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{ "host": "worker", "user": "Search the tests/ directory for hardcoded secrets (passwords, AWS access keys, private keys, API tokens).", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
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{ "host": "coordinator", "user": "Create a list of file paths and regex patterns to exclude from the scan.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "wait", "recall", "task", "pack_board" ], ...
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{ "task_id": "21446e269e789282", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:742af9acd1cc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
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pw-decide-row/1
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{ "host": "coordinator", "user": "Double-check `tests/models/whatwg.json` just in case there are test credentials sitting in the JSON fixtures.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "wait", "recall",...
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{ "task_id": "21446e269e789282", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:742af9acd1cc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
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pw-decide-row/1
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{ "host": "worker", "user": "Inspect `tests/models/whatwg.json` to verify it contains no hidden credentials or test secrets.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
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{ "task_id": "21446e269e789282", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:742af9acd1cc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "floor": [ "ask_user", "find", "grep", "list_dir", "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's the purpose of `InsecureAndroidTrustManager.kt` in `okhttp-tls`? When is it actually triggered?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
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{ "task_id": "92e4f53eb21b6a72", "repo": "okhttp", "split": "train", "archetype": "explain_code", "prompt_group": "okhttp:9b3152160817", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
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pw-decide-row/1
1
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implement_investigate
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okhttp
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Por que o OkHttp foi projetado para não permitir que requisições GET tenham um corpo? Entendo que o RFC 7231 sugere que isso não deve ser feito, mas em casos de uso legados ou específicos, isso às vezes é necessário. Existe alguma configuração ou interceptador que contorne isso, ou...
{ "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": "40af6fac736aa14c", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:c8d54bf0b206", "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
15
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the relevant files to understand the current implementation of CallableResolver.", "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": "0cef96fe986f539e", "repo": "slim", "split": "train", "archetype": "refactor", "prompt_group": "slim:ebaf018abadf", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
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coordinator
implement_investigate
dc3bf9215aac8877
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Ich habe einen Fehler bei der Authentifizierung. Kannst du mir erklären, wie `httpx/_auth.py` die verschiedenen Auth-Methoden handhabt?", "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": "3ad8d3f112f90c90", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:512d2c3714d5", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
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pw-decide-row/1
3
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coordinator
implement_investigate
dc3bf9215aac8877
axum
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
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{ "host": "coordinator", "user": "I'm trying to run the `examples/websockets/src/main.rs` but I think the port is already taken. Can you find any processes running on port 3000 and tell me how to kill them?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
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{ "task_id": "8e354bcd473838ba", "repo": "axum", "split": "train", "archetype": "ops", "prompt_group": "axum:3e09281149c2", "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
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implement_investigate
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en
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{ "host": "coordinator", "user": "Now that the port is free, run the websocket example again.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "command", "find", "process_list", "request_tools" ], "loaded":...
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{ "task_id": "8e354bcd473838ba", "repo": "axum", "split": "train", "archetype": "ops", "prompt_group": "axum:3e09281149c2", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
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{ "host": "worker", "user": "Locate shell completion files in the repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
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{ "task_id": "7b873d26b4b193bd", "repo": "cobra", "split": "train", "archetype": "multi_part", "prompt_group": "cobra:abe48e1d46df", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
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worker
explore_readonly
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cobra
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": "Search for information about the recent bash variable loop optimization and commit 61968e8.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [ "git_log", "git_show" ], "requests": [ { "need": "git_log and git_show tools to read commit history and examine specific commit 61968e8", "exact": [ "git_log", "git_show" ], "after": [], "scores": { "render_view": 0, "page_open...
{ "task_id": "7b873d26b4b193bd", "repo": "cobra", "split": "train", "archetype": "multi_part", "prompt_group": "cobra:abe48e1d46df", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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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": "Audit `bash_completions.go` for performance optimization.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, "n...
{ "task_id": "7b873d26b4b193bd", "repo": "cobra", "split": "train", "archetype": "multi_part", "prompt_group": "cobra:abe48e1d46df", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
fd68b3fd-d4b2-4880-93a6-bf1fe4bf7c52
fd68b3fd-d4b2-4880-93a6-bf1fe4bf7c52
8820458f-a403-4816-9195-a1b67fd5ba39
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check the live status page for Azure App Service and tell me if there are any reported incidents right now. I need to know if this is a service-side issue or something in our Axum deployment.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "impleme...
