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pw-decide-row/1
14
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30649a63-1d39-4fe5-a787-d80537abdd92
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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": "In `src/requests/auth.py`, how are the different authentication handlers implemented? Is there a base class that `BasicAuth` inherits from?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "c3b24112ffacb9c6", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:e5e7c7c3f62d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
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30c7c090-2d0c-4774-b52f-1a088e1a50df
c38ae7b9-bd65-437a-b1cf-6f555166456a
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 list all the branches currently in this repository?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches" ], "requests": [ { "need": "list all git branches", "exact": [], "after": [], "scores": { "extend_worker_budget": 0, "page_open": 0, "command_stop": 0, "git_restore": 0, "wc": 0, "terminal_open": 0, ...
{ "task_id": "4c1fb1ce4761469f", "repo": "slim", "split": "train", "archetype": "git_history", "prompt_group": "slim:a86e399d5611", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
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30e75020-9f38-49b6-b20d-2602ea053518
ee171f19-5f15-47fe-9fc8-ac2fa48376b8
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting an intermittent issue with IPv6 addresses. Check the recent commit `0599295` and tell me which files were changed to fix IPv6 server name parsing.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "Git operations like showing a commit, listing files in a commit, and viewing diffs.", "exact": [], "after": [ "git_diff", "git_log", "command" ], "scores"...
{ "task_id": "48015f1378a5edb7", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:d0b024d47f2a", "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
30f67174-8491-4601-9403-161ba0c18962
30f67174-8491-4601-9403-161ba0c18962
53f296ac-8507-48bd-bdca-e27409d8c06f
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to understand how the async client is implemented. Can you walk me through the core logic in `tests/client/test_async_client.py`? I want to see how it actually exercises the async lifecycle.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "ae494846f28fc6e5", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:daccee69c7ae", "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
3119fe06-4d6c-42b1-8d53-571dc25f50ce
3119fe06-4d6c-42b1-8d53-571dc25f50ce
c16b8ed9-3c4d-4d01-a259-7e5f16ae3c81
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": "Update the version in `CHANGELOG.md` for the new 10.6.0 release. I've pasted the changes below.\n\n- feat: add --no-ignore-vcs\n- fix: handle unicode normalization better\n- perf: optimize symlink traversal\n\nMake sure to add today's date to the header and update the `Cargo.toml` ...
{ "tools": [ "edit", "replace_lines", "write" ], "requests": [ { "need": "write file to update CHANGELOG.md and Cargo.toml with version 10.6.0 and new release notes", "exact": [ "write" ], "after": [], "scores": { "git_stash": 0, "answer_decisi...
{ "task_id": "c87a6baa38a47a5e", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:1d5c02f5a493", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
3119fe06-4d6c-42b1-8d53-571dc25f50ce
3119fe06-4d6c-42b1-8d53-571dc25f50ce
eda48c18-6094-4c5c-a016-3cac54b02f73
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": "Thanks. Now update the `README.md` badges if the version bump requires it, otherwise leave them alone.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "...
{ "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": "c87a6baa38a47a5e", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:1d5c02f5a493", "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
31255c47-1b53-4582-b1fb-58c4ba807860
31255c47-1b53-4582-b1fb-58c4ba807860
180938e1-ea07-449a-9fc8-5f752e509a8f
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": "Where does the rejection for multipart boundary collisions come from? I saw a commit about avoiding collisions (#3804) and need to trace the logic.", "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": "3b2cbbd900dd546d", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:7673316dddba", "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
316efb84-3855-4e7c-afd9-6b2f6f011796
316efb84-3855-4e7c-afd9-6b2f6f011796
6873fb1d-f046-4218-9f50-e9c8f3e73c66
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 error message in `Slim/Error/Renderers/PlainTextErrorRenderer.php` is too technical. Change 'Internal Server Error' to 'A server error occurred' in the output.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "write" ], "requests": [ { "need": "write Slim/Exception/HttpInternalServerErrorException.php to change error title string", "exact": [ "write" ], "after": [], "scores": { "move": 0, "scan_pack": 0, "git_commit": 1, ...
{ "task_id": "3aa5e869f96ace53", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:5ebbd0905f63", "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
31859ba6-980b-4254-8279-3c67c8394848
31859ba6-980b-4254-8279-3c67c8394848
8324ca06-7169-4a38-8950-a1b2cd6ab3cc
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 JsonReader.getCharacterOffset 这个 API 是在哪个版本引入的?根据最近的提交记录,它似乎是在 61f2c64 中 added 的。我想确认这个特性在 2.14.0 中是否已稳定可用。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_compare", "git_log", "git_ref", "git_show" ], "requests": [ { "need": "command and git_log for git history and tag inspection", "exact": [ "command", "git_log" ], "after": [ "git_log", "git_show", ...
{ "task_id": "0dd338c988f1b08a", "repo": "gson", "split": "train", "archetype": "web", "prompt_group": "gson:3c83a25cfa75", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
31acd993-ba39-430b-9b19-adab94f254c2
31acd993-ba39-430b-9b19-adab94f254c2
f0a4f8c4-293d-4fc6-b673-d29002393be9
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": "Hey, I'm seeing a weird deprecation warning in `okhttp-logging-interceptor/src/main/kotlin/okhttp3/logging/HttpLoggingInterceptor.kt` regarding the `Level` enum usage. I know we're on Kotlin, but I want to make sure we're using the recommended level for production logging in the la...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to check official OkHttp documentation on logging levels", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "rest...
{ "task_id": "154cf5619b99aaa0", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:1ebe8dc30480", "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
4bdf17f7-0f0f-40f5-92ac-dffd5fcdc855
31c798b4-e371-407c-b54f-6a1d9b438e85
8a099990-fcce-4641-9e06-4ddce5d3644a
worker
implement
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Investigate boundary generation logic in httpx/_multipart.py.", "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": "47fc59fd43385c48", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:0290871684ab", "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
6
bbfd4ef8-67de-405f-8800-f4a4690cbe82
31c798b4-e371-407c-b54f-6a1d9b438e85
d637d036-7e9d-4df7-8269-dfc3a3ee67d6
worker
implement
dc3bf9215aac8877
httpx
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": "Assess test coverage for large file streams in tests/test_multipart.py.", "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": "47fc59fd43385c48", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:0290871684ab", "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
7
6ee2deea-f0c6-471c-9e60-547aa87772fb
31c798b4-e371-407c-b54f-6a1d9b438e85
76be1c72-eab3-43ed-86e8-10cc48796bd5
worker
implement
dc3bf9215aac8877
httpx
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": "Audit httpx/_content.py for unnecessary body copies before transport.", "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": "47fc59fd43385c48", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:0290871684ab", "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
8
6b9efce0-e357-420b-9d9c-3247b21e251e
31c798b4-e371-407c-b54f-6a1d9b438e85
40308349-9951-4426-88d9-45535f1516a9
worker
implement
dc3bf9215aac8877
httpx
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": "Investigate boundary generation logic in httpx/_multipart.py.", "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": "47fc59fd43385c48", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:0290871684ab", "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
15
31fcb26a-187e-42ba-b91f-e70a7a141770
31fcb26a-187e-42ba-b91f-e70a7a141770
5d54edab-d719-49cb-a58a-03209d68eb47
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": "Write a brief changelog entry for a hypothetical v1.6.0 that marks the completion of the new line_editor features. Reference lib/thor/line_editor/basic.rb and lib/thor/line_editor/readline.rb.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implem...
