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pw-decide-row/1
4
a4e4c739-4f19-4ac0-9837-d0a7481c6d7c
a4e4c739-4f19-4ac0-9837-d0a7481c6d7c
4bfdc4f0-8d8d-4e8e-bde4-1137942fa498
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": "open a terminal so i can run some manual mocha tests", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open" ], "requests": [ { "need": "open a terminal to run manual mocha tests", "exact": [], "after": [], "scores": { "pack_board": 0, "git_branches": 0, "chown": 0, "terminal_send": 3, "git_diff": 0, "worker_canc...
{ "task_id": "e2629c6552854464", "repo": "express", "split": "train", "archetype": "ops", "prompt_group": "express:1bed8531812f", "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
3
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a50448b2-d68a-44bc-b56a-4782584b48e3
ed22e823-e2ed-4480-840c-d03776590ca5
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Scan `render/` for SSRF or path traversal risks. Specifically, look at `html.go` and `reader.go` (for static files). If someone controls the template name or file path passed to the renderers, can they escape the template directory or read arbitrary files? Also, check `response_wri...
{ "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": "df9aa86c4a58b722", "repo": "gin", "split": "train", "archetype": "security", "prompt_group": "gin:81ec40695598", "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
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a51cebe4-98a1-4c93-b12a-c368cf52e6ac
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coordinator
implement_investigate
dc3bf9215aac8877
express
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": "Upgrade morgan to 1.12.0 as seen in the recent commits, and verify it doesn't break the logging behavior in any of the examples.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "command to run npm test and shell commands for verification", "exact": [ "command" ], "after": [], "scores": { "process_list": 1, "git_status": 0, "diff": 0, "replace_lines": 0, "scan_summary": ...
{ "task_id": "6fae2744e88632c9", "repo": "express", "split": "train", "archetype": "dependencies", "prompt_group": "express:d1d3d6430185", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
a5262c73-0772-48ec-aa84-5e3d9d4d49fc
a5262c73-0772-48ec-aa84-5e3d9d4d49fc
bd32ebee-98bd-435d-9f2b-fa60dccd1b0a
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": "The way we handle URL objects in httpx/_client.py vs httpx/_urls.py is inconsistent. Sometimes we pass strings, sometimes URL objects. Can you standardize the client methods to accept Union[str, httpx.URL] but normalize them immediately to httpx.URL instances internally? Update htt...
{ "tools": [], "requests": [ { "need": "structural grep and structural code_rewrite for Python function definitions", "exact": [ "code_rewrite" ], "after": [ "code_rewrite", "write" ], "scores": { "git_show": 0, "scan_query": 4, ...
{ "task_id": "40fc3ead2454fd68", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:076f7ed2da4f", "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
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a58f0807-0bee-4f89-8af9-2fb62332ee7d
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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": "Preciso dar um up na versão do Gson antes de liberar o release. No arquivo `gson/pom.xml`, altere a versão atual para `2.14.1-SNAPSHOT`. Também atualize as referências hardcoded para a versão no `README.md` e na documentação `Troubleshooting.md` se houver menções à versão 2.14.0.",...
{ "tools": [ "edit" ], "requests": [ { "need": "edit tool to replace exact spans in README.md and UserGuide.md", "exact": [ "edit" ], "after": [], "scores": { "survey_repo": 1, "secret_revoke": 0, "git_blame": 0, "page_close": 0, ...
{ "task_id": "1d21ff6f5c44a64c", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:94af004fdbf4", "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
19
a58f0807-0bee-4f89-8af9-2fb62332ee7d
a58f0807-0bee-4f89-8af9-2fb62332ee7d
3b96d9f7-03c5-4e6f-a11e-9daba610865a
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": "Depois de atualizar os arquivos, por favor, faça uma busca por comentários `TODO` em todo o código fonte e liste-os para mim para que eu possa priorizar.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_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": "1d21ff6f5c44a64c", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:94af004fdbf4", "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
16
a5953aa1-e615-4b52-b862-33d248d84e77
a5953aa1-e615-4b52-b862-33d248d84e77
b2ba604a-c233-4bab-8791-f84aaa621bd3
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I noticed we are using an older version of qs. Can you check package.json and see if upgrading to the latest version would break any of our request parameter handling in lib/request.js?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inv...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "fetch_url and web_search to check latest qs npm version and changelog", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "scan_pack": 0, ...
{ "task_id": "af5530851988995e", "repo": "express", "split": "train", "archetype": "dependencies", "prompt_group": "express:1c4a7ed0dd05", "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
a5953aa1-e615-4b52-b862-33d248d84e77
a5953aa1-e615-4b52-b862-33d248d84e77
00741165-caa5-40f5-bc07-dc3a479f6730
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": "run the tests in test/req.query.js after the upgrade", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "read", "request_tools", "grep", "web_search" ], "loaded": [ ...
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run npm tests for req.query", "exact": [ "command" ], "after": [], "scores": { "page_snapshot": 0, "page_close": 0, "git_checkout": 0, "move": 0, "git_commit": 0...
{ "task_id": "af5530851988995e", "repo": "express", "split": "train", "archetype": "dependencies", "prompt_group": "express:1c4a7ed0dd05", "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
a5a5aeb8-9f58-4b0e-9cd9-3630df39f9a8
a5a5aeb8-9f58-4b0e-9cd9-3630df39f9a8
868cb9cd-3a26-42e7-b407-fc40188b6fd5
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 some issues with date parsing. Can you explain the logic inside `DefaultDateTypeAdapter`?", "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": "583ce4104b446d85", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:1059aa45b84f", "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
a5e7d5da-e3f3-4e6d-a421-6b15170eb25f
a5e7d5da-e3f3-4e6d-a421-6b15170eb25f
2d4e8f9f-e82e-47de-b608-7a1d0e82ea90
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": "Find all TODO comments in the `okhttp/src/commonJvmAndroid` directory. I want a list of them with line numbers and file paths 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": "1672b193cfb2dd18", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:1001c326027f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
a5f2b69e-7456-4603-9d92-f2f7aa68b177
a5f2b69e-7456-4603-9d92-f2f7aa68b177
ae739988-5a12-4af8-b6b7-71c2b2acea66
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": "Is there any reason not to upgrade `aho-corasick` to the latest version? Check if it might affect our pattern matching performance in src/regex_helper.rs.", "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 research aho-corasick crate latest version, breaking changes, and MSRV requirements", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], ...
{ "task_id": "88cedd83f9de8a6f", "repo": "fd", "split": "train", "archetype": "dependencies", "prompt_group": "fd:b1494231c790", "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
a6044a0d-2d09-46f7-98c8-595f82dc1e7d
a6044a0d-2d09-46f7-98c8-595f82dc1e7d
3bbdd38c-da06-437e-8413-e239313f59dd
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need a unique secret key to use as an environment variable for the testing of `src/sanitize.rs`. Give me something high-entropy.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "secret_generate" ], "requests": [ { "need": "generate a random high-entropy secret key for use as an environment variable in tests", "exact": [], "after": [ "secret_generate" ], "scores": { "stat": 0, "code_rewrite": 0, "page_clos...