{ "tools": [ "fetch_url", "page_open", "web_search" ], "requests": [ { "need": "search the web for Azure App Service status and reported incidents", "exact": [], "after": [], "scores": { "fetch_url": 3, "render_view": 0, "restore_version": 0, ...
{ "task_id": "42f96148501cbcfd", "repo": "axum", "split": "train", "archetype": "web", "prompt_group": "axum:692c5137fcf0", "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
23
fd68b3fd-d4b2-4880-93a6-bf1fe4bf7c52
fd68b3fd-d4b2-4880-93a6-bf1fe4bf7c52
e888fb99-2d0f-4b1a-8c3d-5fe99f25b5d6
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": "Okay, since it's an Azure issue, I'll add some logging to our `error_handling/mod.rs` to better distinguish between client errors and upstream provider errors.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools...
{ "tools": [], "requests": [ { "need": "edit files, replace lines in files, and write new files", "exact": [ "edit", "write" ], "after": [], "scores": { "git_blame": 0, "survey_repo": 1, "scan_pack": 0, "delete": 1, "terminal_...
{ "task_id": "42f96148501cbcfd", "repo": "axum", "split": "train", "archetype": "web", "prompt_group": "axum:692c5137fcf0", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
fddbba5e-fa3c-4a8d-87c9-a785f9b7b3f9
fddbba5e-fa3c-4a8d-87c9-a785f9b7b3f9
c56dee54-7c6e-4aae-9251-ef3675823c01
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": "Why are ESLint errors popping up in lib/application.js? It seems like some of the recent refactoring introduced unused variables or indentation issues. Can you run eslint on the lib/ directory and fix them?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "sur...
{ "tools": [ "command", "git_diff" ], "requests": [ { "need": "run a shell command like npx eslint", "exact": [ "command" ], "after": [ "git_diff" ], "scores": { "git_compare": 0, "process_list": 0, "mkdir": 0, "scan_p...
{ "task_id": "9dc7968586b767f3", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:b4d4fae9a42e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
fdfe9d85-5356-44de-a4ea-68c1b02e41f4
fdfe9d85-5356-44de-a4ea-68c1b02e41f4
4bfbbffe-e1f7-4d8a-aa5c-47f4aa8dc032
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": "Update axum/src/docs/routing/with_state.md to reflect the changes in the recent commits regarding how state is handled in handlers. Also, add a brief 'Note' section about the new InnerPath extractor if it affects state scoping.", "root_count": 1, "posture": "build", "workers_...
{ "tools": [], "requests": [ { "need": "git log to see recent commits related to state handling", "exact": [], "after": [ "command" ], "scores": { "render_view": 0, "pack_board": 0, "extend_worker_budget": 0, "code_rewrite": 0, "git_c...
{ "task_id": "2a4add518d4d22cb", "repo": "axum", "split": "train", "archetype": "docs", "prompt_group": "axum:dccae458f7f9", "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
10
fe09d242-76ce-4d6c-9142-8e8b4441aae6
fe09d242-76ce-4d6c-9142-8e8b4441aae6
bf008e28-0097-438f-845e-188dc4612fdb
coordinator
implement_investigate
dc3bf9215aac8877
slim
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 trying to run the full test suite but it keeps hanging on `tests/Routing/FastRouteDispatcherTest.php`. The error output is just a timeout message. Can you check that test file and the dispatcher implementation to see if there's an infinite loop or a missing break condition?", ...
{ "tools": [], "requests": [ { "need": "run shell commands like phpunit to execute tests", "exact": [], "after": [], "scores": { "git_branches": 0, "fetch_url": 0, "view_video": 0, "git_status": 1, "terminal_read": 2, "task": 0, "mo...
{ "task_id": "5148f105ad170f35", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:6e4e800d5e56", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
fe2467e1-312b-4368-b4c6-9e6af1add485
fe2467e1-312b-4368-b4c6-9e6af1add485
3eb8e6f1-80f1-45a3-93f2-859d109ebba5
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": "Where is the CRLF handling for SSE lines implemented? I saw a commit about treating CRLF as a single line ending but I need the specific code block.", "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": "6ba74c5803dd8109", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:1370922f5bdf", "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
fe25f54f-49df-4828-aaea-d769105b36d6
fe25f54f-49df-4828-aaea-d769105b36d6
c66f61d4-22ba-4deb-af03-a0b324237838
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `Slim/App.php`, there's a lot of setup logic. I see `SLIM_APP` environment variables mentioned in docs but the codebase seems to rely heavily on `AppFactory::create()`. Is `AppFactory` the recommended way to bootstrap Slim 4, and if so, what is the purpose of `Slim/App.php` bein...