{ "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": "b848e6a3c75d7f16", "repo": "thor", "split": "train", "archetype": "docs", "prompt_group": "thor:276ca14d933c", "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
320c806d-dda0-42cd-bdb5-f68e7eee28db
320c806d-dda0-42cd-bdb5-f68e7eee28db
409a3f07-dac7-4ac3-a155-6e1c86642646
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you check the current docstrings in `src/requests/sessions.py`? They seem a bit sparse compared to the new type annotations we've been adding. Suggest improvements for the `Session` class methods.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface":...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "f9320c0607dddac6", "repo": "requests", "split": "train", "archetype": "docs", "prompt_group": "requests:27aeb1af0be2", "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
326f99d1-d27d-48f0-a7e2-e263491c65f1
326f99d1-d27d-48f0-a7e2-e263491c65f1
6c8a974e-32ef-4f04-b1f0-27f948f02650
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 the nil pointer dereference in context.go Copy() method. It looks like it's not handling the mutex lock correctly for Keys.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "edit", "wait" ], "requests": [ { "need": "edit tool to make an in-place replacement in context.go", "exact": [ "edit" ], "after": [], "scores": { "page_close": 0, "view_video": 0, "source_h...
{ "task_id": "fc6a79a0fc2f3d27", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:8ff5d8cd07c2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
326f99d1-d27d-48f0-a7e2-e263491c65f1
326f99d1-d27d-48f0-a7e2-e263491c65f1
3f05e04f-be06-4625-8457-e30725f4ebd7
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": "Run context_test.go to ensure we didn't break existing copy behavior", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command_output", "wait", "command", "request_t...
{ "tools": [ "command" ], "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": false, "native-r...
{ "task_id": "fc6a79a0fc2f3d27", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:8ff5d8cd07c2", "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
3270e004-c456-4f62-ab42-be73bb26acf0
3270e004-c456-4f62-ab42-be73bb26acf0
86fb2bb3-6136-428c-afcb-3a2a97e74a29
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": "My SSE events are not being sent correctly in `examples/sse/src/main.rs`. Specifically, if I use `Event::raw` to send a payload with newlines, the client sees it as multiple events because the `f34890` commit that fixed CRLF handling seems to have broken raw payloads.\n\nHere is th...
{ "tools": [], "requests": [ { "need": "git_log and git_show to inspect commit f34890", "exact": [ "git_log", "git_show" ], "after": [ "git_show", "git_log" ], "scores": { "stat": 0, "move": 0, "jq_edit": 0, "git...
{ "task_id": "e21d782c2d10bc71", "repo": "axum", "split": "train", "archetype": "bugfix", "prompt_group": "axum:491e46bdb819", "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
3276e1a8-ea0d-4734-ba96-890dbcb1b44d
3276e1a8-ea0d-4734-ba96-890dbcb1b44d
58486ccd-34ba-47e6-8264-088f998594d1
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": "There's a build artifact `gin.binary` in the root that I keep forgetting to commit. Add it to `.gitignore`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_status", "write" ], "requests": [ { "need": "run shell commands", "exact": [], "after": [ "git_status", "write" ], "scores": { "command_stop": 2, "verify": 0, "git_merge": 0, "wait": 1, ...
{ "task_id": "571847d5f569cbb9", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:a5873a600a07", "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
329de56a-47e6-43b8-aee7-b8d58d103aa5
329de56a-47e6-43b8-aee7-b8d58d103aa5
e80990c1-4d61-4c09-9852-87e3f4ab3a70
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": "Check the dependencies section of package.json and filter out anything that has a version starting with `^` or `~`. I need a list of the exact pinned dependencies only.", "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": "c1bc61450bf96d4d", "repo": "axios", "split": "train", "archetype": "data_files", "prompt_group": "axios:157e000acd1a", "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
329de56a-47e6-43b8-aee7-b8d58d103aa5
329de56a-47e6-43b8-aee7-b8d58d103aa5
c50d3506-09d1-4b89-bd90-aad56d11f0f2
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": "For those exact ones, check if there are any sub-dependencies in package-lock.json that are also pinned exactly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "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": "c1bc61450bf96d4d", "repo": "axios", "split": "train", "archetype": "data_files", "prompt_group": "axios:157e000acd1a", "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
32de5c66-a979-4d17-8800-f7054f5a1208
32de5c66-a979-4d17-8800-f7054f5a1208
0616a980-7126-483e-9900-d0828e1bc15d
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": "Comment fonctionne l'injection des arguments dans les callbacks avec `Slim\\Handlers\\Strategies\\RequestResponseNamedArgs.php` ?", "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": "9cfad16d217ffe88", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:ceefce18d2d3", "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
19
33122152-5580-475a-a354-2f838708063e
33122152-5580-475a-a354-2f838708063e
369f7f41-074c-467d-937b-ace278800b1f
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The README says Gson is in maintenance mode. Can you add a 'Contributing' section that explains the process for submitting a bug fix versus a new feature, as per the current project status?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement...
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "The `edit` tool is not available, but I need to replace a specific block of text in `README.md`. I should use `replace_lines` instead.", "exact": [ "edit", "replace_lines" ], "after": [ "re...
{ "task_id": "eceb05ac2901bd85", "repo": "gson", "split": "train", "archetype": "docs", "prompt_group": "gson:787982217524", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
33122152-5580-475a-a354-2f838708063e
33122152-5580-475a-a354-2f838708063e
03a43bfb-ef9d-40eb-b8dd-ee14ddaa5bfa
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": "Add a note that new features should be discussed via GitHub issues first.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "replace_lines", "request_tools", ...
{ "tools": [ "replace_lines" ], "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, ...
{ "task_id": "eceb05ac2901bd85", "repo": "gson", "split": "train", "archetype": "docs", "prompt_group": "gson:787982217524", "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
3322f481-a8a7-4462-85e2-66de5e5ed538
3322f481-a8a7-4462-85e2-66de5e5ed538
c7e698eb-2822-4a8a-b4eb-9266c38e653c
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to hit our staging API endpoint at https://api.staging-example.com/health but I keep getting a 502 Bad Gateway. Can you check the live response headers and body for that URL right now? The Nginx logs show 'upstream prematurely closed connection'.", "root_count": 1, "...
{ "tools": [ "http_request" ], "requests": [ { "need": "Send an HTTP GET request to https://api.staging-example.com/health and inspect response headers and body to diagnose a 502 Bad Gateway", "exact": [], "after": [], "scores": { "git_ref": 0, "measure_page": 0, ...
