers.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface":...
{ "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": "aa9044e5aea8a17b", "repo": "slim", "split": "train", "archetype": "data_files", "prompt_group": "slim:0b2b1ada68a0", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
dedcc895-3ac2-47c5-afdc-607e8c5848ab
dedcc895-3ac2-47c5-afdc-607e8c5848ab
340bf8ee-e01b-40e0-89ec-b5ecc122b834
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 add a basic test case to `tests/test_exceptions.py` that ensures `httpx.HTTPError` is properly raised when a connection is refused?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "verify", "write" ], "requests": [ { "need": "write or edit file to add a test function to tests/test_exceptions.py", "exact": [ "edit", "write" ], "after": [], "scores": { "jq": 0, "scan_list": 0, "git_comm...
{ "task_id": "4c730111fdcb4d00", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:94a187cf4a39", "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
df7abfdb-94b3-4d56-ac63-e29e538b6ab9
df7abfdb-94b3-4d56-ac63-e29e538b6ab9
f6619ff8-c360-4c5f-aec6-eec889201827
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": "List all branches that have been merged into 4.x recently.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches", "git_log" ], "requests": [ { "need": "list git branches and check merge status with git", "exact": [], "after": [ "git_log" ], "scores": { "chmod": 0, "terminal_read": 0, "stat": 0, "git_diff": 1, ...
{ "task_id": "b03f60b82d7b6238", "repo": "slim", "split": "train", "archetype": "git_history", "prompt_group": "slim:ff9cffbb4a98", "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
df868721-6de5-49ce-9f2c-41b99515aa12
df868721-6de5-49ce-9f2c-41b99515aa12
48709262-6ba9-441b-8448-adc4d26e2b88
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": "Hi, I'm integrating Gson into an Android app but I've read the README mentions it's not recommended for Android. Can you explain specifically why the open-ended reflection causes issues during shrinking/obfuscation? What specific runtime crashes should I expect if I ignore this war...
{ "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": "d0739ecffb89f52f", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:f5496ae04cfe", "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
df868721-6de5-49ce-9f2c-41b99515aa12
df868721-6de5-49ce-9f2c-41b99515aa12
785e3ef7-1056-4eba-ada2-4b2abf3a40cc
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": "Got it, thanks. If I decide to stick with Gson anyway, can you point me to the troubleshooting section that covers how to configure ProGuard rules to avoid these crashes? I want to make sure I'm excluding the right classes.", "root_count": 1, "posture": "build", "workers_in_f...
{ "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": "d0739ecffb89f52f", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:f5496ae04cfe", "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
df868721-6de5-49ce-9f2c-41b99515aa12
df868721-6de5-49ce-9f2c-41b99515aa12
19ec4793-e986-45d3-bc88-7b4deba5c94e
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": "I see. So basically, the optimizer removes or renames fields that Gson relies on via reflection. Is there a standard set of `keep` rules I should apply to my `proguard-rules.pro` file to make Gson safe for release builds, or is it safer to just switch libraries?", "root_count": 1...
{ "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": "d0739ecffb89f52f", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:f5496ae04cfe", "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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worker
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flask
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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 and classify three files: report whether each contains real secrets, test fixtures, or placeholder/example values.", "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": "61f86ba13ab4c9ee", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:85257f9bfee5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "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_dispatch
dc3bf9215aac8877
flask
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "Check if `examples/tutorial/flaskr/db.py` has any hardcoded credentials too.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "wait", "task", "read" ], "loaded": [ ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "work-with-kubernetes": 0, "use-secrets-without-reading-...
{ "task_id": "61f86ba13ab4c9ee", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:85257f9bfee5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
flask
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false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read examples/tutorial/flaskr/db.py and determine if it contains any hardcoded credentials, API keys, tokens, or secrets.", "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": "61f86ba13ab4c9ee", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:85257f9bfee5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
df926c40-99a2-4146-bc6d-bd0b1d92457b
df926c40-99a2-4146-bc6d-bd0b1d92457b
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coordinator
implement_dispatch
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "Confirm if `.flaskenv` should be in `.gitignore` or if we need to exclude it from the scan.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "wait", "task", "read" ], "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "survey-a-threat-model": 1, "draw-a-diagram": 0, "qu...
