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pw-decide-row/1
12
f5313229-6a98-4f6b-bb78-733b3f20de26
f5313229-6a98-4f6b-bb78-733b3f20de26
77084150-7a48-44b7-b17c-e6dcb577721f
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": "Can you look at the current diff in the repository? I think I left some debug print statements in `gson/src/main/java/com/google/gson/internal/Streams.java` that shouldn't be there.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investi...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "git_diff to see the current changes in the repository", "exact": [ "git_diff" ], "after": [ "git_status", "command" ], "scores": { "process_list": 0, ...
{ "task_id": "3db4796d90550df6", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:4d36df79d41c", "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
f5313229-6a98-4f6b-bb78-733b3f20de26
f5313229-6a98-4f6b-bb78-733b3f20de26
9db86081-bec1-4a05-8145-e849a5d86c08
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": "Clean those up and commit the fix directly to my current branch.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_status", "git_diff", "request_tools", "grep", "command", "rea...
{ "tools": [ "command", "git_status" ], "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": tru...
{ "task_id": "3db4796d90550df6", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:4d36df79d41c", "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
f554708b-e93c-4f49-abdb-0518395cd56e
f554708b-e93c-4f49-abdb-0518395cd56e
9bb23ed8-ba77-4534-8bad-e4c102ad3bdd
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": "Open a terminal so I can manually inspect the files in the testdata/ directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open" ], "requests": [ { "need": "open a terminal", "exact": [], "after": [], "scores": { "jq": 0, "view_image": 0, "git_log": 0, "wait": 0, "scan_summary": 0, "page_snapshot": 0, "page_act": 0, ...
{ "task_id": "f22f6bc5191ae7de", "repo": "gin", "split": "train", "archetype": "ops", "prompt_group": "gin:3cf407aad878", "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
f556db98-eaa3-41d9-82d4-7ce03a096323
f556db98-eaa3-41d9-82d4-7ce03a096323
cf278b99-a68c-4af9-ad84-a5bf6fb634c8
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "bump the version\n\nI'm about to publish 4.18.2. Update package.json and History.md accordingly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "write" ], "requests": [ { "need": "write package.json and History.md to bump version to 4.18.2", "exact": [ "write" ], "after": [], "scores": { "git_compare": 0, "git_commit": 3, "worker_cancel": 0, "view_video...
{ "task_id": "98ad9a8192486b85", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:da00cff1a5e6", "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
f56b5b96-4a49-4dbc-999a-a4d86e96daa2
f56b5b96-4a49-4dbc-999a-a4d86e96daa2
fe2fbbee-f503-4329-b5e9-093b4257996d
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": "帮我统计一下 gson 主模块下 Java 代码的行数,排除测试代码。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands to count lines of Java code", "exact": [], "after": [], "scores": { "terminal_send": 2, "git_diff": 0, "git_compare": 0, "answer_decision": 0, "restore_version": 0, ...
{ "task_id": "f821644ac36799c6", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:2a503f182e71", "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
14
f59a70eb-ee30-4852-91f7-f1a3dee07f15
f59a70eb-ee30-4852-91f7-f1a3dee07f15
9a8dceea-2ac7-4c32-9ee5-83e0addc32db
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm tracing through the request handling flow and I see `axum_core::extract::request_parts` being used, but I can't figure out which internal axum file actually implements the logic to extract the request parts from the `Request` type. Can you find the definition of the `RequestPar...
{ "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": "13cb74e215649c38", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:624df6627957", "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
f5a2235c-4652-48d7-9f88-1c52a0f1dab2
f5a2235c-4652-48d7-9f88-1c52a0f1dab2
9e0d5443-3165-4008-b4fb-8a491cdebe44
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is the logic for `Thor::Actions#create_file` actually implemented? I need to trace how it handles the `force` option.", "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": "755d9764c13afe62", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:18639c1bb8d1", "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
f5a2235c-4652-48d7-9f88-1c52a0f1dab2
f5a2235c-4652-48d7-9f88-1c52a0f1dab2
97df4cad-db2d-4874-9b0a-060fbb214430
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you also show me where this method is called in the spec files?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "755d9764c13afe62", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:18639c1bb8d1", "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
f5a2235c-4652-48d7-9f88-1c52a0f1dab2
f5a2235c-4652-48d7-9f88-1c52a0f1dab2
94b3927f-2429-449c-a23d-ecfde9d29c0a
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": "Are there any other files that override or wrap this behavior?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "755d9764c13afe62", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:18639c1bb8d1", "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
f5b12e81-9fdf-4c5f-9d8f-93d8582bb00c
f5b12e81-9fdf-4c5f-9d8f-93d8582bb00c
f8434844-058c-463a-945e-cba6f28cefaf
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": "In the Flask app context, what is the exact difference between `flask.g` and `app.config`? I'm trying to decide where to store request-scoped user data versus application-wide settings.", "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": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "19b093dbef04deb8", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:8cc31d24b87f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
f5bc026b-87be-44d0-acfa-5d08f79f3c13
f5bc026b-87be-44d0-acfa-5d08f79f3c13
2a577f18-d899-4d62-acc8-f7fd7ec2e1e1
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `httpx.Proxy` class doesn't seem to handle usernames and passwords in the URL correctly for HTTP proxies.\n\n```python\nfrom httpx import Proxy\n\nproxy = Proxy(url='http://user:pass@proxy.example.com:8080')\nprint(proxy.target_url) # Expected host:port, got full url? Or crash?...
{ "tools": [], "requests": [ { "need": "command to run a python script and reproduce the issue", "exact": [ "command" ], "after": [], "scores": { "wc": 0, "render_view": 0, "terminal_close": 2, "scan_compare": 0, "worker_cancel": 0, ...
{ "task_id": "b59e735ce9d71ac2", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:1739672e7a10", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
f5cab546-dd87-4de2-88f0-3de5ddb38a1b
f5cab546-dd87-4de2-88f0-3de5ddb38a1b
16c10d96-ea1f-49cc-b70a-62c468323949
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": "where does the 'StreamClosed' error get raised?", "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": "e68f2c7c239b0fcc", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:6c798f52ad4e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
f5d1cbd6-0a20-4695-a3a9-1a621a3f3457
f5d1cbd6-0a20-4695-a3a9-1a621a3f3457
57e05b94-ed27-4701-93b4-a17ddab875b5
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": "Kannst du mir eine Liste aller Branches anzeigen?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches" ], "requests": [ { "need": "list git branches in JSON format", "exact": [], "after": [], "scores": { "scan_compare": 0, "git_commit": 0, "terminal_send": 0, "wc": 0, "copy": 0, "scan_query": 0, "res...