{ "task_id": "ac69692cac5b0374", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:3a302b92b703", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
3322f481-a8a7-4462-85e2-66de5e5ed538
3322f481-a8a7-4462-85e2-66de5e5ed538
ee49aaa5-fa8e-404e-89af-bb454999de28
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": "Does the response include any custom X-Error-Code headers?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "http_request", "request_tools" ], "loaded": [ "http_request" ] }
{ "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": "ac69692cac5b0374", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:3a302b92b703", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
3322f481-a8a7-4462-85e2-66de5e5ed538
3322f481-a8a7-4462-85e2-66de5e5ed538
a84be1f9-d319-4910-94fa-b6bbe1384b22
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": "Is the site currently showing a maintenance page or is it just failing silently?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "http_request", "request_tools" ], "loaded": [ "http_reque...
{ "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": "ac69692cac5b0374", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:3a302b92b703", "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
33397731-8cfb-4aa7-9e9f-ae32936d026f
33397731-8cfb-4aa7-9e9f-ae32936d026f
0930058d-4258-4746-b2b8-b9ce67919ddf
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": "Why is the build failing? I see this error:\n\nRuntimeException: The JSON error renderer failed to encode the response body because it contained invalid UTF-8 sequences.\n\nIt seems like #3468 might have missed something. Check Slim/Error/Renderers/JsonErrorRenderer.php.", "root_...
{ "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": "2d86d340edd668d9", "repo": "slim", "split": "train", "archetype": "chores", "prompt_group": "slim:7531c0b69fef", "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
334ff83c-c81e-4058-8bb2-0eb3acba0e45
334ff83c-c81e-4058-8bb2-0eb3acba0e45
a05ce9f6-c775-483c-988a-4b19d3080b42
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": "Show me the diff for commit 0eaec10.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_show" ], "requests": [ { "need": "git_diff tool to show diff for a commit", "exact": [ "diff", "git_diff" ], "after": [ "git_show", "git_diff" ], "scores": { "write": 0, "view_video": 0, ...
{ "task_id": "9ef69532ec6a8166", "repo": "thor", "split": "train", "archetype": "git_history", "prompt_group": "thor:227a9e2b5b25", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
33b197b0-ca6d-4281-b861-9f2f3a943a24
33b197b0-ca6d-4281-b861-9f2f3a943a24
8c653a57-d06d-4918-bca6-af44d633d569
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": "Preciso de ajuda com a estrutura de build. Rodando `cargo build --release` está caindo de forma estranha no ambiente de CI.\n\nAqui está o arquivo `Cross.toml`. Parece que a configuração para o alvo `aarch64-unknown-linux-gnu` está um pouco desatualizada comparada à documentação do...
{ "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": "d50325b8cc50a634", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:a0dedd12069c", "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
21
33b197b0-ca6d-4281-b861-9f2f3a943a24
33b197b0-ca6d-4281-b861-9f2f3a943a24
cb044b3b-3bb3-4b93-a8ec-c63dc5fddea2
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": "Ok, me sugira a correção no TOML para garantir que o `CC` e `CXX` passem pelo target do cross-compilation se eles não forem definidos na variável de ambiente do host.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recen...
{ "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": "d50325b8cc50a634", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:a0dedd12069c", "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
22
33b197b0-ca6d-4281-b861-9f2f3a943a24
33b197b0-ca6d-4281-b861-9f2f3a943a24
933f0d07-6f08-4a47-8f33-80d70b0b54eb
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": "Depois da correção, rode `cargo check --target aarch64-unknown-linux-gnu` localmente se possível, ou me mostre o comando exato que eu devo rodar para validar no meu host x86_64.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate...
{ "tools": [ "command" ], "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": false, "native-r...
{ "task_id": "d50325b8cc50a634", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:a0dedd12069c", "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
25
33cee979-46a9-4613-88a0-e326312f736f
33cee979-46a9-4613-88a0-e326312f736f
6e20df20-5bcd-49ff-ac46-612dfafdb18c
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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 create a new branch called `feature/zstd-support` and move my current work there. Once that's done, split my uncommitted changes into a clean commit for the ZstdInterceptor implementation.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "...
{ "tools": [], "requests": [ { "need": "git commands (checkout, status, add, commit, diff, stash, branch) and shell command execution (command)", "exact": [ "command", "diff" ], "after": [ "git_checkout", "git_diff" ], "scores": { "proc...
{ "task_id": "d7347aeae7eb0a01", "repo": "okhttp", "split": "train", "archetype": "commit", "prompt_group": "okhttp:489dd43c82af", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
33ef69f3-b133-45d7-a320-9937f7172d24
33ef69f3-b133-45d7-a320-9937f7172d24
33e54446-51b3-48d9-8cd2-c6f0cbf80bae
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We're planning to support a newer version of `chardet`. Check `tests/test_decoders.py` and `tests/test_content.py` to see if our current decoding logic might break with a major version bump of chardet.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "aba4976896033b51", "repo": "httpx", "split": "train", "archetype": "dependencies", "prompt_group": "httpx:b8c7fdf621ee", "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
3409b770-d683-4f53-9ce2-e200e13ca564
3409b770-d683-4f53-9ce2-e200e13ca564
d27e09fe-1da6-424b-954a-ecb37a23bdf1
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Look at `pyproject.toml` and see if we can move `httpdbg` from an optional dependency to a required one for development. Also, check if `scripts/test` needs any modifications to support this.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "impleme...
{ "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": "d4c5439b97598daa", "repo": "httpx", "split": "train", "archetype": "dependencies", "prompt_group": "httpx:371611770587", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
3415097c-7376-45c0-950c-a62beff01327
3415097c-7376-45c0-950c-a62beff01327
5234b15d-72d5-4b14-bec7-c7348bcb74df
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": "Wie funktioniert das ASGI-Transport-System in `httpx/_transports/asgi.py`? Ich muss wissen, wie Requests an eine ASGI-App weitergereicht 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": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "dcae7f36f79b777b", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:d6accdb88fc5", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
3441abde-b81f-4285-8631-0ec7a4ef4eac
3441abde-b81f-4285-8631-0ec7a4ef4eac
13a3abee-b6b8-4ffa-bd6c-2b9369a24302
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": "Which file handles the parsing of the .netrc config? I'm seeing issues where it's not picking up my credentials correctly.", "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": "d1777ea41aa45301", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:08372b0fd5e8", "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
4
3455287b-0ecc-4883-8f87-c301a3b4af70
3455287b-0ecc-4883-8f87-c301a3b4af70
95911e2d-d2da-49b4-8865-be223b53d662
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": "What is the purpose of the `desc` method in Thor? I see it used extensively in the specs but I'm not clear on how it interacts with the `banner` displayed when a user types `thor help`.", "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": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "6d21d9c08307d99b", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:1583fef4bead", "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
34609b72-8798-4aaf-9173-f83769e741c2
34609b72-8798-4aaf-9173-f83769e741c2
87d13fdc-71b9-4595-bf68-46dcfa0befec
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "show me what changed in the last 24 hours", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_status" ], "requests": [ { "need": "run git commands to see recent history", "exact": [], "after": [ "git_log", "git_status" ], "scores": { "extend_worker_budget": 0, "chmod": 0, "source_h...