{ "task_id": "f5a7d23f59664657", "repo": "fd", "split": "train", "archetype": "ops", "prompt_group": "fd:7aa64a0b426e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
a6486e3b-9956-413d-abc8-55f99221c2ec
a6486e3b-9956-413d-abc8-55f99221c2ec
951aa393-a05c-4038-97bb-5aba2f568062
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a simple regression test for `lib/thor/shell/color.rb` to make sure color codes are being stripped correctly when not in a TTY environment.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "write" ], "requests": [ { "need": "Edit and write files to add a regression test to spec/shell/color_spec.rb", "exact": [ "edit", "write" ], "after": [ "command" ], "scores": { "git_diff": 1, ...
{ "task_id": "3cf959bb7cf9e1a5", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:d5fe7b9e147c", "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
28
a6563a47-5399-4abf-9b50-333312b8843f
a6563a47-5399-4abf-9b50-333312b8843f
e78051e5-7f5a-4726-ab55-bcd0efa1c05a
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing an ArgumentError when passing an option with a default value that is a complex object (like a Hash or Array) via the command line parser.\n\n```\n$ thor my_task --option [\"a\",\"b\"]\nArgumentError: invalid value for Option: [\"a\",\"b\"]\n from lib/thor/parser/option....
{ "tools": [], "requests": [ { "need": "I need to write a reproduction script to confirm the bug.", "exact": [ "write" ], "after": [ "command" ], "scores": { "move": 0, "scan_query": 0, "page_open": 0, "git_commit": 1, "...
{ "task_id": "4638a0f2f4a02cd2", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:835b047a1584", "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
18
a660df6b-5cff-44c3-8519-c899b632a797
a660df6b-5cff-44c3-8519-c899b632a797
2bb69c88-6132-4dee-bb4b-3b16d04e5c98
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you find every reference to 'request.headers' in lib/request.js and lib/response.js? I'm trying to audit how we handle headers.", "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": "42b53111908580aa", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:11adf0515267", "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
a69805e7-05d4-40b6-89d1-5623d948a391
a69805e7-05d4-40b6-89d1-5623d948a391
bed77ec1-faf4-429e-b339-14c42f30a081
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": "Il test test/acceptance/downloads.js è fallito con un errore di timeout. Lascialo in esecuzione in background e fammi sapere se si risolve da solo o se serve un fix nel controller dell'esempio. Intanto controlla git blame su examples/downloads/index.js per vedere chi ha toccato il ...
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "Run a command (npm test) and git blame on examples/downloads/index.js", "exact": [ "command" ], "after": [ "wait", "command_output" ], "scores": { "http_...
{ "task_id": "4cd5b0511701bcf4", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:b903948cbf61", "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
2
a6af122a-f087-46d9-938e-5608921af810
a6af122a-f087-46d9-938e-5608921af810
7d9d0ed7-e52f-44e6-98c7-1ff7499a6c3b
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": "Parse `composer.json` and extract all package names from the `require` and `require-dev` sections. Are there any packages listed in `require-dev` that are missing from the autoload files in `autoload/` (if present, otherwise just list them)?", "root_count": 1, "posture": "build...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "f02c40448c3bb975", "repo": "slim", "split": "train", "archetype": "data_files", "prompt_group": "slim:1ad6beabade2", "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
a6b59d55-ba07-4a7a-8a54-9da6c82c174c
a6b59d55-ba07-4a7a-8a54-9da6c82c174c
b876d442-5a01-4c43-9614-3297ac33e10f
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": "Start the local sandbox server so I can test the browser integration tests manually. I need to hit `sandbox/client.html` and verify the XHR progress events are firing correctly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate...
{ "tools": [ "command", "terminal_open" ], "requests": [ { "need": "run a command in a terminal to start a long-running server", "exact": [ "command" ], "after": [ "command" ], "scores": { "mkdir": 0, "view_video": 0, "git_sho...
{ "task_id": "ba094f8181a27559", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:f933e1483b9a", "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
a6b59d55-ba07-4a7a-8a54-9da6c82c174c
a6b59d55-ba07-4a7a-8a54-9da6c82c174c
37f3c890-9358-40d3-86e3-bdf891458f2d
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": "Okay, server is running. I'll run the browser tests now. Wait for me to paste the output.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "terminal_open", "command", "read", "list_dir", ...
{ "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": "ba094f8181a27559", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:f933e1483b9a", "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
a6b59d55-ba07-4a7a-8a54-9da6c82c174c
a6b59d55-ba07-4a7a-8a54-9da6c82c174c
3f427fc7-2b70-4b58-9eff-08b515d6a0fa
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": "Actually, hold off on the tests. First, check if `lib/helpers/progressEventReducer.js` is handling the `loaded` vs `total` bytes correctly. I suspect we're sending zero for total on some chunked responses.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surf...
{ "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": "ba094f8181a27559", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:f933e1483b9a", "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
a71853a4-891d-4166-8727-8c58ebbb1ba1
a71853a4-891d-4166-8727-8c58ebbb1ba1
d84cf7a6-318b-4cbf-a5f6-d5d2f3bf6962
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The CI is failing on the latest `main` branch. Could you run the full test suite and attach the output? I suspect it's related to that recent body-parser bump.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "Run npm test and capture full output to see if CI is failing", "exact": [], "after": [], "scores": { "code_rewrite": 0, "view_video": 0, "page_act": 0, "page_open": 0, "git_checkout": 0, ...
{ "task_id": "435fc418791b0a65", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:2ff5e19a83c9", "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
a72ce4f4-4c23-433f-9041-77113ccae6ac
a72ce4f4-4c23-433f-9041-77113ccae6ac
f043296c-2f55-41f4-9cc4-0512e9a05485
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to understand how Gson handles custom adapters. Where is the `JsonAdapterAnnotationTypeAdapterFactory` implemented and what does it do with the annotation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "b2fd89343044f29f", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:3d01f16fd2a0", "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
a7572135-341e-4e4b-a599-f950f5df16a4
a7572135-341e-4e4b-a599-f950f5df16a4
97307733-94cb-4097-a566-115dfc7e0a13
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": "Where is the `smart_case` logic implemented? I need to understand how it decides to switch from case-insensitive to case-sensitive matching.", "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": "ef321c832514c929", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:f316d217081b", "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
a7572135-341e-4e4b-a599-f950f5df16a4
a7572135-341e-4e4b-a599-f950f5df16a4
f9e49826-6a57-47a6-aea3-4a0cb3c44da3
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": "Is this logic in the regex helper or the filter module?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "ef321c832514c929", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:f316d217081b", "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
a7572135-341e-4e4b-a599-f950f5df16a4
a7572135-341e-4e4b-a599-f950f5df16a4
87496da8-7838-4a0d-83af-f2afb5831f39
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 where `smart_case` is initialized in config.rs", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "read", "grep" ], "loaded": [ "grep", "list_dir", "read" ]...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "ef321c832514c929", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:f316d217081b", "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
be3ffffe-24e6-4735-bcc1-6149e77afe24
a76436f0-1786-4ea8-b6f0-a772fbbd6052
7351a72d-7a7c-4dfd-ad3f-45e812e7c40d
worker
implement
dc3bf9215aac8877
cobra
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": "Read and report the full contents of MAINTAINERS, CONTRIBUTING.md, site/content/projects_using_cobra.md, and README.md to assess current state and identify any needed updates or broken links.", "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": "672c053c13e277d5", "repo": "cobra", "split": "train", "archetype": "multi_part", "prompt_group": "cobra:87c294772079", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
a76f9aea-3515-4bb0-bbb3-d43d4b7be887
a76f9aea-3515-4bb0-bbb3-d43d4b7be887
1285669c-6047-40db-ad4d-f21ca82d1845
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": "where's the code that handles the `SerializedName` annotation? I want to see how the field name gets remapped during serialization.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "2c1ccba6f37f514e", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:4a45bd7ade01", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
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63347aac-0ff0-428a-8603-5e901e258f9b
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": "Commit all my current changes. Use a good descriptive message for each one.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "git_status and git_diff to check current changes in the repository", "exact": [ "git_diff", "git_status" ], "after": [ "git_status", "git_diff" ], "score...