{ "task_id": "a18210874c69e106", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:74daa05f3ac1", "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
f5d76486-0803-4bc1-af39-1e69b3bd59c6
f5d76486-0803-4bc1-af39-1e69b3bd59c6
25c912c4-4cb4-4855-8767-1aef0b035a8b
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": "find where the User-Agent header is set by default.", "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": "a8329b8ff20e7564", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:317041eea031", "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
f60c8457-8ddd-4849-92dc-7f270b54c609
f60c8457-8ddd-4849-92dc-7f270b54c609
5bd0aafb-54a7-4c59-9193-32ea495b813f
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": "Hey, I need to implement proxy support for a proxy that isn't in the standard list. I looked at `adapters.py` and saw `HTTPAdapter` and `SOCKSProxyAdapter`. Can you tell me where the proxy environment variables (like `HTTPS_PROXY`) are actually read from `os.environ` and converted ...
{ "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": "4f47a1cd0b2ffe12", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:e21b2e734ff5", "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
f64010d9-0a38-4cf2-a8e1-082560cd9b89
f64010d9-0a38-4cf2-a8e1-082560cd9b89
1305a0f1-c729-4659-a09b-202abd7aa44e
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": "I'm looking at `axum-extra/src/response/content_disposition.rs`. How is the `ContentDisposition` type actually constructed?", "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": "997f0426a0251e8f", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:992da818f9c5", "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
f64010d9-0a38-4cf2-a8e1-082560cd9b89
f64010d9-0a38-4cf2-a8e1-082560cd9b89
054d8911-e31b-40ac-8d8f-d8ecf57cd58b
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": "Is there a way to set the filename as an option?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "997f0426a0251e8f", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:992da818f9c5", "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
f6413908-8e1b-4695-9630-3b106b16784a
f6413908-8e1b-4695-9630-3b106b16784a
87076111-cac5-4c83-89fd-5c079d07db71
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": "Estoy depurando un error en `render/json.go`. Cuando usamos `sonic` o `jsoniter` como backend, a veces los tiempos de serialización varían drásticamente. Quiero consultar la documentación de `github.com/bytedance/sonic` para entender qué configuraciones de rendimiento recomiendan p...
{ "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": "ac879534d5689a14", "repo": "gin", "split": "train", "archetype": "docs_online", "prompt_group": "gin:e22b7d928de7", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
f64e286a-c1d1-485a-9dbb-f578a216b74e
f64e286a-c1d1-485a-9dbb-f578a216b74e
c0f11729-3e25-4d07-b52f-93a81bedf5d2
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 noticed in `src/requests/sessions.py` that `Session.send` accepts a `stream` argument. However, the type hints in `src/requests/_types.py` or `py.typed` stubs are inconsistent. \n\nSpecifically, `PreparedRequest` is being passed around, but the `hooks` parameter in some methods i...
{ "tools": [], "requests": [ { "need": "I need to use 'edit' and 'write' tools to modify the source files.", "exact": [ "edit", "write" ], "after": [], "scores": { "process_list": 0, "http_request": 0, "jq_edit": 1, "jq": 0, "...
{ "task_id": "bc320526f291a17d", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:a4c746e80c5e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
f65d4642-be8d-45b8-a664-7bc061f5c0d0
f65d4642-be8d-45b8-a664-7bc061f5c0d0
4d93eaa8-0a89-44da-a3e8-6078802e7ef2
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Rename the `Bind` function in `binding/binding.go` to `BindRequest` and update all references across the repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "file mutation — rename Bind → BindRequest across 15+ files with pattern-based codemod", "exact": [], "after": [ "code_rewrite" ], "scores": { "chown": 0, "restore_version": 1, "http_request": 0, "comman...
{ "task_id": "84bc3bbba46750eb", "repo": "gin", "split": "train", "archetype": "small_change", "prompt_group": "gin:e3cf97fbb584", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
f661f9f6-12e4-4ecd-9460-c9751f277a65
f661f9f6-12e4-4ecd-9460-c9751f277a65
b7848a30-7fbe-4323-a0aa-ea3cde3af9d6
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Looking at `Slim/Middleware/ErrorMiddleware`, I see it handles exceptions. But I also see `Slim/Handlers/ErrorHandler`. How do these two interact? Does the middleware delegate to the handler, or does the handler wrap the middleware? I'm trying to understand the flow when an uncaugh...
{ "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": "1af4d9b9a1cf7a80", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:7e90ab0bffbe", "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
f6981684-98a4-4383-b495-b9116e505ceb
f6981684-98a4-4383-b495-b9116e505ceb
a6942ac5-b73d-4e59-9b58-974c6c85de63
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": "Show me the commit adbc881 and explain what specifically was changed regarding the macOS test link failure.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_show" ], "requests": [ { "need": "git show to inspect a specific commit", "exact": [], "after": [ "git_show" ], "scores": { "delete": 0, "scan_summary": 0, "render_view": 0, "capture_page": 0, "e...
{ "task_id": "22738d86471b8f98", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:c678fb563e37", "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
f6c556c9-1fc2-45b0-9e2c-04c0ed22d2ad
f6c556c9-1fc2-45b0-9e2c-04c0ed22d2ad
cb3edf8c-108b-42d4-aa60-11d0fb7d1173
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Run a cargo audit scan on this repo. I need to know if any of the dependencies (especially `regex`, `aho-corasick`, and `ignore`) have known CVEs that could lead to DoS or code execution. Paste the full output of the scan.", "root_count": 1, "posture": "build", "workers_in_fl...
{ "tools": [], "requests": [ { "need": "run a shell command", "exact": [ "command" ], "after": [ "web_search" ], "scores": { "git_checkout": 0, "answer_decision": 0, "git_commit": 0, "wait": 0, "restore_version": 0, ...
{ "task_id": "371d3147dea65654", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:bea15e995e94", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
f6d5e712-165f-4672-9f57-16b97cf0909d
f6d5e712-165f-4672-9f57-16b97cf0909d
96d20eb5-ed96-4c04-96f2-c069a3f102b2
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": "We're seeing a lot of `try/except` blocks in `src/flask/views.py` and `src/flask/blueprints.py` that catch `AttributeError` when accessing view methods. This is fragile.\n\nRefactor the view lookup logic in both files to use `getattr` with a default or check for `hasattr` more expl...