{ "task_id": "f69653d6fce79517", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:9435554159e3", "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
34734354-8e63-474e-8df9-bd9d5005a6c0
34734354-8e63-474e-8df9-bd9d5005a6c0
da1aa448-3d97-4c96-b7e2-ccfad3c99592
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": "Esegui `rustfmt` su tutto il codice sorgente in `src/` e `tests/` e controlla se ci sono errori di linting (`cargo clippy`). Se ci sono fix automatici disponibili per `clippy`, applicali. Fammi sapere se ci sono problemi.", "root_count": 1, "posture": "build", "workers_in_fli...
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands like cargo fmt and cargo clippy", "exact": [], "after": [], "scores": { "process_list": 0, "diff": 0, "view_image": 0, "secret_list": 0, "page_snapshot": 0, "page_c...
{ "task_id": "a09de959ffef8c5e", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:0492ab131b87", "lang": "it", "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
12
34734354-8e63-474e-8df9-bd9d5005a6c0
34734354-8e63-474e-8df9-bd9d5005a6c0
abfb5ff6-3b40-4795-9486-6fa702e6422b
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": "Per favore, mostrami un riepilogo dei file modificati.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "command", "update_progress", "request_tools", "list_dir" ], "l...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": ...
{ "task_id": "a09de959ffef8c5e", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:0492ab131b87", "lang": "it", "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
27
349e3df1-2c07-434e-9a84-5952e78fc471
349e3df1-2c07-434e-9a84-5952e78fc471
19fb202e-783e-49a2-966a-ac34df058bee
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I want to see what happens if we bump the version of our core dependencies. Specifically, check the compatibility of our current implementation in src/requests/adapters.py with the latest version of urllib3 if we were to upgrade it.", "root_count": 1, "posture": "build", "wor...
{ "tools": [ "command", "edit", "git_status", "restore_version", "web_search" ], "requests": [ { "need": "research the latest version of urllib3 and any breaking changes in urllib3 2.0 that affect common usage patterns like those in requests/adapters.py", "exact": [], "af...
{ "task_id": "5ad66cace0063550", "repo": "requests", "split": "train", "archetype": "dependencies", "prompt_group": "requests:6c031ad14a43", "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
36
349e3df1-2c07-434e-9a84-5952e78fc471
349e3df1-2c07-434e-9a84-5952e78fc471
9b8a1f80-4ad9-4f86-8514-8ef4168fdb56
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": "Try to identify any specific functions in src/requests/adapters.py that interact directly with urllib3 internals.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "request_tools...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": ...
{ "task_id": "5ad66cace0063550", "repo": "requests", "split": "train", "archetype": "dependencies", "prompt_group": "requests:6c031ad14a43", "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
26cc4c49-2a78-4d7b-ac78-e8ea6d8753b1
34db4433-61f3-4703-a60c-8dafaeeea70c
83b1b89b-2136-4552-90ad-cba37491ee61
worker
implement
dc3bf9215aac8877
httpx
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": "Identify files related to URL parsing and their tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "0ba55faad2f185ac", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:dde55790a69c", "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
7
e14ba045-8537-4d28-a35c-5e03aebf7363
34db4433-61f3-4703-a60c-8dafaeeea70c
7160a9ad-9e9e-4652-865a-4d6a348bf8c4
worker
implement
dc3bf9215aac8877
httpx
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": "Analyze httpx/_urlparse.py for compliance with WHATWG/RFC standards.", "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": "0ba55faad2f185ac", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:dde55790a69c", "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
1
34e1904f-5958-4706-a8d3-29c90f9dc6e4
34e1904f-5958-4706-a8d3-29c90f9dc6e4
00a2ff58-2e3a-4984-91a1-803bebfb9bec
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `src/config.rs`, we're configuring `ignore::Gitignore` for filtering. I want to make sure we are correctly handling the `--no-ignore` override. Can you check the official `ignore` crate documentation (or its README on GitHub) to confirm if `Gitignore::add_standard_ignore` ignore...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "Fetch web pages and search the web to research the ignore crate documentation, specifically Gitignore::add_standard_ignore and VCS folder handling", "exact": [], "after": [], "scores": { "terminal_close"...
{ "task_id": "c8502f71fe96b88e", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:b5929a999d51", "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
34e1904f-5958-4706-a8d3-29c90f9dc6e4
34e1904f-5958-4706-a8d3-29c90f9dc6e4
3cc81146-097e-4852-ad9b-84051a8e834a
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": "Okay, if we need to specifically ignore .git at the top level without loading all .gitignore files, is there a simpler API call in the latest version?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ ...
{ "tools": [ "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool"...
{ "task_id": "c8502f71fe96b88e", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:b5929a999d51", "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
34e1904f-5958-4706-a8d3-29c90f9dc6e4
34e1904f-5958-4706-a8d3-29c90f9dc6e4
ab27fdcc-0e05-4dee-b11f-3ed85bc17bb4
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": "Great, can you update the `Gitignore` construction logic in `src/config.rs` to reflect that?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "fetch_url", "web_search", "read", ...
{ "tools": [ "command", "edit", "replace_lines", "verify" ], "requests": [ { "need": "Edit src/walk.rs to add .filter_entry() to the WalkBuilder chain in build_walker", "exact": [ "edit" ], "after": [ "edit", "command" ], "scores": { ...
{ "task_id": "c8502f71fe96b88e", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:b5929a999d51", "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
3524c4bf-d268-47c2-816a-17698ff626d2
3524c4bf-d268-47c2-816a-17698ff626d2
2bc2179a-9d89-4159-8535-e181112c717c
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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": "Please run the build and fix any compilation errors or warnings that come up. Also, run the linter and apply the suggested fixes automatically.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run a terminal command like ./gradlew assemble", "exact": [ "command" ], "after": [ "command" ], "scores": { "secret_revoke": 0, "render_view": 0, "edit": 0, "git_stash": 0, "worke...
{ "task_id": "dd88e9364ba5a31a", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:d6fd2208fb4f", "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
3536b94f-dc6c-41c5-afe1-fed2238f5c60
3536b94f-dc6c-41c5-afe1-fed2238f5c60
1a5fe01c-da7f-44ea-b680-7e3fe7ad07ee
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 in the middle of refactoring `active_help.go` but I need to switch to a hotfix on another branch immediately. Stash my work so I have a clean working directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_status" ], "requests": [ { "need": "Run git status and git stash to save uncommitted changes", "exact": [], "after": [ "git_status" ], "scores": { "pack_board": 0, "stat": 0, "chmod": 0, "terminal_read":...
{ "task_id": "8fc7e2b57f9297cd", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:941b6e433f2b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
3559ff3d-6707-4362-b4f5-cddb599633b0
3559ff3d-6707-4362-b4f5-cddb599633b0
7e484c11-b67f-4013-938f-301c00b0200b
coordinator
implement_investigate
dc3bf9215aac8877
requests
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 want to delete src/requests/help.py. It hasn't been updated in years and we've migrated that info to the docs site. Remove the file, delete the import in __init__.py, and remove the `requests.help` entry point if it exists in pyproject.toml.", "root_count": 1, "posture": "bui...