{ "task_id": "02ba7da7c7c3cdf5", "repo": "fd", "split": "train", "archetype": "commit", "prompt_group": "fd:99d6e3d76379", "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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a7a4fd5e-63db-419b-b68f-40f64cdf946a
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coordinator
implement_investigate
dc3bf9215aac8877
axum
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": "Add a new test case to `axum-macros/tests/from_request/pass/tuple.rs` that verifies a handler can take a tuple containing both a `State` and a `Json` extractor.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "edit a file with a span of text", "exact": [ "edit" ], "after": [], "scores": { "task": 1, "git_checkout": 0, "scan_compare": 0, "git_status": 0, "replace_lines": 4, "terminal_snapshot":...
{ "task_id": "b9b35de962b93089", "repo": "axum", "split": "train", "archetype": "small_change", "prompt_group": "axum:eae4af36d589", "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
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coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "find all TODO comments in the codebase and list them with their file paths", "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": "fa55bebe79e0b047", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:b33f81a4bd32", "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
40
a7d40f1e-38be-4a44-ae75-36168988ea98
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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 open an interactive shell session inside a container that has the current Go environment set up so I can debug the flag grouping logic manually?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_close", "terminal_open", "terminal_read", "terminal_send", "terminal_snapshot" ], "requests": [ { "need": "terminal_open to open an interactive shell with Go 1.26.6", "exact": [ "terminal_open" ], "after": [ "ter...
{ "task_id": "88bda34fa8521d23", "repo": "cobra", "split": "train", "archetype": "ops", "prompt_group": "cobra:38e4262bfc0a", "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
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a7f77cad-b41b-41c0-b3d7-ffdfcca2b189
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coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you check if upgrading the 'actions/setup-python' version in our workflow would impact our testing environment? I noticed a lot of recent bumps in the commit history.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "fetch_url", "git_diff", "git_log", "git_show", "web_search" ], "requests": [ { "need": "git log, git show, and git blame to inspect commit history and file changes", "exact": [], "after": [ "web_search" ], "scores": { ...
{ "task_id": "0aeba29da16eccb0", "repo": "requests", "split": "train", "archetype": "dependencies", "prompt_group": "requests:e24ceedb3b4f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
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a815797a-4689-4b71-b0d0-bd93f02660e0
84ea8f91-6b60-48d0-917a-3e3b2a468f5b
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": "Quick question: What's the recommended way to handle command line argument parsing for boolean flags in Ruby 3.2+? I'm looking at the `Thor::Parser::Argument` class. Is there a standard library feature or a specific gem like `optimist` that's now preferred over Thor's built-in pars...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Ruby 3.2+ CLI argument parsing best practices for boolean flags, specifically alternatives to Thor and whether any standard library feature or library like optimist is now preferred", "e...
{ "task_id": "6d7c450a277bc9f5", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:a67b04bfb6b5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
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": "Riesci a cercare su Google o StackOverflow qual è l'errore comune legato al 'test link failure' su macOS menzionato nella commit adbc881? Vorrei capire se il problema persiste anche nelle build CI attuali.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surf...
{ "tools": [ "command", "git_show", "web_search" ], "requests": [ { "need": "git commands like git show, git log, and shell command execution", "exact": [ "command" ], "after": [ "web_search" ], "scores": { "survey_repo": 0, "jq_e...
{ "task_id": "70351914d0f2a0bb", "repo": "cobra", "split": "train", "archetype": "web", "prompt_group": "cobra:121308d93719", "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
15
a8318372-13e2-4642-ba81-0ce455743441
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coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting an error when trying to use the progress event reducer:\n\n`ProgressEventReducer is not a function`\n\nLooking at `lib/helpers/progressEventReducer.js`, the export seems correct. I checked the Axios documentation on their website, but it doesn't mention this helper spec...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "Search the web for the official Axios documentation page on handling progress events", "exact": [], "after": [ "web_search" ], "scores": { "wc": 0, "terminal_open": 0, "http...
{ "task_id": "214a27959feab5ea", "repo": "axios", "split": "train", "archetype": "docs_online", "prompt_group": "axios:450c47909da4", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
a8318372-13e2-4642-ba81-0ce455743441
a8318372-13e2-4642-ba81-0ce455743441
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coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you check if there's a missing export in the main index file?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "web_search", "request_tools", "fetch_url" ], "lo...
{ "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": "214a27959feab5ea", "repo": "axios", "split": "train", "archetype": "docs_online", "prompt_group": "axios:450c47909da4", "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
a8318372-13e2-4642-ba81-0ce455743441
a8318372-13e2-4642-ba81-0ce455743441
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coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Look for any usage of `progressEventReducer` in the test files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "web_search", "request_tools", "fetch_url" ], "load...
{ "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": "214a27959feab5ea", "repo": "axios", "split": "train", "archetype": "docs_online", "prompt_group": "axios:450c47909da4", "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
a83caaa0-c2fd-49d3-94d8-6b9bfcdc624b
a83caaa0-c2fd-49d3-94d8-6b9bfcdc624b
28e7b87b-b713-4938-be10-cb269df3b323
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": "Estoy revisando los ejemplos para aprender. ¿Qué diferencia hay en la estructura de archivos entre `examples/mvc/index.js` y `examples/route-separation/index.js`?", "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": "4b446ac2cb2aa768", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:bc01cef5542d", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
a83caaa0-c2fd-49d3-94d8-6b9bfcdc624b
a83caaa0-c2fd-49d3-94d8-6b9bfcdc624b
d25d8e2c-4cb5-434d-920b-52169d5668dd
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": "¿Cuál de los dos patrones es el recomendado para aplicaciones de gran escala en este framework?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "read" ], "loaded": [ "list_dir...