{ "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": "c3512312984b7967", "repo": "flask", "split": "train", "archetype": "refactor", "prompt_group": "flask:ca6bc16ce4da", "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
f6eba0c7-07e2-436d-b68f-1adcaa1ab7fc
f6eba0c7-07e2-436d-b68f-1adcaa1ab7fc
bce7eb9f-814a-4797-bedb-5c7770218b42
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `httpx.Client.get` method is raising a `httpx.ReadTimeout` when I set `timeout=1.0` on a local server that usually responds in 200ms. I'm using version 0.28.1. Can you check the `httpx/_client.py` and `httpx/_config.py` files to see how the read timeout is passed to the underly...
{ "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": "e4bd8b46e29aee29", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:bb93199d70e7", "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
f71d62f6-d6aa-4a69-a82a-1b1150892b0b
f71d62f6-d6aa-4a69-a82a-1b1150892b0b
36377481-cbbb-4ec1-863a-74bc69846dfd
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I just realized I messed up the last commit I made to `httpx/_auth.py`. I included an extra import that shouldn't be there. Can you remove that import and amend the previous commit so it's clean?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "tools": [], "requests": [ { "need": "git history and command execution to see the last commit and diffs", "exact": [ "command" ], "after": [ "git_show", "git_diff", "git_blame", "git_status" ], "scores": { "git_compare": 1, ...
{ "task_id": "37c1fdf58a393778", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:147a25748cae", "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
2
f72958df-f300-40eb-826b-bfd1a7d9ff38
f72958df-f300-40eb-826b-bfd1a7d9ff38
0a4290ae-a9e4-4eab-ab5a-6b8047326183
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 read somewhere that Google recommends against using Gson for new Android projects in favor of Kotlin Serialization. Can you pull up the current official stance from the Gson README or blog? Specifically, I want to quote the section about why Gson's runtime reflection is problemat...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search and fetch url to find the official Google blog post or documentation recommending Kotlin Serialization over Gson for Android, specifically mentioning reflection and Android shrinkers.", "exact": [], "after": [], "scor...
{ "task_id": "027522a7fe7e0782", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:de1d9d88c818", "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
f73c4836-a250-4c9b-a11e-49db8ac11d28
f73c4836-a250-4c9b-a11e-49db8ac11d28
986124b1-a996-4de6-b6a3-9fb0cd4d1f25
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": "The Thor gemspec specifies `open-uri` as a dependency. I know this is a standard library in Ruby < 3.0, but for Ruby 3.2+, is it still required as an external dependency, or should we update `thor.gemspec` to reflect that it's now built-in? Please check the Ruby release notes for 3...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Ruby 3.0+ open-uri deprecation", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "git_checkout": 0, ...
{ "task_id": "070f2d4bd8042f26", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:3e196f35374d", "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
f778ccd2-dfd7-4a84-b742-8e83f70064ba
f778ccd2-dfd7-4a84-b742-8e83f70064ba
ea3ed248-e0c7-41d6-b610-d226f71b1fc2
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Estou tendo problemas com a performance quando corro o fd em um diretório com milhões de arquivos. O que posso fazer?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "dac2d050896d5cd0", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:18f54078be24", "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
5
f780d687-3928-4649-88df-1da24be2ef00
f780d687-3928-4649-88df-1da24be2ef00
baeb21a5-bf4f-400f-9135-11ab6e8236a3
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": "Run golangci-lint on the context.go file. I saw some warnings in my IDE and want to make sure it's clean.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "edit", "wait", "write" ], "requests": [ { "need": "run a shell command", "exact": [ "command" ], "after": [ "wait", "edit" ], "scores": { "secret_list": 0, "page_open": 0,...
{ "task_id": "f0cc0de3b8d48788", "repo": "gin", "split": "train", "archetype": "run_and_verify", "prompt_group": "gin:44f119a7c076", "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
f7ad4083-0cde-4bc6-b600-8be2550ce357
f7ad4083-0cde-4bc6-b600-8be2550ce357
2e676d01-d816-4e06-9a54-7e5ebf97a3df
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at `bash_completions.go` and `zsh_completions.go`. They both have nearly identical logic for generating the list of active shell completions. Can you refactor this into a shared helper function in `shell_completions.go`? Please make sure the tests still pass after you t...
{ "tools": [], "requests": [ { "need": "run go tests using the terminal", "exact": [], "after": [ "terminal_open" ], "scores": { "git_merge": 0, "replace_lines": 0, "git_show": 0, "view_video": 0, "wait": 2, "task": 1, ...
{ "task_id": "1d34cae966229140", "repo": "cobra", "split": "train", "archetype": "refactor", "prompt_group": "cobra:241fd3b1a98a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
f7b2f65e-6b9a-4fd7-8e86-9ef43dbaa65e
f7b2f65e-6b9a-4fd7-8e86-9ef43dbaa65e
e81e257c-1fc3-48b1-8d23-957e2f697252
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The exit code logic in `Thor::Runner` is inconsistent when a subcommand fails.\n\nIn `bin/thor`, if I run a command that returns `exit(1)`, the shell script exits with 0. It should propagate the exit code.\n\nHere is the relevant snippet:\n\n```bash\nruby lib/thor.rb my_task\n``` \...
{ "tools": [], "requests": [ { "need": "execute shell commands like ruby or bash to run reproduction scripts", "exact": [], "after": [], "scores": { "command_output": 2, "terminal_send": 2, "terminal_read": 2, "code_rewrite": 0, "git_branches": 0, ...
{ "task_id": "20421c35123100d7", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:80c3ae9e9fb8", "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
f7d4fb8b-164e-4792-a84d-43aac9ff1434
f7d4fb8b-164e-4792-a84d-43aac9ff1434
507dce77-0825-45c0-8c14-a8aaf345a0a9
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The project supports Python 3.10+. Is there a specific reason for this version pin? Does it use any f-string features or typing annotations that require 3.10?", "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": "de050fa55e40e8f1", "repo": "requests", "split": "train", "archetype": "question", "prompt_group": "requests:791ab9948e20", "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
f7da2e80-635a-4113-9f3d-7df471d78962
f7da2e80-635a-4113-9f3d-7df471d78962
f730904a-a680-4d81-92e8-d5e1f3c609f2
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": "Accede a https://status.github.com/api para obtener el estado actual de los servicios de GitHub. Devuélveme el estado del componente 'DNS' y si hay incidentes abiertos en los últimos 24 horas.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implem...
{ "tools": [ "fetch_url" ], "requests": [ { "need": "HTTP/network access to fetch URLs and make API requests", "exact": [], "after": [], "scores": { "pack_board": 0, "command_stop": 0, "delete": 0, "secret_generate": 0, "page_close": 0, ...