{ "tools": [], "requests": [ { "need": "delete files, edit files, and replace lines", "exact": [ "delete", "edit" ], "after": [], "scores": { "git_blame": 0, "scan_compare": 0, "terminal_read": 0, "command": 3, "git_log": 0, ...
{ "task_id": "5e85afb1df2f814e", "repo": "requests", "split": "train", "archetype": "small_change", "prompt_group": "requests:0d1357eb6a14", "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
35608656-26a7-4bf6-8099-09516b18604f
35608656-26a7-4bf6-8099-09516b18604f
d3efe1c4-5dd0-412f-ab91-cec2541fd023
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Devo capire come è implementata la gestione degli errori personalizzati. Vai su `tests/test_user_error_handler.py` e dimmi come viene registrato un handler personalizzato per il 404. C'è un esempio completo nel file di test?", "root_count": 1, "posture": "build", "workers_in_...
{ "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": "c1c515aefe7afed0", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:3ef4f3bf082b", "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
14
e3e3fb95-2bc0-4998-a983-5460067dc7bd
3587287e-f9a4-432f-a2e1-e2ed06edc4c3
65f87c34-c423-4c16-b223-b78292125f1d
worker
implement
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey src/requests/sessions.py and src/requests/auth.py to identify the exact line ranges, signatures, and complexity of Session.request(), Session.send(), AuthBase.handle_redirect(), and AuthBase.__call__(). These are the methods needing refactoring. Also catalog any existing private ...
{ "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": "9c2eb5e1fab5b1eb", "repo": "requests", "split": "train", "archetype": "refactor", "prompt_group": "requests:c5b9a39d0ff9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "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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3587287e-f9a4-432f-a2e1-e2ed06edc4c3
2d3c733d-661f-4e75-80d0-cb75a07b6cd1
worker
implement
dc3bf9215aac8877
requests
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 src/requests/api.py to document the boilerplate patterns in top-level API functions (get, post, put, patch, delete, options, head, request). Each function manually creates Request objects, prepares them via Session, and calls Session.request(). Identify the common pattern and wha...
{ "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": "9c2eb5e1fab5b1eb", "repo": "requests", "split": "train", "archetype": "refactor", "prompt_group": "requests:c5b9a39d0ff9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "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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3587287e-f9a4-432f-a2e1-e2ed06edc4c3
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worker
implement
dc3bf9215aac8877
requests
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": "Refactor src/requests/api.py to reduce boilerplate. Create a private _request() helper that: (1) creates a Session, (2) creates a Request with method+url+kwargs, (3) prepares the request, (4) sends it via session.send(), (5) returns the response. Simplify request() and all specialized f...
{ "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": "9c2eb5e1fab5b1eb", "repo": "requests", "split": "train", "archetype": "refactor", "prompt_group": "requests:c5b9a39d0ff9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "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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3587287e-f9a4-432f-a2e1-e2ed06edc4c3
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worker
implement
dc3bf9215aac8877
requests
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": "Refactor src/requests/api.py to reduce boilerplate. The file has 8 functions: request() and 7 specialized ones (get, post, put, patch, delete, options, head). Each function repeats: (1) Session creation, (2) Request object creation, (3) request preparation, (4) sending via session. Crea...
{ "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": "9c2eb5e1fab5b1eb", "repo": "requests", "split": "train", "archetype": "refactor", "prompt_group": "requests:c5b9a39d0ff9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
35b04258-c2e0-4fcf-9ba3-7049ebbd39f4
35b04258-c2e0-4fcf-9ba3-7049ebbd39f4
ab11d82c-1960-46c0-98a4-96f7fbf87ad1
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Refactor lib/thor/parser/option.rb to use the new `Keyword.new` interface if it exists, otherwise stick to the current initialization but ensure we remove the deprecated `:required => true` syntax in favor of `required: true`. Update the corresponding specs in spec/parser/option_sp...
{ "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": "e6c7223e847f9c6b", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:daf51a5cd949", "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
35b04258-c2e0-4fcf-9ba3-7049ebbd39f4
35b04258-c2e0-4fcf-9ba3-7049ebbd39f4
ad0cce2f-593c-4451-8a8d-3f51e49c5559
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Run rubocop to check for style violations.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "command", "read" ], "loaded": [ "grep", "read" ] }
{ "tools": [ "command", "terminal_open", "terminal_read" ], "requests": [ { "need": "Run shell commands (rubocop, bundle, etc.) in a local terminal", "exact": [], "after": [ "terminal_open", "terminal_read" ], "scores": { "git_compare": 0, ...
{ "task_id": "e6c7223e847f9c6b", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:daf51a5cd949", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
35d65bf9-fe75-49d5-8e8a-0bf12a09181e
35d65bf9-fe75-49d5-8e8a-0bf12a09181e
01743813-7243-4e70-969d-7d7a8f077a9a
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a flaky test in active_help_test.go. Can you run the full test suite with the race detector enabled? I want to see if there are any data races in the active help logic:\n\ngo test -race ./...\n\nPlease let me know the output.", "root_count": 1, "posture": "build", ...
{ "tools": [ "command" ], "requests": [ { "need": "I need to run a shell command: `go test -race ./...`", "exact": [ "command" ], "after": [], "scores": { "stat": 0, "write": 0, "page_open": 0, "git_diff": 0, "secret_generate": ...
{ "task_id": "357af3bf443a6bc7", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:841fb2959a5a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
35d65bf9-fe75-49d5-8e8a-0bf12a09181e
35d65bf9-fe75-49d5-8e8a-0bf12a09181e
64660693-b102-45a6-b2cd-d53ed3c43117
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "If that passes, try running just the active help tests 10 times in a row with -count=10 to check for race conditions specifically in that path.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update...
{ "tools": [ "command" ], "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": false, "native-r...
{ "task_id": "357af3bf443a6bc7", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:841fb2959a5a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
35e49de3-4434-46c6-8717-34c2a76086de
35e49de3-4434-46c6-8717-34c2a76086de
5fd7e62e-ab39-472b-ab34-2b9f5790d3ac
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": "Who was the last person to modify okhttp/src/commonJvmAndroid/kotlin/okhttp3/CacheControl.kt and what was the commit message?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_log" ], "requests": [ { "need": "git log and git show to investigate commit history and authorship", "exact": [], "after": [ "git_log" ], "scores": { "secret_revoke": 0, "terminal_snapshot": 0, "terminal_open"...
{ "task_id": "4b0a721d0016a362", "repo": "okhttp", "split": "train", "archetype": "git_history", "prompt_group": "okhttp:22ad28f47dad", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
35eb64d3-81bd-46e9-ba50-34ed5082010a
35eb64d3-81bd-46e9-ba50-34ed5082010a
4af003d1-0016-42ac-b389-108b8cca1582
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The build is failing on my machine. Can you run the tests in the gson module and tell me which ones are red? Here's the output:\n\n[ERROR] Failed to execute goal org.apache.maven.plugins:maven-surefire-plugin:3.5.2:test (default-test) on project gson: There are test failures.\n..."...