{ "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": "4b446ac2cb2aa768", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:bc01cef5542d", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
a840a30c-7b67-4b4a-a086-bc9800b1ed94
a840a30c-7b67-4b4a-a086-bc9800b1ed94
707e0eb9-42cf-419e-898e-3fe32a3cd698
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "show me the diff for commit 1bd0ecf", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_show" ], "requests": [ { "need": "git_diff tool to show commit diff for 1bd0ecf", "exact": [ "diff", "git_diff" ], "after": [ "git_show" ], "scores": { "command_stop": 0, "git_merge": 0, "...
{ "task_id": "f7638cf0cc0ade11", "repo": "gin", "split": "train", "archetype": "git_history", "prompt_group": "gin:45e9d819ee70", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
a8877ea1-c5f6-49a1-8e56-b74b164d8100
a8877ea1-c5f6-49a1-8e56-b74b164d8100
fd52a1cc-a0ca-46bc-b34e-89a5d87b5a53
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "add a .gitignore entry for all build artifacts (*.exe, *.out, etc)", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "write" ], "requests": [ { "need": "write to a file", "exact": [ "write" ], "after": [], "scores": { "git_diff": 0, "edit": 4, "scan_list": 0, "move": 0, "terminal_close": 0, "web_search": 0, "stat":...
{ "task_id": "ae76457d3709343d", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:9b1fe9963e07", "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
a8880384-d35f-4155-aba3-0eb4ffa0cba9
a8880384-d35f-4155-aba3-0eb4ffa0cba9
38d47cc1-2182-449a-9d38-4d2022608764
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": "Agrega un nuevo test de unidad en `args_test.go` para verificar que el validador de argumentos funcione correctamente con un caso de borde.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "replace_lines" ], "requests": [ { "need": "write tool to append new test cases to args_test.go", "exact": [ "write" ], "after": [ "edit", "command" ], "scores": { "terminal_open": 1, "page_...
{ "task_id": "b17c80ff74df6ffa", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:087bb3d8b0fb", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
a8cae58b-f453-47bf-b9f8-b5cba6a54e97
a8cae58b-f453-47bf-b9f8-b5cba6a54e97
4a9544ea-98a2-4d6e-b4a8-c3981027b721
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": "Please hit the public endpoint https://httpbin.org/post with a POST request containing JSON payload {\"status\": \"ok\"} and tell me exactly what it returns in the JSON response. I'm debugging a webhook integration and want to ensure my Flask view is serializing the data correctly ...
{ "tools": [ "http_request" ], "requests": [ { "need": "Send a POST HTTP request with a JSON body to an external URL", "exact": [], "after": [ "http_request" ], "scores": { "extend_worker_budget": 0, "task": 1, "wait": 0, "secret_genera...
{ "task_id": "4c45eb9d01b9a98d", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:ac7ed94e40d2", "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
a8d930b9-1dc6-4acb-a77f-9beb303e130c
a8d930b9-1dc6-4acb-a77f-9beb303e130c
26dd5ba0-c1bf-4c16-ae31-27cba51801ae
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": "Please fix the logic in `zsh_completions.go`. Currently, my CLI doesn't provide completions for subcommands unless I export `_MYTOOL_COMPLETE` environment variable manually. I expected `source <(mytool completion zsh)` to work out of the box based on the docs.\n\nThe generated zsh ...
{ "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": "f2af3d2d4ad66d16", "repo": "cobra", "split": "train", "archetype": "bugfix", "prompt_group": "cobra:b7ef80bae6a0", "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
28
a90c5d19-4aee-409e-8762-17f8ec84cc8e
a90c5d19-4aee-409e-8762-17f8ec84cc8e
f8f173f3-81cb-4997-88c4-ac3175052578
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify that the DNS over HTTPS implementation doesn't block the main thread. Can you start the `okcurl` tool with the `--debug` flag against a local mock server and show me the logs? I want to see if the DNS resolution is happening asynchronously.", "root_count": 1, "...
{ "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": "9a0b72790c393247", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:fedf65f4e198", "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
a91620a4-e90c-4338-82b3-eee6be84975a
a91620a4-e90c-4338-82b3-eee6be84975a
858935f2-39af-4b70-ae2e-32e09f8fdc32
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": "Please bump the version number in the README and the maven pom files to 2.14.1-SNAPSHOT.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit to replace an exact text span in README.md", "exact": [ "edit" ], "after": [], "scores": { "git_stash": 0, "git_status": 1, "command": 1, "git_ref": 0, "source_history": 1, ...
{ "task_id": "0f6cb4f3bc84db9b", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:d510aec8ab05", "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
a95cd382-a983-4300-924a-3ddbbf209a29
a95cd382-a983-4300-924a-3ddbbf209a29
c5f8504a-405c-4814-aa95-c4e0e88eb05c
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify the new conditional revalidation support for QUERY requests added in #7366. Run the acceptance test for web-service or content-negotiation and make sure the ETag header is being generated correctly on GET requests with If-None-Match.", "root_count": 1, "posture...
{ "tools": [], "requests": [ { "need": "run shell commands like npm test", "exact": [], "after": [ "write" ], "scores": { "process_signal": 0, "stat": 0, "fetch_url": 0, "chown": 0, "edit": 0, "replace_lines": 0, "comm...
{ "task_id": "c7f83707008131f8", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:552b67f99041", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
a9603d13-7a49-4f9d-b03d-b835e18d02c7
a9603d13-7a49-4f9d-b03d-b835e18d02c7
dbee1775-0c4f-44ee-9b27-86488ac246fe
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": "The `Slim\\Error\\Renderers\\XmlErrorRenderer` is not escaping special characters in the stack trace or exception message, leading to malformed XML. This is a security issue (XSS via error output).\n\nPlease update `Slim/Error/Renderers/XmlErrorRenderer.php` to properly escape all ...
{ "tools": [ "edit", "write" ], "requests": [ { "need": "write tool to create/replace the XmlErrorRenderer.php file", "exact": [ "write" ], "after": [ "write" ], "scores": { "delete": 0, "http_request": 0, "git_commit": 2, ...
{ "task_id": "ea458c59fdb75ad3", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:1fb3edb321a5", "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
a967fff7-ab4a-4af6-9359-af9f1f064be5
a967fff7-ab4a-4af6-9359-af9f1f064be5
10c6d9c4-8aae-4b27-8d50-54a94c891be2
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": "Run the tests and tell me if anything is failing in `spec/parser/`", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands", "exact": [], "after": [], "scores": { "git_log": 0, "view_video": 0, "scan_summary": 0, "render_view": 0, "write": 0, "page_act": 0, "git_stash_list": 0, ...