{ "task_id": "d034b0ff298ee3e6", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:083d40a77777", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
f7da2e80-635a-4113-9f3d-7df471d78962
f7da2e80-635a-4113-9f3d-7df471d78962
0352faae-4c2e-446b-9819-2a2e24c44abe
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": "Si hay incidentes, resume los detalles principales.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "request_tools" ], "loaded": [ "fetch_url", "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": "d034b0ff298ee3e6", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:083d40a77777", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
f7da2e80-635a-4113-9f3d-7df471d78962
f7da2e80-635a-4113-9f3d-7df471d78962
9d4bfe7f-3c2c-4cda-86c9-8cc91b3294ec
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": "Compara esto con el estado actual del endpoint de API de Okta para ver si hay correlación en caídas.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "request_tools" ], "loaded": ...
{ "tools": [ "fetch_url", "http_request" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-to...
{ "task_id": "d034b0ff298ee3e6", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:083d40a77777", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
f7eab9b6-a194-49fb-820f-1837994adca5
f7eab9b6-a194-49fb-820f-1837994adca5
aabec949-b67d-4095-872d-e947322fea98
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Explícame la lógica de `lib/request.js` para la función `req.accepts`. ¿Cómo decide cuál es el mejor formato?", "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": "782c9df5bba4205a", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:4cec5b26b7ef", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
35dfa8da-df50-4e73-87e4-86a2c6f59788
f7f9c320-98a7-4460-aaf3-2b41c2755451
839dbc13-306a-4376-83d6-f036ff018e80
worker
implement
dc3bf9215aac8877
axios
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 tests/module/esm/ and tests/module/cjs/ to identify initialization patterns and helper files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "095bda04d7bd373b", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:6561fbb1b445", "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
3
cffebdd4-0015-4a63-b78c-a197c1034e59
f7f9c320-98a7-4460-aaf3-2b41c2755451
13bfefa5-c4f5-484c-b3de-4e3aee7d03f9
worker
explore_readonly
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "List all files in tests/module/esm/ and tests/module/cjs/ to identify potential helper or initialization files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "095bda04d7bd373b", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:6561fbb1b445", "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
12
f816127d-0b65-4297-9640-42828d3a87f1
f816127d-0b65-4297-9640-42828d3a87f1
78c47ea7-01b9-4262-9fad-89a4ca75a206
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The .gitignore is getting messy. Please clean up build artifacts. I'm seeing stale files in vendor/ and some IDE config files that shouldn't be tracked. Just add the necessary rules, don't delete anything manually.", "root_count": 1, "posture": "build", "workers_in_flight": 0...
{ "tools": [], "requests": [ { "need": "execute shell commands to inspect the filesystem and git status", "exact": [], "after": [ "git_status", "git_show" ], "scores": { "git_blame": 1, "command_output": 2, "git_restore": 0, "page_act...
{ "task_id": "edae08f85cfb4cdd", "repo": "slim", "split": "train", "archetype": "chores", "prompt_group": "slim:3f585587e071", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
f81a8a88-c5f9-4b61-927c-87e673232855
f81a8a88-c5f9-4b61-927c-87e673232855
d083c329-518e-441f-b738-254a1e5038b7
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": "show me the diff between 8999295 and d8eaaba", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff" ], "requests": [ { "need": "run git commands to show the diff between two specific commits", "exact": [ "diff" ], "after": [ "git_diff" ], "scores": { "measure_page": 0, "extract_archive": 0, ...
{ "task_id": "c11ce5dd60dadea1", "repo": "flask", "split": "train", "archetype": "git_history", "prompt_group": "flask:78e187454992", "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
f81f64a1-7d6e-4868-b1a7-1b9320949832
f81f64a1-7d6e-4868-b1a7-1b9320949832
c00f2576-a48f-474a-810f-7721c44ea3c2
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": "Revisa Slim/CallableResolver.php y dime si está resolviendo correctamente los invocables que no tienen constructor. He leído que a veces falla con las clases que no inyectan dependencias.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_i...
{ "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": "6b81c03f87f11b86", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:651cae729d16", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
f83949ff-93c9-4e13-9671-bb92ff1efae7
f83949ff-93c9-4e13-9671-bb92ff1efae7
49c1540e-4b23-4370-b7f4-b6d96dee2006
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a caching issue with `FastRouteDispatcher`. After making multiple requests, `getAllowedMethods()` seems to return stale data for specific routes.\n\nCommit `3f42b15` tried to bound the cache size, but I'm seeing `RuntimeException` when the cache hits the limit in a high...
{ "tools": [], "requests": [ { "need": "git commands like git log, git show, git blame to investigate history and specific commits", "exact": [], "after": [ "git_log", "git_diff", "git_show", "git_status", "replace_lines" ], "scores": { ...
{ "task_id": "6c82f752fee16cc2", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:ca2ac0c0960c", "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
f841d17e-a434-4c4c-9aac-518b90f4b877
f841d17e-a434-4c4c-9aac-518b90f4b877
1f407d93-95ea-4147-9863-504c255c8e77
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 looking at `command.go`. How are subcommands actually attached to a parent command?", "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": "27bdb61b8ac1d0d1", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:2704ad38c6f3", "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
f841d17e-a434-4c4c-9aac-518b90f4b877
f841d17e-a434-4c4c-9aac-518b90f4b877
179eddca-97d9-4a54-94d5-aa602d60b5df
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": "Does the way subcommands are added affect how help is generated in `active_help.go`?", "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": "27bdb61b8ac1d0d1", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:2704ad38c6f3", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
f84d6693-a27d-468c-b8f9-3f9af838ccdd
f84d6693-a27d-468c-b8f9-3f9af838ccdd
604cf69d-15ed-406f-879b-09d2501626be
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 looking at `tests/test_blueprints.py`. Based on the test cases there, what are the main edge cases covered when testing blueprint-specific routes vs global routes?", "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": "56423ad414b0acf5", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:bd3815801121", "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
f8594507-2f10-4bac-917c-66f8ab04b34d
f8594507-2f10-4bac-917c-66f8ab04b34d
93485b35-eb98-4739-9ee6-589b6d566e89
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": "Find all `TODO` and `FIXME` comments in the `lib/` directory. I want to know how many there are and which files they are in so I can plan my next sprint.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "90e8aaf4209824ad", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:42c02e758bfe", "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
f8594507-2f10-4bac-917c-66f8ab04b34d
f8594507-2f10-4bac-917c-66f8ab04b34d
c8652333-2658-4fd0-9721-7215d4b8f646
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": "For the ones in `lib/thor/runner.rb`, can you show me the surrounding context for each?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep" ], "loaded": [ "grep" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "90e8aaf4209824ad", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:42c02e758bfe", "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
f8594507-2f10-4bac-917c-66f8ab04b34d
f8594507-2f10-4bac-917c-66f8ab04b34d
3a35cc62-4045-4b57-85b8-8e9a7ea5e25f
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": "Create a GitHub issue for each TODO found.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep" ], "loaded": [ "grep" ] }
{ "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": "90e8aaf4209824ad", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:42c02e758bfe", "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
f85ae112-a6c2-4694-8f8e-c10e3b39282a
f85ae112-a6c2-4694-8f8e-c10e3b39282a
01b558db-8329-4fd2-9142-e5e4730c599b
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": "Hey, what changed in the `dry-initializer` library between v2.1.0 and v3.0.0? I'm seeing build failures in CI related to method signatures in my custom thor groups. I know Thor doesn't depend on it directly, but we have a dev dependency and I want to make sure our usage aligns with...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search for dry-initializer v3.0.0 release notes and changes from v2.x", "exact": [], "after": [ "web_search" ], "scores": { "terminal_close": 0, "wait": 0, "scan_compare": 0, "ta...