{ "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": "2e34b57616892eee", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:ca59c70e2d16", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
fe25f54f-49df-4828-aaea-d769105b36d6
fe25f54f-49df-4828-aaea-d769105b36d6
278c71b4-e9a9-4bf7-ad82-3c16b9582802
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the lifecycle differences between using `AppFactory::create()` vs manually instantiating `new Slim\\App()`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find" ]...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "2e34b57616892eee", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:ca59c70e2d16", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
fe32255c-8cf1-4ecd-8908-e2da56b3a9b8
fe32255c-8cf1-4ecd-8908-e2da56b3a9b8
4fe6db2f-d5c3-4dd5-8edf-11057f566670
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": "grep for \"QUERY\" in the repo. I saw a commit about RFC 10008 support. I want to know where the new HTTP method shortcut is defined and which test file covers it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "9db268b256e4cea5", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:48b46cfc52cf", "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
fe32255c-8cf1-4ecd-8908-e2da56b3a9b8
fe32255c-8cf1-4ecd-8908-e2da56b3a9b8
1209a8fd-629e-44cb-a34d-d0533ac710b1
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if this new method is also available in the RouterGroup struct.", "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": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "9db268b256e4cea5", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:48b46cfc52cf", "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
fe35199d-2bc3-4a4b-986f-2dcb7a63c517
fe35199d-2bc3-4a4b-986f-2dcb7a63c517
5300324e-e2d7-45bc-bb1f-b23323f2d146
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to track down a memory leak in the middleware dispatcher. Can you show me the git log for today? Specifically, I want to see if any recent commits touched `Slim/MiddlewareDispatcher.php` or `Slim/Routing/Dispatcher.php`. Also, does the project build cleanly on the latest...
{ "tools": [ "command", "git_diff", "git_log", "git_status" ], "requests": [ { "need": "git commands like git_log, git_show, git_status, git_diff, etc.", "exact": [ "git_diff", "git_log", "git_show", "git_status" ], "after": [ "co...
{ "task_id": "4df3e2a7c87f9b92", "repo": "slim", "split": "train", "archetype": "chores", "prompt_group": "slim:11c63ba150ff", "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
fe783a74-d841-4a87-91e2-828c5858c4f0
fe783a74-d841-4a87-91e2-828c5858c4f0
dd4095e4-8da9-4eb1-b71e-5d64ed4cc876
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Je ne comprends pas bien la logique de `Slim\\Routing\\RouteCollector`. Comment sont stockées les routes lors de l'ajout d'un groupe ?", "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": "7e237ccea9eeb4b7", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:369b91bc1e47", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
fe8a197f-2644-4eb2-9b24-a12fde10aca8
fe8a197f-2644-4eb2-9b24-a12fde10aca8
bb9b77a8-c462-49b6-b4a0-23145821625f
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": "The error message 'Request failed with status code 401' is showing up but I want to know exactly where that string comes from and what AxiosError properties are set during dispatch failures. Can you find the source?", "root_count": 1, "posture": "build", "workers_in_flight": ...
{ "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": "c09558d7a0dcf8f6", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:34cdc4e5219a", "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
fec19048-648f-450c-84ca-574c66b5c365
fec19048-648f-450c-84ca-574c66b5c365
48159bdc-4259-43e8-a73f-3c39340e04ff
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": "Check mal `lib/thor/actions/inject_into_file.rb` mit git blame. Wer ist für die Zeile verantwortlich, die den File-Content schreibt?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_blame" ], "requests": [ { "need": "git_blame tool to run git blame on a specific line of a file", "exact": [ "git_blame" ], "after": [ "git_blame" ], "scores": { "scan_pack": 0, "chown": 0, "web_se...
{ "task_id": "e7442d5758fa3351", "repo": "thor", "split": "train", "archetype": "git_history", "prompt_group": "thor:74eb0ede1510", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
fec5a497-0923-4a33-a171-da28342d7be1
fec5a497-0923-4a33-a171-da28342d7be1
9a1b0dd2-84f0-4706-8319-9a5c61c6e7ea
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 planning to release `0.28.2`. Please bump the version number in `httpx/__version__.py` and run the `scripts/sync-version` script to ensure consistency across the codebase.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" ...
{ "tools": [], "requests": [ { "need": "I need to write to a file. The 'write' tool is missing from my current toolset.", "exact": [ "write" ], "after": [ "write", "command" ], "scores": { "wait": 0, "pack_board": 0, "verify": 0...