{ "task_id": "cb08a49232cc2de8", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:c28e80e1d585", "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
a996ef93-92cc-4917-8b06-b0686f0a8285
a996ef93-92cc-4917-8b06-b0686f0a8285
65a176ad-021e-4cb4-b3d1-cc9432d04d23
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to add a new filter. Where should I look in `src/filter/` to see how `size.rs` or `time.rs` are implemented to ensure I follow the right pattern?", "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": "cc5091c873b970f8", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:4265d86d7eec", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
a996ef93-92cc-4917-8b06-b0686f0a8285
a996ef93-92cc-4917-8b06-b0686f0a8285
24f268e2-d1f3-450d-8a55-4e558639faf6
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": "Is there a specific trait in `src/filter/mod.rs` I need to implement?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "cc5091c873b970f8", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:4265d86d7eec", "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
a9ff4291-e61a-4dcd-947e-d01892bdcb8d
a9ff4291-e61a-4dcd-947e-d01892bdcb8d
d0239548-84c0-40d6-8310-b90c2ec6e541
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": "We're seeing a potential SSRF or path traversal issue in how JsonParser handles resources in some edge cases? I know we don't load from URLs directly, but `JsonStreamParser` accepts input streams. Can you review `gson/src/main/java/com/google/gson/internal/Streams.java` to ensure w...
{ "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": "df9427da3d60d9a2", "repo": "gson", "split": "train", "archetype": "security", "prompt_group": "gson:ef4c91fbc352", "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
aa237cc7-83c0-44c9-9aee-ba8163a0e0b1
aa237cc7-83c0-44c9-9aee-ba8163a0e0b1
5e4d366e-8516-43f2-a3de-ee88167815b2
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Faz um git blame na linha 45 do arquivo `lib/core/dispatchRequest.js` para eu ver quem mexeu ali.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame on lib/core/dispatchRequest.js line 45", "exact": [], "after": [], "scores": { "git_stash_list": 0, "terminal_snapshot": 0, "wait": 0, "git_ref": 0, "view_image": 0, "scan...
{ "task_id": "7efa01ba4c405d80", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:e03833bdf314", "lang": "pt", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
aa48f8bb-7745-4a33-8a8d-850b4720a865
aa48f8bb-7745-4a33-8a8d-850b4720a865
496b2709-533c-4306-9d31-e68657832414
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": "Remove the `extras/src/main/java/com/google/gson/interceptors/InterceptorFactory.java` file. It seems like it's no longer needed for the core library.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete", "git_commit", "git_status" ], "requests": [ { "need": "delete the InterceptorFactory.java file from the extras module", "exact": [ "delete" ], "after": [ "git_status", "git_commit" ], "scores": { "extend_wor...
{ "task_id": "53c9b3517e0c81df", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:c5c3d467c2bf", "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
aa9934cf-16a4-415d-85af-066374f663c9
aa9934cf-16a4-415d-85af-066374f663c9
2ab5448f-1d3b-4e9b-a35e-03c9a9979464
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a new unit test in `tests/unit/helpers/combineURLs.test.js` that checks how it handles trailing slashes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "write" ], "requests": [ { "need": "write the test file and command to run vitest", "exact": [ "command", "write" ], "after": [ "write", "command" ], "scores": { "scan_pack": 0, "com...
{ "task_id": "1426907f2d40c493", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:ba5c4d46385d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
aa9934cf-16a4-415d-85af-066374f663c9
aa9934cf-16a4-415d-85af-066374f663c9
41314115-450e-4058-a0be-3a8a5350f036
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Looks good. Create a branch 'feature/combine-urls-tests' and commit this.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command", "write", "request_tools", "edit...
{ "tools": [ "git_checkout", "git_commit", "git_status" ], "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,...
{ "task_id": "1426907f2d40c493", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:ba5c4d46385d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
ab06ca12-7c55-4de1-b348-8d3c5b5a55b2
ab06ca12-7c55-4de1-b348-8d3c5b5a55b2
82434bd0-74bb-4828-b359-e1784bc1ed3d
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": "Scan the lib directory for any hardcoded secrets, API keys, or tokens. Also look at the spec files to ensure no test secrets are committed in plain text. We had a scare last sprint with a config file leaking.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "s...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "5a8a3040603e20fb", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:7c380af4e743", "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
b38b1784-61e4-427c-93bd-5810e57f385c
ab26fccc-612f-4b37-97b4-3fabbb6c84f0
d3c77090-32ee-4acb-8a77-9395733088b1
worker
implement
dc3bf9215aac8877
axum
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 axum-extra protobuf body buffering rejections to understand the bug and identify the fix needed. Examine axum-extra/protobuf/ source to find where body buffering rejects protobuf payloads and determine the fix (likely relaxing or removing the buffering limit for protobuf).", "r...
{ "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": "9af9f2a5ffa74d55", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:f7eae5356bd9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
787645c4-aff5-4abe-b7be-e16ff2cff1e9
ab26fccc-612f-4b37-97b4-3fabbb6c84f0
85ef6201-bbfb-4e0e-a2b4-e5630b1073ed
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/src/docs/ to identify which documentation needs updating for new Body API changes. Find what the new Body API changes are in the main axum source, then compare against the docs to find gaps.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "i...
{ "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": "9af9f2a5ffa74d55", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:f7eae5356bd9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
27
463db26d-4ab0-4a8a-b296-883cb0616588
ab26fccc-612f-4b37-97b4-3fabbb6c84f0
6a765bac-c8ec-4f16-9242-5948e4a13220
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": "Review request_parts.rs and from_ref.rs in axum-core/src/extract/ to assess whether they could be unified. Identify overlapping traits, types, extractor implementations, and patterns between the two files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface":...
{ "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": "9af9f2a5ffa74d55", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:f7eae5356bd9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
0289514b-fddf-4ffb-957c-ad590d28cf88
ab7ab095-edee-4ba1-8440-a89f6fb2a26f
39f1a336-f98f-4d10-8f30-568d997db5bb
worker
implement
dc3bf9215aac8877
gson
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": "Refactor IntegerTypeAdapter, LongTypeAdapter, and DoubleTypeAdapter in TypeAdapters.java to eliminate duplication by extracting shared number-parsing and JSON-serialization logic into a common abstract base class or utility methods, while preserving exact Gson semantics.", "root_count...
{ "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": "309461c049ec8df7", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:95c5339ccfe6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
7fa5052c-1f39-41e2-9f34-cefa33d42ca2
ab7ab095-edee-4ba1-8440-a89f6fb2a26f
73bb25c4-452c-42e8-8279-3ed14ebe012a
worker
explore_readonly
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Analyze TypeAdapters.java and identify commonalities between IntegerTypeAdapter, LongTypeAdapter, and DoubleTypeAdapter to propose a minimal abstract base class or factory pattern.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, "native-read-tool": true, ...
{ "task_id": "309461c049ec8df7", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:95c5339ccfe6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
ab8840ef-2024-4e6e-b05b-9d7fd21eedf2
ab8840ef-2024-4e6e-b05b-9d7fd21eedf2
21ab032f-25a1-485d-adc9-10cbdceef4bd
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "benchmarks_test.go is failing with 'undefined: httprouter'. Can you check why the build is failing?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run go build/test commands to reproduce the compilation error", "exact": [], "after": [], "scores": { "command": 4, "stat": 1, "git_stash": 0, "capture_page": 0, "answer_decision": 0, ...