{ "task_id": "5ab19349fb5540dc", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:faac66c45ade", "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
f87d8b42-a7cd-493b-b20c-b90d7efee077
f87d8b42-a7cd-493b-b20c-b90d7efee077
844e404a-ca25-4856-9d38-59db05ab3f15
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": "What are the differences between the current HEAD and the commit 1c6129e in the okhttp-dnsoverhttps module?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git_diff and git_show tools to compare okhttp-dnsoverhttps module between HEAD and commit 1c6129e", "exact": [ "git_diff", "git_show" ], "after": [ "git_log" ], "s...
{ "task_id": "5990d355d89d58af", "repo": "okhttp", "split": "train", "archetype": "git_history", "prompt_group": "okhttp:6e02ef968883", "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
f87d8b42-a7cd-493b-b20c-b90d7efee077
f87d8b42-a7cd-493b-b20c-b90d7efee077
80b5ed6b-a7c8-401d-ba2c-34c0007f5e07
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the specific files that changed in that comparison.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_log", "git_show", "git_diff", "request_tools", "grep", "list_dir" ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "5990d355d89d58af", "repo": "okhttp", "split": "train", "archetype": "git_history", "prompt_group": "okhttp:6e02ef968883", "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
f8aefdb5-6949-4535-9083-29eb22306a35
f8aefdb5-6949-4535-9083-29eb22306a35
b1ac5d79-2fd4-4973-8655-94a2d92edbeb
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me a summary of commits from today only. I'm doing a standup update and need to know 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 log to list commits from today (2026-09-28)", "exact": [], "after": [ "git_log", "git_status" ], "scores": { "page_snapshot": 0, "extract_archive": 0, ...
{ "task_id": "184ca9a964449224", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:cbcc248481fb", "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
f8cbaab0-3659-4745-baad-bf87b03070e5
f8cbaab0-3659-4745-baad-bf87b03070e5
a16e7a8d-b4b4-4a1b-9891-c38db5ad333a
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to implement a custom shell. What's the minimal interface I need to implement from `lib/thor/shell/basic.rb` to make it compatible with the rest of Thor?", "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": "9f2fa023f1c8abfb", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:74d76b7df39b", "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
4
f8e73607-e097-498f-9618-1396eff54e16
f8e73607-e097-498f-9618-1396eff54e16
72376a67-0871-47f3-b6cd-d0a50f06c397
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check git blame for `gson/src/main/java/com/google/gson/internal/bind/TypeAdapters.java` around line 150.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame for a file with per-line authorship and commit metadata", "exact": [], "after": [], "scores": { "git_show": 1, "task": 0, "survey_repo": 0, "copy": 0, "mkdir": 0, "worker_...
{ "task_id": "c9bdc6b3eb3f7c5d", "repo": "gson", "split": "train", "archetype": "git_history", "prompt_group": "gson:f4a19389ba80", "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
f8f93771-4a90-45e3-8128-f67ee768411b
f8f93771-4a90-45e3-8128-f67ee768411b
0e8cfdf2-0033-43c5-b136-c6f0176889d5
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": "En `axum/src/extract/rejection.rs`, ¿cómo se definen los tipos de error que un extractor puede devolver al usuario?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "44e37ba7abafbb4b", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:4bc4e5335fc5", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
f900901a-9318-48b5-8156-19fa37d7da31
f900901a-9318-48b5-8156-19fa37d7da31
9bcc596f-012c-4d58-9122-fe962feebf0c
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to understand the difference between `c.ShouldBind()` and `c.Bind()`. The docs say one returns an error and one panics, but I want to know which one is actually recommended for production APIs and why. Is it better to handle validation errors explicitly in a middleware?"...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search for documentation on Gin framework c.ShouldBind vs c.Bind behavior and best practices for production APIs", "exact": [], "after": [ "web_search" ], "scores": { "git_restore": 0, "restore_...
{ "task_id": "941a6b3af702542a", "repo": "gin", "split": "train", "archetype": "question", "prompt_group": "gin:6b910070de14", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
f91b3c17-d26b-4707-ab00-faba9236da2a
f91b3c17-d26b-4707-ab00-faba9236da2a
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coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a new error variant to `src/error.rs` for 'permission denied' specifically when scanning directories, and update `src/walk.rs` to use it. Once that's done, commit it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "write and edit Rust source files to add a new error variant and use it", "exact": [ "edit", "write" ], "after": [], "scores": { "process_signal": 0, "survey_repo": 2, "web_search": 0, "git_blame...
{ "task_id": "f044f856e339ea2a", "repo": "fd", "split": "train", "archetype": "commit", "prompt_group": "fd:0ed3455c4f3e", "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
21
f9453919-3bc5-4103-a8ac-6a61dcaf80cf
f9453919-3bc5-4103-a8ac-6a61dcaf80cf
cb12001a-1782-47aa-9d9e-ee7889422144
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": "I'm trying to serve static files. I see there are two examples: `static-file-server` and `low-level-native-tls`. Do I need to implement `tower::Service` manually for static files, or is there a built-in extractor? What's the recommended approach for large files?", "root_count": 1...
{ "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": "2044f85e7212b416", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:a7b9dc0f3f70", "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
f94611fd-cc1a-49de-b9c1-440852f68ac5
f94611fd-cc1a-49de-b9c1-440852f68ac5
b95c8ab9-4d60-4312-a304-fcb121daf7b8
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to trace the origin of the `SuggestForMatches` function. Which file defines it and where is it called 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": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "8b57edd6c97f05e7", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:27d2fe1b6bf7", "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
f9508c4f-2998-4511-9924-36aafdd4f4b5
f9508c4f-2998-4511-9924-36aafdd4f4b5
b3484d24-3a62-4e1c-9f62-6a5bf6284b05
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": "Olá, estou recebendo um erro `UnsupportedProtocol` quando tento conectar em um servidor local. A mensagem diz que o protocolo não é suportado, mas estou usando http://. Alguém sabe se isso está explicado nos FAQs ou na documentação de troubleshooting do httpx? Às vezes parece ser r...