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands to execute maven tests and see output", "exact": [], "after": [], "scores": { "restore_version": 0, "page_snapshot": 0, "command": 4, "render_view": 0, "secret_generate": 0...
{ "task_id": "7a9faf29870a2e4d", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:0e6c08ba751f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
3631c2b9-1d34-408e-bb32-ee353f5120dc
3631c2b9-1d34-408e-bb32-ee353f5120dc
008f4414-38bf-4193-a0c5-e5994ad6dd36
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": "The `QueueDispatcher` in mockwebserver is leaking requests if a test disconnects abruptly. I'm seeing `OutOfMemoryError: native heap` in our android tests after running a suite of 500+ tests.\n\nHere is the relevant snippet from our test:\n\n```kotlin\n@Test\nfun testLargeResponseL...
{ "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": "d8f93d6599ad5593", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:0ea49790118f", "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
8
fb8c9d9f-23d9-4b74-81e8-6b52730c4501
363548dd-794c-4a50-8545-43e94de2b309
cd2236e0-f62b-485e-9182-aca1a09794e3
worker
implement
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Locate Streams.java and JsonReader.java and identify duplicated buffer management logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "11ca99aee7c58db9", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:68354c1c259d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
3638726a-d8d2-4e85-8e81-fef89a93684a
3638726a-d8d2-4e85-8e81-fef89a93684a
efb6b33b-137f-4295-a4f2-775c885385eb
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to bump the version for the next release. Update pyproject.toml. Also, I noticed a lot of .pyc files cluttering up src/flask. Can you add a rule to .gitignore to stop these from being tracked? Just make sure you don't break existing ignores.", "root_count": 1, "posture":...
{ "tools": [ "edit", "write" ], "requests": [ { "need": "edit or replace lines in a file", "exact": [ "edit" ], "after": [ "write" ], "scores": { "extract_archive": 0, "command_stop": 0, "git_restore": 0, "command": 2,...
{ "task_id": "43edae09c77514f3", "repo": "flask", "split": "train", "archetype": "chores", "prompt_group": "flask:045be0fcf3a2", "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
363b1e8b-2c21-4509-812a-6a7676c60358
363b1e8b-2c21-4509-812a-6a7676c60358
393756c8-8b36-4981-9f00-c07644093f02
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": "Show me the commit 9a34acf details.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show to see commit details", "exact": [ "git_show" ], "after": [], "scores": { "page_act": 0, "command": 1, "terminal_send": 0, "web_search": 0, "terminal_read": 0, ...
{ "task_id": "df509d7dcd0cfd61", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:d1021d5a3bf9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
366d92df-87e3-4915-a836-2547c505de97
366d92df-87e3-4915-a836-2547c505de97
f31050b0-6ebb-4111-b9b3-facad1a2427d
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 found this error in my logs: `com.google.gson.stream.MalformedJsonException: Unterminated object at line 1 column 25 path $`. The official Gson docs say this happens when JSON is invalid, but my JSON validator says it's fine. Can you check if there's a known issue with `JsonReade...
{ "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": "2567cf580788c4ce", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:d26305eb867a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
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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": "Ah, I see. It's strict mode. If I set `setStrictness(Strictness.LENIENT)` do I lose validation on structure or just on syntax?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "2567cf580788c4ce", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:d26305eb867a", "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
366d92df-87e3-4915-a836-2547c505de97
366d92df-87e3-4915-a836-2547c505de97
c8126c0c-fd6f-4537-ac1c-8e0e1d93b876
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": "Right, okay. So it's safer to keep it strict and fix the data generator. Thanks.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "find", "list_dir" ], "loaded": [ ...
{ "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": "2567cf580788c4ce", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:d26305eb867a", "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
376c4056-cb9d-48f9-b854-fa81f2f938fd
376c4056-cb9d-48f9-b854-fa81f2f938fd
902ed0fd-68f2-4434-abb0-2b1f6d7094b3
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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": "Start the `okcurl` application in the background so I can test a curl command against my local API. Use `gradlew :okcurl:run`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run a command or pipeline in a terminal", "exact": [ "command" ], "after": [ "command", "command_output", "wait" ], "scores": { "page_snapshot": 0, "code_rewrite": 0, "git_log": 0,...
{ "task_id": "8412ce6b0780a8d4", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:a6ea0604904a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
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37797875-2549-44be-9561-5a3381109b88
ecf304af-d0fc-4cf2-b830-0300db2c64a0
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": "Which file handles the error rejection for multipart boundary collisions? I need to find where that logic lives.", "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": "8c2ab9fe5fb816f5", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:9ecbb5374c5c", "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
377d1525-b770-42e7-ada2-6d5b7d4455c4
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e554c547-7300-49fa-ba37-ca3610da2054
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": "My `MockWebServer` tests are flaky on CI. Sometimes `MockWebServer.takeRequest()` throws `java.util.NoSuchElementException` even though I know the request was sent.\n\nIt seems like there's a race condition where the client sends the request, but `takeRequest()` hasn't captured it ...
{ "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": "6b05ee3a9820394e", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:4166f315ac67", "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
37ab742c-d5e0-4645-b34f-f346c3440886
37ab742c-d5e0-4645-b34f-f346c3440886
8dd5562d-9b39-4c87-8304-f9cc6832d28f
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at the `okhttp-java-net-cookiejar` module. The README mentions it wraps `java.net.CookieManager`, but I need to be 100% sure about which specific methods on `CookieManager` are invoked and if there are any known pitfalls with the default storage policy on Android vs JVM...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to retrieve official Oracle JavaDoc for java.net.CookieManager and java.net.CookieHandler", "exact": [ "fetch_url", "web_search" ], "after": [ "web_search" ...
{ "task_id": "081724c30b5ce706", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:44704cc5636a", "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
37dce2f4-8132-489b-bb21-13c27a605ceb
37dce2f4-8132-489b-bb21-13c27a605ceb
1a7bd16c-c163-438f-b0ab-df76b22f7ae3
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": "The current documentation for SSE in axum/src/docs doesn't mention the CRLF fix. Please update the relevant docs to explain that CRLF is now treated as a single SSE line ending to improve compatibility.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "483a7ffb232fc675", "repo": "axum", "split": "train", "archetype": "docs", "prompt_group": "axum:e72b0a208ac0", "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
37dce2f4-8132-489b-bb21-13c27a605ceb
37dce2f4-8132-489b-bb21-13c27a605ceb
02c76923-eb30-4a64-95ee-f9360aa4fec5
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 if axum-extra needs any documentation updates regarding the protobuf body buffering rejections mentioned in the commits.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", ...