{ "task_id": "95e4cc9fd30614ef", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:294323d4d3a0", "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
ab8840ef-2024-4e6e-b05b-9d7fd21eedf2
ab8840ef-2024-4e6e-b05b-9d7fd21eedf2
5d1fece5-32c1-4c7a-8172-88ea8695fc7a
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Fix it by updating dependencies in go.mod", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "command", "grep", "request_tools", "find", "list_dir" ], "loaded": [ "co...
{ "tools": [ "command", "git_checkout" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": ...
{ "task_id": "95e4cc9fd30614ef", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:294323d4d3a0", "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
aba8e9c8-9608-4f5a-b089-1ac87274f3e5
aba8e9c8-9608-4f5a-b089-1ac87274f3e5
027940a6-62b2-4df5-9595-4870ebb6b9fa
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a test failure on macOS in command_test.go related to link failure. Can you look at recent commits and tell me which file fixes this and what the change was?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log" ], "requests": [ { "need": "run commands to inspect git history and find files, list directories", "exact": [], "after": [ "git_log", "git_diff" ], "scores": { "measure_page": 0, "terminal_s...
{ "task_id": "1d54ae39cef6a89b", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:16c029a94a55", "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
aba965a9-4ded-415f-8be0-15ca9e5a71ea
aba965a9-4ded-415f-8be0-15ca9e5a71ea
f25d44e3-7e20-4b17-b588-0265c410d70b
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": "我在 `lib/response.js` 里看到 res.send() 处理 Buffer 和 String 的逻辑有点混淆。能解释一下它是怎么决定 Content-Type 的吗?特别是当 Transfer-Encoding 存在时,为什么最近提交要保留 ETag 生成?", "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": tr...
{ "task_id": "c50ebda8120cb8ab", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:c03dcb968be1", "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
4
abbe43f5-8cb3-48bb-b395-a47c954d228b
abbe43f5-8cb3-48bb-b395-a47c954d228b
31fc0018-4d44-456a-bc41-609d51ae8a46
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": "Fix the type hinting in `src/requests/api.py`. My IDE (PyCharm) complains that the return type of `requests.get()` is `Response | None` but the static type checker (Pyright) says it's always `Response`.\n\nActually, looking at `src/requests/api.py`, `request()` returns `Response`. ...
{ "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": "2f8f5afe6df26b6d", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:a1442bd0c4cf", "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
abd6c954-3ccf-41b9-bf83-a8261e4f614a
abd6c954-3ccf-41b9-bf83-a8261e4f614a
1b4bd022-2074-4509-ac3f-61cb4efed959
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "grep for all TODO comments in the codebase. I want to know how many we have and where they are located. Focus on `lib/`.", "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": "f5389159c398d51d", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:5824690e304f", "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
abd6c954-3ccf-41b9-bf83-a8261e4f614a
abd6c954-3ccf-41b9-bf83-a8261e4f614a
60404524-0e99-453c-9501-8f93f5a5d6ed
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Great, create a list of them in a new file so we can track them.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep" ], "loaded": [ "grep" ] }
{ "tools": [ "write" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-...
{ "task_id": "f5389159c398d51d", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:5824690e304f", "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
ac101311-ec2b-41b4-841c-4a298af0409f
ac101311-ec2b-41b4-841c-4a298af0409f
36b43ef4-8eb7-4f4a-aac7-2376812da9c2
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a `TypeError: request.path is not a function` in my middleware chain. Here is the stack trace:\n\n```text\nTypeError: request.path is not a function\n at authMiddleware (/app/node_modules/express/lib/request.js:42:10)\n```\n\nCan you check `lib/request.js` line 42 an...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "379115384b65dd4a", "repo": "express", "split": "train", "archetype": "data_files", "prompt_group": "express:daef1597b569", "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
ac1f2b0e-ce38-46f2-a039-787c5cdcc7e3
ac1f2b0e-ce38-46f2-a039-787c5cdcc7e3
b445fb7c-4000-4265-a4e7-706330df828c
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `structures.py`, there's a `CaseInsensitiveDict`. Why is this used instead of a standard dict? What are the performance implications?", "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": "42b1aff546424b11", "repo": "requests", "split": "train", "archetype": "question", "prompt_group": "requests:4efdfbe4118a", "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
ac79b302-dcd3-4b42-8eff-710e28b263d2
ac79b302-dcd3-4b42-8eff-710e28b263d2
26c93675-7de8-4538-a131-e58f38903692
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "where's the retry logic? I thought requests did automatic retries on 5xx errors.\n\nI see a lot of chatter about `urllib3.util.Retry` in the issues but I can't seem to find where that's instantiated or used in the main requests src code. Does requests even support retries out of th...
{ "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": "4de44b672109d6a2", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:649f1e98f524", "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
d9cf5b42-29ea-4e5f-913f-0403d589da03
ac9875c6-3081-469e-8c08-1e8a1a4481de
2dc1f59f-8164-4d22-93e5-56236f8e532c
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 the repository to locate 'deny.toml', CI workflows in '.github/workflows/', and IDE configurations in 'contrib/ide/vscode/'.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true,...
{ "task_id": "5fc586a889736037", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:91a87cd790b2", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
d8594068-07ef-415c-8d23-405ca75a10f3
ac9875c6-3081-469e-8c08-1e8a1a4481de
52324540-f13a-4d1a-9fd9-515f778a0f9d
worker
implement
dc3bf9215aac8877
axum
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": "Read and analyze the content of the configuration 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": false,...
{ "task_id": "5fc586a889736037", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:91a87cd790b2", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
aced3568-b96d-41c3-902a-4a1653535206
aced3568-b96d-41c3-902a-4a1653535206
578e7446-f33d-4edd-afbb-069e3daeff50
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does the `InnerPath` extractor work? I saw a recent commit mentioning it, so I want to see the implementation in `axum-core`.", "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": "d7971d9e7c83b596", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:ad4e671323ac", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
aced3568-b96d-41c3-902a-4a1653535206
aced3568-b96d-41c3-902a-4a1653535206
25815d65-170f-4add-9a97-fe32e9a3c7ce
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you show me how to use it in a handler?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "grep", "list_dir" ], "loaded": [ "grep", "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": "d7971d9e7c83b596", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:ad4e671323ac", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
aceeeb10-da60-4a57-a416-69c18ad8af3f
aceeeb10-da60-4a57-a416-69c18ad8af3f
0eca43f9-b83a-4453-b346-04e28e9cef8d
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify the SSL/TLS security posture of https://httpbin.org. Please fetch the current CVE details for any vulnerabilities associated with the version of OpenSSL running on their servers if visible, or confirm if there are any known active CVEs for HTTP/2 implementations co...