{ "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": "8ad8d964efa045c5", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:b6122c41ff81", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f97c1263-70ea-4d54-9203-22140393da5b
f97c1263-70ea-4d54-9203-22140393da5b
1fbbae2d-f4e8-45b8-9ab9-87fb9bc0dd64
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you perform a quick security audit on the CLI module? Specifically `src/flask/cli.py`. I'm concerned about command injection risks when users pass arguments to the `flask run` command. Also, check `examples/celery/make_celery.py` to ensure we aren't executing user input in the ...
{ "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": "3d6cd6980cf24fa5", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:5fb83eced041", "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
31
f9817276-d448-4b9f-897d-ea3936091e9d
f9817276-d448-4b9f-897d-ea3936091e9d
6e8dbcb0-d45f-4e67-bfb5-f21a94dcf2cb
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing some weird behavior in the fish completion script generation. Can you look at `fish_completions.go` and `fish_completions_test.go`? Specifically, check if the recent commit `61968e8` actually fixed the quoting issue for args containing spaces.", "root_count": 1, "pos...
{ "tools": [ "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git log and git show to inspect commit 61968e8 and surrounding history", "exact": [], "after": [ "git_log", "git_diff" ], "scores": { "measure_page": 0, "restore...
{ "task_id": "d5d6e4f2efde74d4", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:aa10108c5de0", "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
34
f9817276-d448-4b9f-897d-ea3936091e9d
f9817276-d448-4b9f-897d-ea3936091e9d
6d5c0b60-6a12-4968-bf62-bca8c1144d06
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": "If it's still broken, please patch it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_diff", "git_show", "git_log", "request_tools", "read" ], "loaded": [ "git_blame", ...
{ "tools": [ "command", "edit", "git_diff", "git_status", "verify", "write" ], "requests": [ { "need": "write file to edit fish_completions.go and append a test to fish_completions_test.go", "exact": [ "edit", "write" ], "after": [ "write...
{ "task_id": "d5d6e4f2efde74d4", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:aa10108c5de0", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
38
f9817276-d448-4b9f-897d-ea3936091e9d
f9817276-d448-4b9f-897d-ea3936091e9d
acca3afa-96d5-4b99-9c24-826574ad9de1
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": "Update the test case to cover space-containing arguments.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "git_status", "git_diff", "verify", "read", "command",...
{ "tools": [ "command", "edit", "replace_lines", "verify" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": fal...
{ "task_id": "d5d6e4f2efde74d4", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:aa10108c5de0", "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
f998c818-7d20-43cc-8e83-fe14bf03ae0d
f998c818-7d20-43cc-8e83-fe14bf03ae0d
ef103f95-f383-4ff9-ade4-0e20cc0786f6
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": "Looking at src/filter/time.rs, we parse time arguments using chrono. I read somewhere that chrono deprecated some of the string parsing methods in v0.4. Please check the latest chrono documentation for the recommended way to parse custom time formats from command line arguments wit...
{ "tools": [ "command", "web_search" ], "requests": [ { "need": "search the web for chrono rust documentation about deprecated string parsing methods in v0.4 and the recommended way to parse custom time formats", "exact": [], "after": [], "scores": { "secret_generate": ...
{ "task_id": "751c4d0bbeb92c7b", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:be0121f588c7", "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
f9aaf048-4b02-4de4-bab1-a7cfdcd02fff
f9aaf048-4b02-4de4-bab1-a7cfdcd02fff
fe49f4de-56e2-4176-b35c-c6dc877e514f
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "帮我开一个交互式的终端会话,我要进去跑几条测试命令。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open" ], "requests": [ { "need": "a tool to open an interactive terminal session (terminal_open)", "exact": [ "terminal_open" ], "after": [], "scores": { "scan_compare": 0, "process_list": 0, "edit": 0, "stat": 0,...
{ "task_id": "c22fc0a95e224889", "repo": "slim", "split": "train", "archetype": "ops", "prompt_group": "slim:a30ce65de0de", "lang": "zh", "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
f9d26831-51bd-477f-b312-14e7d57f6b07
f9d26831-51bd-477f-b312-14e7d57f6b07
6f3f198c-1663-4545-892b-98da69233d8f
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": "show me the commit 4d5440f and explain what was removed", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show tool to inspect a specific commit", "exact": [ "git_show" ], "after": [], "scores": { "delete": 0, "git_log": 2, "stat": 0, "http_request": 0, "verify": 0, "mk...
{ "task_id": "b07be1d0870b725f", "repo": "okhttp", "split": "train", "archetype": "git_history", "prompt_group": "okhttp:0141ea8d0ec9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
f9e06018-80c0-4aab-b404-71a942f30177
f9e06018-80c0-4aab-b404-71a942f30177
705d4dee-abb7-4477-a150-154005698e8c
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "run the test suite\n\nI just pulled the latest changes and I'm seeing failures in the async client tests. Specifically `tests/client/test_async_client.py::test_streaming_response`. The error output is:\n\n```python\nFAILED tests/client/test_async_client.py::test_streaming_response ...
{ "tools": [], "requests": [ { "need": "Run pytest to reproduce the failure in `tests/client/test_async_client.py::test_streaming_response`. I need the `command` tool.", "exact": [ "command" ], "after": [ "git_status", "git_diff" ], "scores": { ...
{ "task_id": "6c8d87a369547fc0", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:e6d49322139b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
f9ec7501-424c-471b-90a7-8fdc00cf7647
f9ec7501-424c-471b-90a7-8fdc00cf7647
dcb2ef3b-87ab-4d42-b69f-534526f7391d
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": "Switch to the `main` branch and then create a new branch called `fix/sse-line-endings`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches", "git_checkout", "git_status" ], "requests": [ { "need": "Run git checkout to switch to main branch and git checkout -b to create a new branch", "exact": [], "after": [ "git_checkout" ], "scores": { "page_open": 0, "...