{ "tools": [ "command", "git_diff", "git_log" ], "requests": [ { "need": "use git log to search for commits related to protobuf body buffering rejections in axum-extra", "exact": [], "after": [ "git_diff" ], "scores": { "git_diff": 1, "page_act...
{ "task_id": "483a7ffb232fc675", "repo": "axum", "split": "train", "archetype": "docs", "prompt_group": "axum:e72b0a208ac0", "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
37f47746-601b-40cd-8216-ce020195a878
37f47746-601b-40cd-8216-ce020195a878
5536949d-d558-414b-b3e3-a26beb719fa2
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": "Pode renomear a função `sanitize` no arquivo `src/sanitize.rs` para `clean_input`? Se sim, atualize todas as chamadas em outros arquivos do projeto para manter a consistência.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" ...
{ "tools": [ "command", "command_output", "edit", "wait" ], "requests": [ { "need": "edit to replace the function signature in src/sanitize.rs", "exact": [ "edit" ], "after": [ "command" ], "scores": { "view_image": 0, "termin...
{ "task_id": "ce8d96ef52b6062a", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:9288a61d47fc", "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
11
37f47746-601b-40cd-8216-ce020195a878
37f47746-601b-40cd-8216-ce020195a878
cf58fb33-34dd-454c-9fd0-1f7002490f51
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": "Certifique-se de que o `src/main.rs` também foi atualizado.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command_output", "wait", "command", "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": "ce8d96ef52b6062a", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:9288a61d47fc", "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
12
37f47746-601b-40cd-8216-ce020195a878
37f47746-601b-40cd-8216-ce020195a878
74d5d829-3432-452e-8b43-f437fe687ead
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": "Verifique se o compilador aponta algum erro após a renomeação.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "update_progress", "command_output", "wait", "comman...
{ "tools": [ "command" ], "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": false, "native-r...
{ "task_id": "ce8d96ef52b6062a", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:9288a61d47fc", "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
16
382935d6-ba8d-4cdc-b6b1-ea4dde98ecea
382935d6-ba8d-4cdc-b6b1-ea4dde98ecea
a9a7d767-e4ff-4dae-bdf9-fa102bfd48e0
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to debug why `thor install` is hanging sometimes. Can you start the runner in debug mode and let me know what gets logged when I pass `--backtrace`? Just run `bundle exec thor help` with the debug flags and paste the output here.", "root_count": 1, "posture": "build", ...
{ "tools": [ "command" ], "requests": [ { "need": "Run a shell command to execute `bundle exec thor help --backtrace` or similar debug flags", "exact": [ "command" ], "after": [], "scores": { "chmod": 0, "survey_repo": 0, "git_stash": 0, ...
{ "task_id": "45b2acda07ee8050", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:9328c9c25521", "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
3862f30a-3865-4268-be7c-44f5996bb510
3862f30a-3865-4268-be7c-44f5996bb510
a98bbfe9-e333-41cf-baa1-0ea02fb22ab9
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": "fix(res.send): preserve ETag generation with Transfer-Encoding (#7459)\n\nI see this commit in recent history. Can you point me to the exact function in lib/response.js that generates the ETag and tell me what dependencies it relies on?", "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": "7dde0a7e1357f898", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:b753763b47fb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
3862f30a-3865-4268-be7c-44f5996bb510
3862f30a-3865-4268-be7c-44f5996bb510
9217789e-1817-4403-89bb-9e917ceb5e51
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": "Show me the git blame for that function to see who last touched it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize", "list_dir" ], "loaded": [ "grep", ...
{ "tools": [ "git_blame" ], "requests": [ { "need": "I need to perform a git blame on a specific file and line range to see authorship history.", "exact": [], "after": [], "scores": { "git_stash": 0, "verify": 0, "process_list": 0, "http_request": 0,...
{ "task_id": "7dde0a7e1357f898", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:b753763b47fb", "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
3889a671-fc91-49ab-8c94-7730a0aa9e28
3889a671-fc91-49ab-8c94-7730a0aa9e28
0b88a26d-b7d8-4730-8581-af8baf38d7d4
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": "The README mentions 'Slim-Psr7' as a notable implementation. Can you check the current repository activity for https://github.com/slimphp/Slim-Psr7? I want to see the last commit date and the open issue count to decide if it's still maintained enough to integrate.", "root_count":...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web search and fetch a web page to find repository activity like last commit date and issue count", "exact": [], "after": [ "web_search", "fetch_url" ], "scores": { "git_stash": 0, ...
{ "task_id": "57f039cb7235b2ed", "repo": "slim", "split": "train", "archetype": "web", "prompt_group": "slim:4f732fc64a33", "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
29
38b4c919-693e-4b82-a69a-616a4395503a
38b4c919-693e-4b82-a69a-616a4395503a
62101cff-7e5f-4d36-85b8-61162e68bc06
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I have several changes across `axum-extra/src/response/mod.rs` and `axum-extra/src/response/multiple.rs`. Please split these into logical commits with proper messages and commit them.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inves...
{ "tools": [ "git_status" ], "requests": [ { "need": "Git operations to inspect diffs, stage files, and create commits for splitting changes into logical groups", "exact": [], "after": [], "scores": { "worker_cancel": 0, "http_request": 0, "restore_version":...
{ "task_id": "8be2bd1caf5e60ec", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:afbcffa1affa", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
38dffe9c-c9b4-49c7-9a71-dd23dc0a4eb5
38dffe9c-c9b4-49c7-9a71-dd23dc0a4eb5
8aee995d-c091-420c-babb-26e875559ef8
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": "Can you draft a new entry for CHANGELOG.md for version 0.28.2? I want to highlight the new support for Python 3.13 and the fix for the syntax error in the multipart file upload examples.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_in...
{ "tools": [ "command", "git_log" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, ...
{ "task_id": "4954096526f4b959", "repo": "httpx", "split": "train", "archetype": "docs", "prompt_group": "httpx:d6c378a428a2", "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
3921c306-3887-43fc-8afd-879612a98c95
3921c306-3887-43fc-8afd-879612a98c95
03c1d6dc-313e-43cd-914b-2a7d69ad9778
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": "In the `axum` documentation, it mentions that axum doesn't have its own middleware system but uses `tower::Service`. I have a `tower::Layer` that I want to apply to my axum router. Do I just call `.layer()` on the Router, or do I need to wrap the service? Is there any overhead in t...
{ "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": "287a9b9082ddba06", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:6b4137d6f7d9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
3921c306-3887-43fc-8afd-879612a98c95
3921c306-3887-43fc-8afd-879612a98c95
a7dd785a-e425-4b75-a92a-e89ec697454e
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": "How do I apply a layer only to specific routes and not the whole router?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "grep" ], "loaded": [ "grep", "list_di...