{ "tools": [ "command", "http_request", "web_search" ], "requests": [ { "need": "I need to perform network requests to https://httpbin.org to inspect its TLS/SSL configuration and HTTP response headers. I'll need tools like curl (via command) or http_request.", "exact": [ "comm...
{ "task_id": "dd6527df1b1f1c0e", "repo": "axios", "split": "train", "archetype": "web", "prompt_group": "axios:ec6e82dd1d9e", "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
19
aceeeb10-da60-4a57-a416-69c18ad8af3f
aceeeb10-da60-4a57-a416-69c18ad8af3f
26b826b3-0894-4186-9cc5-d5fdfdc8a1b0
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Update lib/defaults/transitional.js to include a new option for strict CSP checking.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "http_request", "request_tools", "comman...
{ "tools": [], "requests": [ { "need": "I need to edit a file to add a new property to an object. I need 'edit', 'replace_lines', or 'code_rewrite'.", "exact": [ "code_rewrite", "edit", "replace_lines" ], "after": [], "scores": { "source_history": 1,...
{ "task_id": "dd6527df1b1f1c0e", "repo": "axios", "split": "train", "archetype": "web", "prompt_group": "axios:ec6e82dd1d9e", "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
11
ad5f319a-ba09-4ea7-bdde-da2872f5d610
ad5f319a-ba09-4ea7-bdde-da2872f5d610
d341ea41-0f5d-45e0-b78e-f99db238e64b
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Looking at .pre-commit-config.yaml.\n\nI need to know the minimum Python version required by this project based strictly on this file and pyproject.toml. Also, extract the exact version string from src/requests/__version__.py and tell me if it matches the version badge in the READM...
{ "tools": [ "fetch_url" ], "requests": [ { "need": "fetch a web page or URL content via fetch_url or http_request", "exact": [ "fetch_url", "http_request" ], "after": [], "scores": { "answer_decision": 0, "terminal_open": 0, "git_blame...
{ "task_id": "02ef064fa491c95e", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:873df5e7b5ac", "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
ad6c40c2-b4e0-4388-a363-94f857b16349
ad6c40c2-b4e0-4388-a363-94f857b16349
1203d8ce-78c4-4ce0-9a39-383ded6f1b27
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\\Error\\Renderers\\JsonErrorRenderer.php で、無効な UTF-8 文字列がどのように処理されているかコードを確認して教えてください。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "03faf42c6ec15c48", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:b4e9ee9963ef", "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
18
ad6c40c2-b4e0-4388-a363-94f857b16349
ad6c40c2-b4e0-4388-a363-94f857b16349
f63b559f-e249-4189-8c77-aeae3af35950
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": "以前のコミットで修正が入ったようですが、具体的にどのように置換しているのですか?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "find" ], "loaded": [ "find", "read" ] }
{ "tools": [ "git_blame", "git_diff", "git_log", "source_history" ], "requests": [ { "need": "git_log and git_blame to see commit history and line-by-line authors for JsonErrorRenderer.php", "exact": [ "git_blame", "git_log" ], "after": [ "source...
{ "task_id": "03faf42c6ec15c48", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:b4e9ee9963ef", "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
1
ad817e8a-8b36-42b6-94e6-f179dd1ce268
ad817e8a-8b36-42b6-94e6-f179dd1ce268
b42217d7-3626-40d9-ba23-8df212bc6790
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify that the recent change to `httpx/_decoders.py` didn't break anything.\n\n```\nTraceback (most recent call last):\n File \"test_decoders.py\", line 45, in test_gzip_decode\n assert response.text == \"...\"\nAssertionError: Expected bytes but got str\n```\n\nPlea...
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "I need to run python commands to execute pytest.", "exact": [], "after": [ "git_log" ], "scores": { "page_snapshot": 0, "measure_page": 0, "git_restore": 0, "web_search":...
{ "task_id": "79a1c6bc43b072f9", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:720a42f8c7c9", "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
ad9f9328-7c64-4356-88c5-58e85a89e1f5
ad9f9328-7c64-4356-88c5-58e85a89e1f5
36934a1d-cd52-4a23-96b0-a4f4e26a8499
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, I'm seeing some weird behavior with the `JsonArray` when I remove elements. Can you check out `gson/src/main/java/com/google/gson/JsonArray.java` and look at the `removeIf` implementation? I think it might be quadratic. The commit history mentions fixing this in #3115, is that...
{ "tools": [ "command", "git_blame", "git_log", "web_search" ], "requests": [ { "need": "run shell commands to check git history and web_search to look up PR #3115 on GitHub", "exact": [ "web_search" ], "after": [ "git_log", "git_blame" ], ...
{ "task_id": "d41dccddb8b2f590", "repo": "gson", "split": "train", "archetype": "run_and_verify", "prompt_group": "gson:ffe294606134", "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
59af3055-a601-4011-a2bb-60e82f7bc6b9
adc17d8d-61a0-4fcb-9a76-163af8d27a18
f94f7ae0-f2c4-42bd-8770-3d83fcaaaea8
worker
explore_readonly
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Analyze `httpx/_client.py` to pinpoint the boilerplate in public request methods.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": false, "native-read-tool": ...
{ "task_id": "ed262fb3540a22b9", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:d2d954025108", "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
4
adc53695-22af-4388-861a-e4c6bf78fcdc
adc53695-22af-4388-861a-e4c6bf78fcdc
5f250908-6bf0-4537-8bad-56330bb17729
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify that the new QUERY method support is working. Can you run the specific test case for it? It should be in gin_test.go or routes_test.go.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "command_stop", "wait" ], "requests": [ { "need": "run a go test command to verify the QUERY method support in routes_test.go and gin_test.go", "exact": [ "command", "verify" ], "after": [ "command_output...
{ "task_id": "3ce1bb1eae82dcd6", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:b41d31cb3c3f", "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
ae3e1b77-a1c0-45a0-a4c9-d4b41ffa3b33
ae3e1b77-a1c0-45a0-a4c9-d4b41ffa3b33
1c6ead5d-cf6a-436b-8d5c-33e941a092b8
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The recovery middleware seems to be swallowing errors instead of logging them to c.Errors. See recent commit 4a3eb31. Can you verify if c.Errors is actually populated in the current master branch?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "im...
{ "tools": [ "command", "command_output", "git_show", "wait" ], "requests": [ { "need": "run git commands like git show, git log, and other shell commands", "exact": [], "after": [ "git_show" ], "scores": { "command_stop": 2, "terminal_clos...
{ "task_id": "c8b038d1c674121f", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:88fd4f5e0e30", "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
ae705d91-011a-4993-b08d-4479a18689be
ae705d91-011a-4993-b08d-4479a18689be
93b7b21b-20d4-45a4-9a9a-959f0df83de1
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": "Scan src/exec/command.rs and src/exec/job.rs for command injection vulnerabilities. Since fd allows running arbitrary commands, I need to be sure the sanitization logic in src/sanitize.rs is holding up against shell escaping edge cases. Specifically, look for cases where user input...