{ "task_id": "054c159709748da3", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:d6d4201c71cf", "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
33b05e11-5fcf-433f-97a5-156c5c93d8ed
fa078bbc-1345-46c0-9dd2-0f2c2693aab1
30776bd6-5d04-4bef-a50a-14172399c738
worker
implement
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read lib/thor/command.rb, lib/thor/group.rb, lib/thor/base.rb, and lib/thor/shell/color.rb.", "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": "43fcdf68773e7af1", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:212d9abc8c5d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
a4728072-ec37-4f45-a554-e86151a0f52f
fa078bbc-1345-46c0-9dd2-0f2c2693aab1
446ff3e4-b2ce-4581-af92-f3e9b5a763a6
worker
implement
dc3bf9215aac8877
thor
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": "Implement a class-level `desc` method in `lib/thor/base.rb` that allows providing a description for the next method defined.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "source_history" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-li...
{ "task_id": "43fcdf68773e7af1", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:212d9abc8c5d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
9898463c-2751-4d90-9dc5-5b8133a9653e
fa078bbc-1345-46c0-9dd2-0f2c2693aab1
881bc163-8acd-407a-9fc6-28b1eff74b3c
worker
implement
dc3bf9215aac8877
thor
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": "Update Command#description in lib/thor/command.rb to fallback to the class-level description.", "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": "43fcdf68773e7af1", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:212d9abc8c5d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
5ae7bb9d-8d72-4ef8-848d-358e6af16246
fa078bbc-1345-46c0-9dd2-0f2c2693aab1
4504d228-9012-479e-b640-18104c4f0563
worker
implement
dc3bf9215aac8877
thor
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": "Update Command#description in lib/thor/command.rb to fallback to the class-level description.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "43fcdf68773e7af1", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:212d9abc8c5d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
44
fa73ff3a-8367-4f84-a500-4ea34e07c8fb
fa73ff3a-8367-4f84-a500-4ea34e07c8fb
46dc8f53-0f22-4c0c-99e2-35f66b4877e3
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": "Fix the typo in the help message for `--help` in `active_help.go`. It currently says 'displays active help' instead of 'displays active help messages'.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_status", "source_history" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "investigate-code-history" ], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool...
{ "task_id": "e1ba64aa1fb428cf", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:0ea2760942b6", "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
45
fa73ff3a-8367-4f84-a500-4ea34e07c8fb
fa73ff3a-8367-4f84-a500-4ea34e07c8fb
2a59cb53-72ff-49e8-9a06-b06d43f60044
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": "Make sure `active_help_test.go` still passes after the string change.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "ask_user", "read", "command", "grep", "source_history", "rec...
{ "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": "e1ba64aa1fb428cf", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:0ea2760942b6", "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
fa97d02f-7808-4f84-bf40-7aaf4db76b06
fa97d02f-7808-4f84-bf40-7aaf4db76b06
1ae5dbd4-d10b-4920-8404-3fc19d8e2e8e
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 noticed we are using an older version of a library in the metrics module. Look at metrics/pom.xml and tell me what the latest stable version is for the dependencies listed there.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investig...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to find latest versions of maven dependencies", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "secret_list": 0...
{ "task_id": "53fe273553c80bbf", "repo": "gson", "split": "train", "archetype": "dependencies", "prompt_group": "gson:cd949ba47c4e", "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
17
fa9b7da9-f609-4710-9dab-1829e0d741e7
fa9b7da9-f609-4710-9dab-1829e0d741e7
fc99f105-8ed2-4df5-9ecd-bf134144d28e
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": "Onde está definido o formato do `ServerSentEvent`? Olha no módulo `okhttp-sse`.", "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": "ba860779e5a18207", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:14495fef7657", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
fa9fed74-2891-4522-b700-3225cb49bfb6
fa9fed74-2891-4522-b700-3225cb49bfb6
89c87ad6-4e49-4b0a-962a-4393ac8bc01b
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": "Quais foram as mudanças feitas no `axum-extra` entre o commit `715e9a8` e o `b8b30afb`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_branches", "git_diff", "git_log", "git_ref", "git_status", "web_search" ], "requests": [ { "need": "run git commands like git log and git diff to see changes between commits", "exact": [ "diff" ], "after": [ "git_...
{ "task_id": "85207af73d82bc67", "repo": "axum", "split": "train", "archetype": "git_history", "prompt_group": "axum:54679d416088", "lang": "pt", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
fab497ff-c4d5-4761-b2ed-abfc4da4c1b6
fab497ff-c4d5-4761-b2ed-abfc4da4c1b6
b7d35d97-8a27-4487-84b9-3d63239b4a52
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": "Create a high-level architectural diagram in Markdown format (using Mermaid) for the README. I want to show how a request flows through Slim: from the ServerRequestCreator, through the Middleware stack (like RoutingMiddleware and ErrorMiddleware), to the Dispatcher, and finally to ...
{ "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": "33da55c9f1e9c3c2", "repo": "slim", "split": "train", "archetype": "docs", "prompt_group": "slim:1cb739ca6701", "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
fadb4092-ea00-4d66-b814-76ab80a68116
fadb4092-ea00-4d66-b814-76ab80a68116
06d98324-902f-47ac-af65-f152e76f0871
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": "In `Slim/CallableResolver.php`, when resolving a callable like `UserController::index($request, $response, $args)`, it seems we are decoding route arguments twice in some cases.\n\nCommit `417c189` says \"Stop decoding route arguments twice\". Make sure that `resolve()` and the str...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "0e4c13563a54dff2", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:d884f6b7b6bb", "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
fb5cef50-064f-43b5-815e-8601a6bccb9b
fb5cef50-064f-43b5-815e-8601a6bccb9b
c688c4dd-ec8e-4e3d-a6c4-25727cc7a4c9
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": "where's the timeout config?", "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": "2a8b2c27d4d92dde", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:a8e19cb502c2", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
fb7a885b-eb85-4b69-81ed-770a5f03c061
fb7a885b-eb85-4b69-81ed-770a5f03c061
c4760715-6ec1-4113-9fc6-0b71ab7510c8
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 build is failing with a compilation error in `okhttp/src/jvmTest/kotlin/okhttp3/DispatcherTest.kt`. Can you check the error output and fix the issue? It seems like a type mismatch in the new mock setup.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "sur...
{ "tools": [ "command", "command_output", "edit", "git_log", "git_status", "replace_lines", "wait", "write" ], "requests": [ { "need": "Run a gradle build command to see the compilation error", "exact": [ "command" ], "after": [ "edit", ...
{ "task_id": "d378f3311ad4cb2f", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:4339426327e8", "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
20
fb7a885b-eb85-4b69-81ed-770a5f03c061
fb7a885b-eb85-4b69-81ed-770a5f03c061
f806975a-831a-487b-a412-7d947b552326
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": "Which specific line is causing the compilation failure?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "git_status", "grep", "list_dir", "wait", "c...
{ "tools": [ "command", "command_output", "wait" ], "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, "nativ...