{ "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": "287a9b9082ddba06", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:6b4137d6f7d9", "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
3921c306-3887-43fc-8afd-879612a98c95
3921c306-3887-43fc-8afd-879612a98c95
2c71dfda-7bc9-4906-941b-397bf39e598e
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": "Are there any layers in `tower-http` that don't play nice with axum's extractors?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "grep" ], "loaded": [ "grep", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "287a9b9082ddba06", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:6b4137d6f7d9", "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
39242bae-b814-4fb4-90c4-bc55ab69b197
39242bae-b814-4fb4-90c4-bc55ab69b197
534a6826-caca-4774-a18b-093a1d7ed2e8
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'm trying to pin an exact version for a smoke test dependency but I can't see the current lockfile state. Run `npm ls --depth=0` so I can see what's actually installed vs what's in package.json.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "tools": [ "command" ], "requests": [ { "need": "run a shell command to list installed npm dependencies", "exact": [ "command" ], "after": [], "scores": { "task": 0, "terminal_open": 4, "scan_list": 0, "pack_board": 0, "git_me...
{ "task_id": "d5bb978cc4ab36f4", "repo": "axios", "split": "train", "archetype": "data_files", "prompt_group": "axios:f7d7c522f0b4", "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
39495399-2608-403b-bb3b-30701fb6f24f
39495399-2608-403b-bb3b-30701fb6f24f
1cf34879-f27a-42a5-bfd7-c03873950f85
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 audit our dependency tree. Can you parse `package.json` and `package-lock.json` and give me a count of all direct dependencies (excluding devDependencies)? Also, check if there are any duplicate versions of the same package in the lockfile and list them if found.", "roo...
{ "tools": [ "jq" ], "requests": [ { "need": "run shell commands like jq to parse JSON files", "exact": [ "jq" ], "after": [ "jq" ], "scores": { "wc": 0, "git_stash_list": 0, "secret_generate": 0, "terminal_close": 0, ...
{ "task_id": "36d392c42e2031c5", "repo": "axios", "split": "train", "archetype": "data_files", "prompt_group": "axios:cf2a87317f02", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
3951bfcd-8d27-4aa9-9434-f7d947c89ef2
3951bfcd-8d27-4aa9-9434-f7d947c89ef2
e082a118-8fb6-4aba-bd13-06bed8786107
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you add a type definition to expose the `defaultMarker` in `lib/core/Axios.js`? I saw a recent commit `fbe2e82` that mentioned exposing it, but I can't find the actual type export in `index.d.ts`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface":...
{ "tools": [ "git_diff", "git_show" ], "requests": [ { "need": "I need to inspect the changes made in a specific git commit using git_show to understand what 'defaultMarker' refers to and where it is located.", "exact": [ "git_show" ], "after": [ "git_diff" ...
{ "task_id": "d6b431f597cfb573", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:c344f6a9fd52", "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
3989b980-c357-423e-ab2a-df2d23de90e5
3989b980-c357-423e-ab2a-df2d23de90e5
6fc6f764-fe8b-44ed-8b61-4a4a71c09cac
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The test `test_exec_with_separator` in tests/tests.rs is failing on my local Windows build. Can you show me the definition of that test and the `testenv` module it relies on so I can debug the environment setup?", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "c8d67921919f3dca", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:55ea58e8fd28", "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
3989b980-c357-423e-ab2a-df2d23de90e5
3989b980-c357-423e-ab2a-df2d23de90e5
2c8653e8-5a96-4b4e-ac4b-f139e40e2202
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": "Do we have any other tests that specifically target Windows-only behavior?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "read", "list_dir" ], "loaded": [ "list_dir", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "c8d67921919f3dca", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:55ea58e8fd28", "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
39b53e6f-25d7-4d04-a186-c20a05f9bd1a
39b53e6f-25d7-4d04-a186-c20a05f9bd1a
2534902c-c039-4216-b194-c05df48640f1
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": "Who was the last person to modify src/walk.rs and why did they make the change?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "git_log to view commit history for src/walk.rs", "exact": [ "git_log" ], "after": [ "git_log" ], "scores": { "extend_worker_budget": 0, "git_merge": 0, "secret_revo...
{ "task_id": "9749ebf9be52b390", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:e613435cd00b", "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
39b53e6f-25d7-4d04-a186-c20a05f9bd1a
39b53e6f-25d7-4d04-a186-c20a05f9bd1a
593600fc-9b25-4e43-b355-73f57873e49c
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": "Can you show me the actual diff for that commit?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_log", "request_tools", "command", "find" ], "loaded": [ "find", "git_comm...
{ "tools": [ "git_diff", "git_show" ], "requests": [ { "need": "git_diff to view the changes in a specific commit", "exact": [ "git_diff" ], "after": [ "git_show" ], "scores": { "verify": 0, "git_compare": 1, "extend_worker_bu...
{ "task_id": "9749ebf9be52b390", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:e613435cd00b", "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
39bede7f-630a-406c-9630-3d4577acaea2
39bede7f-630a-406c-9630-3d4577acaea2
8005a983-8fcf-4d78-a714-e0a9af158a95
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": "Ich versuche zu verstehen, wie die URL-Parsing-Logik implementiert ist. Kannst du mir zeigen, wie `httpx/_urlparse.py` mit komplexen URLs umgeht?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "587c5e4382bc6422", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:a66c3ddcea5e", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
39c82439-8c38-4297-a700-8211495b1411
39c82439-8c38-4297-a700-8211495b1411
a7178b38-baf2-4a26-8838-92c8c003faff
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": "I'm in the middle of refactoring `okhttp-dnsoverhttps/src/main/kotlin/okhttp3/dnsoverhttps/DnsOverHttps.kt` and I'm not ready to commit yet. Can you stash my current changes so I can switch to a different branch to fix a priority bug?", "root_count": 1, "posture": "build", "w...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "I need to use git commands like git status and git stash to manage the user's uncommitted changes.", "exact": [], "after": [ "git_diff" ], "scores": { "command": 3, "w...
{ "task_id": "a575fcb33d5b7d4d", "repo": "okhttp", "split": "train", "archetype": "commit", "prompt_group": "okhttp:c639210cac00", "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
39c82439-8c38-4297-a700-8211495b1411
39c82439-8c38-4297-a700-8211495b1411
4605779c-67f8-42eb-9e7f-cc0cfa91185a
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": "Okay, I'm done with the bug fix. Please restore my work from the stash and continue where I left off.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_diff", "find", "git_status", "re...
{ "tools": [ "git_stash_list" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, ...
{ "task_id": "a575fcb33d5b7d4d", "repo": "okhttp", "split": "train", "archetype": "commit", "prompt_group": "okhttp:c639210cac00", "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
39dd18f0-9dd3-454f-91bc-27c747197b85
39dd18f0-9dd3-454f-91bc-27c747197b85
9388301b-a457-4681-aac9-c4bb7ce65eb8
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": "Can you explain the logic in `binding/form_mapping.go`? I want to understand how it maps form fields to struct tags.", "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": "48e363bf1b3b203c", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:21231d4fa07e", "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
39dd18f0-9dd3-454f-91bc-27c747197b85
39dd18f0-9dd3-454f-91bc-27c747197b85
cb89d600-9a5b-42ee-838e-1a14aef59e4b
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": "How does it handle nested structs during the mapping process?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "48e363bf1b3b203c", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:21231d4fa07e", "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" }