{ "task_id": "61f86ba13ab4c9ee", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:85257f9bfee5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
flask
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false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Check the repository's `.gitignore` and any secret-scanner configuration to determine the correct handling for `.flaskenv` files (gitignore vs scan exclusion).", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "61f86ba13ab4c9ee", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:85257f9bfee5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
dfa1cdae-a6a7-473d-8b82-746206c24b88
dfa1cdae-a6a7-473d-8b82-746206c24b88
bd529428-7680-448f-9481-cda54685d34e
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 bump pflag to the latest version. Check go.mod to see what we're on right now and let me know if any of the existing command or flag logic in command.go might be affected by a major version bump.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "sur...
{ "tools": [ "command", "web_search" ], "requests": [ { "need": "search the web for the latest version of github.com/spf13/pflag and its changelog to check for breaking changes", "exact": [], "after": [ "command" ], "scores": { "git_commit": 0, "ve...
{ "task_id": "b4ba595e8700afb3", "repo": "cobra", "split": "train", "archetype": "dependencies", "prompt_group": "cobra:95e829d0f0b0", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
dc3bf9215aac8877
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": "We need to add `httpx-retries` to our project. Update `pyproject.toml` to include it and let me know if there are any potential conflicts with our existing transport implementations in `httpx/_transports/`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "sur...
{ "tools": [ "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-di...
{ "task_id": "bcbab0d8bdd5547f", "repo": "httpx", "split": "train", "archetype": "dependencies", "prompt_group": "httpx:1c1891da8a7c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
dc3bf9215aac8877
slim
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false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to know where `FastRouteDispatcher::getAllowedMethods()` caches its results. The recent commit mentions fixing a cache size issue here. Show me the relevant code in `Slim/Routing/FastRouteDispatcher.php`.", "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": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "ed2c0263f85fa30f", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:730baee24895", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
dfcd1ae8-9cba-4fe1-ace1-fe22d6c837ee
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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": "What is the default cache size constant or magic number used?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find" ], "loaded": [ "find", "summarize" ] }
{ "tools": [ "git_log", "git_show" ], "requests": [ { "need": "git log and git show to investigate code history and recent commits", "exact": [], "after": [ "git_show" ], "scores": { "jq_edit": 0, "worker_cancel": 0, "render_view": 0, ...
{ "task_id": "ed2c0263f85fa30f", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:730baee24895", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
27
dfcd1ae8-9cba-4fe1-ace1-fe22d6c837ee
dfcd1ae8-9cba-4fe1-ace1-fe22d6c837ee
850eb933-3bbb-4a14-8f26-901fcad79e91
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": "Find the commit hash that fixed the bound allowed methods cache.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_show", "git_log", "request_tools", "summarize", "find" ], "lo...
{ "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": "ed2c0263f85fa30f", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:730baee24895", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
dfebad74-d634-4cd7-88fe-270fecf35f19
dfebad74-d634-4cd7-88fe-270fecf35f19
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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": "Hi, I'm seeing an `ArrayIndexOutOfBoundsException` when trying to parse a malformed JSON string with `JsonParser` in strict mode. It seems like the error handling for unpaired surrogates (fix #3116) might be triggering too late or not correctly catching indices.\n\nHere is the stac...
{ "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": "09461132b8f4a0a5", "repo": "gson", "split": "train", "archetype": "bugfix", "prompt_group": "gson:3afdd0e6aba0", "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
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coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm not happy with how I handled the routing logic in the last commit. Can you revert the last commit and let me start over with the `Slim/Routing/RouteResolver.php` changes?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_commit", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "Git operations: log, diff, stash, checkout, commit, and show to revert the last commit and inspect RouteResolver.php", "exact": [ "diff" ], ...