{ "task_id": "0498f30353444696", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:802dae08f3c0", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
fed90a8b-24c1-4462-b0f3-f81ec13385f4
fed90a8b-24c1-4462-b0f3-f81ec13385f4
fc2a7afe-3661-4a37-8827-cc48c0045f60
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": "Wie funktioniert die Implementierung von `res.send` in `lib/response.js`? Ich möchte verstehen, wie die verschiedenen Datentypen (String, Object, etc.) verarbeitet werden.", "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": "c554dff39cb84f7a", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:588237d7e5cb", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
fed90a8b-24c1-4462-b0f3-f81ec13385f4
fed90a8b-24c1-4462-b0f3-f81ec13385f4
0851e5d5-f614-448e-bd01-10d9ac5e30d4
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": "Wie wird der `Content-Type` Header in `res.send` gesetzt?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize", "find" ], "loaded": [ "find", "grep", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "c554dff39cb84f7a", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:588237d7e5cb", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
feec9284-5b3b-4194-8edb-85be778b9d47
feec9284-5b3b-4194-8edb-85be778b9d47
6837d7af-8d3b-4fae-8f8c-77278d9d9542
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "请查阅 viper 的官方文档,确认它与 cobra 集成时,如何正确定义重复标志(repeated flags)的行为。我在 docgen 相关的文档里看到了一些关于 yaml 输出的描述,但不确定 viper 解析时的默认行为。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [ { "need": "web search for viper and cobra integration behavior with repeated flags (slices)", "exact": [], "after": [ "web_search" ], "scores": { "delete": 0, "secret_generate": 0, "scan_query": 0, ...
{ "task_id": "19a1249c4875dcca", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:90431f74a3aa", "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
16
fef8669c-fff1-42aa-a27c-c797b3246449
fef8669c-fff1-42aa-a27c-c797b3246449
eb963422-15f5-4cf6-96ce-5343dd7e6484
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": "I can't find where the default User-Agent string is set. It's showing up in my requests but I don't see it in my code. Can you track it down?", "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": "1a5e6033ecb17b72", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:8a3e691db359", "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
fefddcbc-8ae5-45f6-aa3a-9e9b125e200d
fefddcbc-8ae5-45f6-aa3a-9e9b125e200d
14b0b388-001f-4583-a2fa-bdb61061ae20
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been playing around with some changes in lib/thor/parser.rb but they aren't ready for a PR yet. Can you stash my current changes?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_status" ], "requests": [ { "need": "run shell commands like git status and git stash", "exact": [], "after": [ "git_status" ], "scores": { "http_request": 0, "git_stash_list": 3, "restore_version": 0, "d...
{ "task_id": "3bb754971dc94cb4", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:4f815746040d", "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
fefddcbc-8ae5-45f6-aa3a-9e9b125e200d
fefddcbc-8ae5-45f6-aa3a-9e9b125e200d
7e2faa13-e147-4240-9d22-1c6a4731b080
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": "Actually, forget the stash. Can you just revert the changes I made to lib/thor/parser.rb in the last commit? I messed up the argument parsing logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "g...
{ "tools": [ "git_diff", "git_log" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": t...
{ "task_id": "3bb754971dc94cb4", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:4f815746040d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
27
ff468ce0-21c1-4b25-8252-05b5201a6810
ff468ce0-21c1-4b25-8252-05b5201a6810
7cf7a733-0180-4640-8389-fa63fda7abf8
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In lib/core/InterceptorManager.js, I noticed that interceptors are stored in arrays. Are they executed in a FIFO order? Specifically, if I add a request interceptor after adding another one, which one runs first on the outgoing request?", "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": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "377660df981908d3", "repo": "axios", "split": "train", "archetype": "question", "prompt_group": "axios:faefd4a8250e", "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
ff5f55b5-e70f-471b-aa4f-acabf21b9a33
ff5f55b5-e70f-471b-aa4f-acabf21b9a33
f455b5d8-0b67-477c-8e2d-bceba3cd4d33
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Estou configurando o OkHttp para Android e estou confuso com as diferenças entre `AndroidPlatform`, `Android10Platform` e `Jdk9Platform`. Como o OkHttp escolhe automaticamente a implementação de TLS e socket correta? Especificamente, preciso me preocupar em configurar o `Connection...