{ "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": "a39af615e3407b3a", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:6e26b7508129", "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
ae705d91-011a-4993-b08d-4479a18689be
ae705d91-011a-4993-b08d-4479a18689be
1b5596db-c543-4d9e-83fc-fed09b5dff61
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": "What are the most dangerous edge cases you found in the sanitization logic?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "find", "read", "summarize", "list_dir" ], "loa...
{ "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": "a39af615e3407b3a", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:6e26b7508129", "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
ae705d91-011a-4993-b08d-4479a18689be
ae705d91-011a-4993-b08d-4479a18689be
666ae140-73f6-442d-b615-7b7bfae13543
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": "Does the current test suite cover the injection scenarios you identified?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "find", "read", "summarize", "list_dir" ], "loade...
{ "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": "a39af615e3407b3a", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:6e26b7508129", "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
ae8d26f7-5ca6-4a54-843a-8c593eab0be0
ae8d26f7-5ca6-4a54-843a-8c593eab0be0
ddaeec1e-5a17-4c27-bdba-7fd0929d9d73
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'm seeing some linting issues in `httpx/_api.py`. Run the linting script and then fix whatever it flags regarding unused imports.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run shell commands and interact with a terminal", "exact": [], "after": [ "terminal_open" ], "scores": { "git_diff": 0, "measure_page": 0, "git_restore": 0, "process_list": 2, "chown": 0, ...
{ "task_id": "48a577c64656654e", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:466b8a7c352f", "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
1
aec21b52-ad82-45c1-a066-0664d0b36109
aec21b52-ad82-45c1-a066-0664d0b36109
f2aabcf6-1c37-4c60-9da4-2f870c450e48
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Compara as referências `v1.20.0` com o commit `84a9f3b`. Quais arquivos foram modificados?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff" ], "requests": [ { "need": "Run git diff to compare two refs and list modified filenames", "exact": [ "diff" ], "after": [ "git_diff" ], "scores": { "git_branches": 0, "replace_lines": 0, "vi...
{ "task_id": "db00df81fdcbc98d", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:a22d8e269319", "lang": "pt", "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
aecdfe1a-c947-4514-9847-73d5966d78c6
aecdfe1a-c947-4514-9847-73d5966d78c6
ea616af8-32f7-4fda-8b57-a6366aa6c1a2
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": "In `DefaultDateTypeAdapter` and `JavaTimeTypeAdapters`, we are using different date formats. The code in `ISO8601Utils` is referenced by the old adapter but not the new one. Can you refactor the date parsing logic in `DefaultDateTypeAdapter` to delegate to `ISO8601Utils` to remove ...
{ "tools": [ "command", "command_output", "edit", "replace_lines", "wait" ], "requests": [ { "need": "edit or replace_lines to do a surgical line-span replacement in DefaultDateTypeAdapter.java", "exact": [ "edit", "replace_lines" ], "after": [ ...
{ "task_id": "a6c9663c12912e8a", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:1eb6085be40e", "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
aecdfe1a-c947-4514-9847-73d5966d78c6
aecdfe1a-c947-4514-9847-73d5966d78c6
2c6c547b-43fb-41c2-8565-905afeb87a64
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if `DefaultDateTypeAdapterTest` covers all edge cases now.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command", "command_output", "wait", "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": "a6c9663c12912e8a", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:1eb6085be40e", "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
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aecdfe1a-c947-4514-9847-73d5966d78c6
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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": "Look at `UtcDateTypeAdapter` in extras to see if it should also use ISO8601Utils.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "update_progress", "command", "command_output", ...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-rec...
{ "task_id": "a6c9663c12912e8a", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:1eb6085be40e", "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
aed75cf8-0785-412b-9c94-dbbfc17c8ba7
aed75cf8-0785-412b-9c94-dbbfc17c8ba7
f9070eaa-2258-445e-b0f4-4cdbd7ce5c0a
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": "Create a high-level architecture diagram in Mermaid format for the README. I want to show the relationship between Thor::Base, Thor::Runner, and the various Thor::Shell implementations.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inv...
{ "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": "83e35a80f527a87c", "repo": "thor", "split": "train", "archetype": "docs", "prompt_group": "thor:332b9aa038fe", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
aed75cf8-0785-412b-9c94-dbbfc17c8ba7
aed75cf8-0785-412b-9c94-dbbfc17c8ba7
47853906-c4ef-459e-9513-e841cd8e544e
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": "Can you expand the diagram to include how Thor::Parser interacts with Thor::Command?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "read", "find", "list_dir" ], "loaded...
{ "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": "83e35a80f527a87c", "repo": "thor", "split": "train", "archetype": "docs", "prompt_group": "thor:332b9aa038fe", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
aeef95e7-4331-46b1-9201-256e1a596e6f
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bf6e266b-45e0-4f45-aec5-c0f7bc36b247
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a compile error in `axum/src/extract/path/mod.rs` when using the `Path` extractor with a struct that has a single unnamed field. The compiler says the struct doesn't implement `FromRequest`. Can you check the `Path` extractor logic for tuple structs and fix it? Here is ...
{ "tools": [], "requests": [ { "need": "I need to run shell commands to create a reproduction case and run cargo check.", "exact": [], "after": [ "mkdir" ], "scores": { "scan_list": 0, "git_show": 0, "command_output": 3, "view_image": 0, ...
{ "task_id": "b7b68b2e9b8319db", "repo": "axum", "split": "train", "archetype": "bugfix", "prompt_group": "axum:a678f77ec940", "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
1
af55ebf1-2f66-417f-bab9-491ffe244669
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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": "Looking at the commit history, I see 'Stop decoding route arguments twice' in 417c189. I need to reproduce this issue locally. Can you fetch the live response from https://api.github.com/repos/slimphp/Slim/commits/417c189 to see the full diff and confirm what files were modified?",...
{ "tools": [ "fetch_url", "git_log", "git_show", "http_request" ], "requests": [ { "need": "HTTP request to fetch the GitHub API commit details for 417c189", "exact": [], "after": [ "http_request", "git_log" ], "scores": { "page_open": 0, ...
{ "task_id": "1124fe528722b6dd", "repo": "slim", "split": "train", "archetype": "web", "prompt_group": "slim:547e39b6a571", "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
af59fd07-bb73-46c7-9205-1a6439520a31
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f1eaf5ca-20cd-477d-b33d-a70008424253
coordinator
implement_investigate
dc3bf9215aac8877
gson
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": "全项目搜一下所有 TODO 注释,列个清单出来,按文件分类。", "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": "24c3f9baecafac05", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:bcbb131c30cb", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
af59fd07-bb73-46c7-9205-1a6439520a31
af59fd07-bb73-46c7-9205-1a6439520a31
c0eb48d9-b9f1-4ecf-af98-5d577726a677
coordinator
implement_investigate
dc3bf9215aac8877
gson
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": "把那些标了 TODO 的高优先级的文件列出来。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep" ], "loaded": [ "grep" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "24c3f9baecafac05", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:bcbb131c30cb", "lang": "zh", "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" }