{ "task_id": "97ada07cca85c428", "repo": "slim", "split": "train", "archetype": "commit", "prompt_group": "slim:b640e1b1423a", "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
5
e07c1e60-182f-4f49-ba62-9893815f225c
e07c1e60-182f-4f49-ba62-9893815f225c
a9fbf480-db69-4996-bf27-45338fd7f875
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to implement a subcommand structure where the main command is `myapp` and subcommands are `myapp build` and `myapp deploy`. How should I structure the class hierarchy and the Thorfile to support this without duplicating the runner logic?", "root_count": 1, "posture": "bu...
{ "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": "df970517f16d75ae", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:a34b535826fb", "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
e07c1e60-182f-4f49-ba62-9893815f225c
e07c1e60-182f-4f49-ba62-9893815f225c
f55a6005-3286-4862-915b-ef73f219fa52
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": "Does the subcommand class need to inherit from Thor or Thor::Group?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "list_dir" ], "loaded": [ "list_dir", "rea...
{ "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": "df970517f16d75ae", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:a34b535826fb", "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
e07f8fa2-bd0b-4c58-aeb7-a0c352b7954c
e07f8fa2-bd0b-4c58-aeb7-a0c352b7954c
a147925f-8847-4269-b1b8-c6de62f52b88
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": "Ajoute la gem 'addressable' au Gemfile pour le support des URL complexes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "Edit the Gemfile to add 'gem \"addressable\"' after 'gem \"rake\"'", "exact": [ "edit" ], "after": [], "scores": { "wc": 0, "git_log": 0, "terminal_snapshot": 0, "scan...
{ "task_id": "826d4da56bada873", "repo": "thor", "split": "train", "archetype": "dependencies", "prompt_group": "thor:619ab4f7bbf2", "lang": "fr", "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
16
e082b0c7-92b3-4b6b-9443-069a81a3e74f
e082b0c7-92b3-4b6b-9443-069a81a3e74f
380897ad-ca8c-4b0b-a7fc-faed29b10430
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": "Ich versuche gerade, die Shell-Autocompletions für mein Projekt zu konfigurieren. In der `completions.go` sehe ich viele Directives wie `ShellCompDirectiveNoFileComp`. Was bedeutet `ShellCompDirectiveNoSpace` genau und wann sollte ich es im Vergleich zu `ShellCompDirectiveDefault` ...
{ "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": "a74e2a1005b15ac0", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:409ff7c3ed88", "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
e0a0d9bf-399c-4bea-acb5-b56bbbd62d74
e0a0d9bf-399c-4bea-acb5-b56bbbd62d74
c6366552-87fc-4ab9-a091-29ace48dd568
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Slim\\Handlers\\Strategies\\RequestResponseNamedArgs.php において、名前付き引数(named arguments)がどのように解決されているのか教えてください。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "87db877b085fdc59", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:7bd3c6053a49", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
e0c5644a-d2dc-4e52-92b5-72654b091527
e0c5644a-d2dc-4e52-92b5-72654b091527
e3fb402d-1772-4621-9c6e-8c8778f558ab
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 look at `tests/test_blueprints.py` and tell me what specific edge cases are being tested for blueprint registration?", "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": "b0178785127d919e", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:216cd06c0c61", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
e0ce6ce1-96ca-4408-9d70-8d452dc199e5
e0ce6ce1-96ca-4408-9d70-8d452dc199e5
0b74508a-132a-4b3c-aefa-ea498731096e
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a memory leak in my async client. I'm using `httpx.AsyncClient` to make a burst of requests in a loop. After a few thousand iterations, the process memory usage keeps climbing and never comes back down.\n\nHere is my setup:\n\n```python\nasync with httpx.AsyncClient() as...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "diagnose-performance" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true,...
{ "task_id": "e5ca5d809be506d5", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:07e1dbe1a56c", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
e0d91c75-36b0-48ce-927d-ed36c3d9d58e
e0d91c75-36b0-48ce-927d-ed36c3d9d58e
25c1e13f-9fa5-496a-9a69-838171a69fc0
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 explain how the request context is managed in `src/flask/ctx.py`? I'm trying to understand how local proxies work here.", "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": "db4133619eeaff47", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:7f52f95bec46", "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" }