{ "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": "e09e3668b165e351", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:c8c9da6097f6", "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
6
ff7ac260-61d5-4446-ac1b-db43b13bf37d
ff7ac260-61d5-4446-ac1b-db43b13bf37d
b14d53c5-36af-455c-a5aa-e686b355fef0
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": "帮我查一下 Gson 2.14.0 版本有没有已知的高危 CVE 漏洞,特别是与安全相关的(比如反射绕过)。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-di...
{ "task_id": "02d02a8e0c21cb34", "repo": "gson", "split": "train", "archetype": "web", "prompt_group": "gson:a3f3f68c8b4e", "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
8
ff7ac260-61d5-4446-ac1b-db43b13bf37d
ff7ac260-61d5-4446-ac1b-db43b13bf37d
bed993fe-8e88-4e51-88a2-c794cf2e4c7b
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": "如果有,请列出具体的漏洞编号和影响范围。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "recall", "read", "fetch_url", "skills_read", "list_dir", "web_search" ], "loaded": [ "gre...
{ "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": "02d02a8e0c21cb34", "repo": "gson", "split": "train", "archetype": "web", "prompt_group": "gson:a3f3f68c8b4e", "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
9
ff7ac260-61d5-4446-ac1b-db43b13bf37d
ff7ac260-61d5-4446-ac1b-db43b13bf37d
904260e8-9e42-4493-9b77-1832c5340549
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": "如果没有,请确认一下是否已经修复了之前关于 ReflectionAccessFilter 的相关问题。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "recall", "read", "fetch_url", "skills_read", "list_dir", "web_sear...
{ "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": "02d02a8e0c21cb34", "repo": "gson", "split": "train", "archetype": "web", "prompt_group": "gson:a3f3f68c8b4e", "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
25
ff87b208-2b3b-4d8f-994d-26de35f80e32
ff87b208-2b3b-4d8f-994d-26de35f80e32
14c674b3-d60a-4c55-ade9-36df4a1452ba
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 explain how the `Router::route` method is implemented in `axum/src/routing/route.rs`? I want to understand how it stores the method and the handler.", "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": "6200435b1ffafe1f", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:e661a96e47e5", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
ff87b208-2b3b-4d8f-994d-26de35f80e32
ff87b208-2b3b-4d8f-994d-26de35f80e32
9c2bbcdb-bacb-47ad-ab83-4e82264fc4d1
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 `get` function in `axum/src/routing/mod.rs` actually wrap the handler?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "read", "grep", "list_dir" ], "loaded"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "6200435b1ffafe1f", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:e661a96e47e5", "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
ffac23e5-dc5b-4c98-9d6a-c6a706fedf1f
ffac23e5-dc5b-4c98-9d6a-c6a706fedf1f
605bf6b8-ce39-4b1f-adf6-5302763835fb
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Find all `TODO` comments in the `axum` source code. I'm doing a cleanup pass and want to see what's left.", "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": "228caf47f05e9d2b", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:1e21cc1fb5bc", "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
ffeba847-89bf-458e-b038-4f0753248890
ffeba847-89bf-458e-b038-4f0753248890
4848f0cc-37d3-4bb6-b2c5-d4102ce6b889
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": "Can you look at the file manipulation actions in lib/thor/actions/directory.rb? There's a risk of Arbitrary File Overwrite if the extraction logic doesn't validate paths against the target directory. Please confirm if there's a chroot or path validation mechanism in place.", "roo...
{ "tools": [ "command", "edit", "wait", "write" ], "requests": [ { "need": "write tool schema to replace the contents of lib/thor/actions/directory.rb", "exact": [ "write" ], "after": [], "scores": { "capture_page": 0, "secret_revoke": 0, ...
{ "task_id": "84cb095d45d87b06", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:c988576b9bd5", "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
ffeba847-89bf-458e-b038-4f0753248890
ffeba847-89bf-458e-b038-4f0753248890
776c63ff-c3c0-429f-b92f-ed36c754ccfd
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": "Okay, I don't see explicit path traversal checks in the `directory` action.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "command", "wait", "edit", "ask_user", "skills_...
{ "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": "84cb095d45d87b06", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:c988576b9bd5", "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
ffeba847-89bf-458e-b038-4f0753248890
ffeba847-89bf-458e-b038-4f0753248890
62bbd1f5-4b73-4014-b114-0214c3592929
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": "Please implement a check in lib/thor/actions/directory.rb to resolve the real path and ensure it stays within the destination directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "c...
{ "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": "84cb095d45d87b06", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:c988576b9bd5", "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" }