{ "task_id": "d378f3311ad4cb2f", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:4339426327e8", "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
fba1e780-4ae5-4b76-b54c-9ca9710b4aeb
fba1e780-4ae5-4b76-b54c-9ca9710b4aeb
e5e87113-f246-4dce-a19c-2cc0aa22b10d
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 looking at `lib/cancel/CancelToken.js`. How does the cancellation mechanism actually trigger the rejection in a pending request?", "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": "645ea25587fea8b2", "repo": "axios", "split": "train", "archetype": "explain_code", "prompt_group": "axios:6b68d656df49", "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
fbdcaadc-00e6-4e23-b26f-57b5d5aa2b04
fbdcaadc-00e6-4e23-b26f-57b5d5aa2b04
2b65a984-7129-40f0-a25a-62d9aa53d54e
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Oi, o `mergeConfig` em `lib/core/mergeConfig.js` não está mesclando corretamente headers customizados quando usamos instâncias. Se eu configuro um header no `defaults` e outro no método, o cabeçalho customizado do método some. Alguém pode dar uma olhada?", "root_count": 1, "pos...
{ "tools": [], "requests": [ { "need": "write a file to the filesystem", "exact": [ "write" ], "after": [ "command" ], "scores": { "web_search": 0, "git_blame": 0, "chmod": 0, "git_checkout": 0, "restore_version": 0, ...
{ "task_id": "4d0ec59e5c501ee5", "repo": "axios", "split": "train", "archetype": "bugfix", "prompt_group": "axios:d2cd1c317c1a", "lang": "pt", "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
17
fbe9fc22-1147-4d7e-a82f-7de3eb544cb2
fbe9fc22-1147-4d7e-a82f-7de3eb544cb2
6cc053b8-a5f5-4093-b462-34fc314244a1
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify the HTTP/2 push promise handling. Run the `Http2Test.kt` in `okhttp/src/jvmTest`. Specifically, look at how `PushObserver.kt` is implemented. I want to make sure we aren't leaking resources if a push promise is rejected early.", "root_count": 1, "posture": "bui...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "design-and-debug-tests", "trace-a-system-invariant" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": tr...
{ "task_id": "37f6be0de2f461b4", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:4b84a6596877", "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
fbef2092-7e9e-4106-bbcc-8002d5ae32d2
fbef2092-7e9e-4106-bbcc-8002d5ae32d2
dbdf6946-2755-4163-a632-a64b8c1065bc
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": "run scripts/lint", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_open" ], "requests": [ { "need": "execute a shell command or pipeline", "exact": [ "command" ], "after": [ "command" ], "scores": { "mkdir": 0, "stat": 0, "scan_compare": 0, "git_merge...
{ "task_id": "3b5265445d5f150e", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:7d3c17903bf8", "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
1
fbf04fa5-d735-403d-940d-82cd1e2bf330
fbf04fa5-d735-403d-940d-82cd1e2bf330
ba2dba43-8caa-46a2-8079-2f773ba17e9f
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Please fix the linting errors in lib/express.js and lib/application.js. The CI is failing and I need this unblocked.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_stop", "edit", "replace_lines" ], "requests": [ { "need": "command execution to run ESLint on the lib directory", "exact": [ "command" ], "after": [ "command", "command_stop", "edit", "replace_line...
{ "task_id": "bc0fde6a4e78d7eb", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:07442ff77f7d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
fc126398-2008-41d7-8191-07c2377c5385
fc126398-2008-41d7-8191-07c2377c5385
8e22da0d-2c91-49c9-bf40-a581ab6bbc5e
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "最近提交里看到清理了一些容器测试,请检查 `.gitignore` 文件,看看有没有 `build/`, `out/` 或者 `*.class` 相关的规则已经被忽略了。如果没有,加上去。另外,把 `ide/` 文件夹也加进去。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "write" ], "requests": [ { "need": "write a file", "exact": [ "write" ], "after": [], "scores": { "scan_summary": 0, "edit": 4, "secret_generate": 0, "copy": 1, "survey_repo": 1, "page_open": 0, "htt...
{ "task_id": "821f426bfa4de0c0", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:c0aff953f2a0", "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
13
fc1b3776-cd27-47f2-822f-ba0c275975fa
fc1b3776-cd27-47f2-822f-ba0c275975fa
e12cce92-5c42-436a-a9e5-e358060233f2
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been hacking away at `src/filter/size.rs` and `src/filter/time.rs`. Can you look at my uncommitted changes, split them into two separate commits—one for size filter improvements and one for time filter fixes—and then push them to a new branch called `feature/filter-updates`?",...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "run git commands to inspect uncommitted changes and create commits and push to a new branch", "exact": [], "after": [ "git_status", "git_diff" ], "scores": { "worker_c...
{ "task_id": "3754c807fff4f0e4", "repo": "fd", "split": "train", "archetype": "commit", "prompt_group": "fd:d281fbaa3b95", "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
fc1b3776-cd27-47f2-822f-ba0c275975fa
fc1b3776-cd27-47f2-822f-ba0c275975fa
b951bd3f-59b4-425a-8a2a-3b1370bcb164
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": "Write a detailed commit message for the size filter commit including a brief description of the logic change.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_status", "list_dir", "git_di...
{ "tools": [ "git_log" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native...
{ "task_id": "3754c807fff4f0e4", "repo": "fd", "split": "train", "archetype": "commit", "prompt_group": "fd:d281fbaa3b95", "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
fc4df6a1-5f30-4752-9e64-b07c53e763f4
fc4df6a1-5f30-4752-9e64-b07c53e763f4
3a08c7cf-6b58-4fa4-937e-90698b55edc9
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check the `body-parser` repository issues or docs. We just bumped `body-parser` to ^2.3.0 to fix CVE-2026-12590. I have no idea what that CVE actually means. Is it a DoS vector? A prototype pollution? Can you give me a summary of the vulnerability so I can explain it to the team du...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research CVE-2026-12590 in body-parser", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "delete": 0, ...
{ "task_id": "c5a325557b399ec8", "repo": "express", "split": "train", "archetype": "docs_online", "prompt_group": "express:a18afa7c8312", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
fc72bc57-42d5-4a19-a227-80795677fd9e
fc72bc57-42d5-4a19-a227-80795677fd9e
38aa1271-1d84-4c2f-99a5-65feac983f62
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": "Könntest du mir den Inhalt von `httpx/_models.py` erklären? Mich interessiert besonders, wie die Response-Modelle definiert sind.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "d13bf6ce01b9fc7c", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:54b770ea51d6", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
fc75b46f-8941-4028-875c-6c7500cbd065
fc75b46f-8941-4028-875c-6c7500cbd065
1f69ed16-67bb-4815-9807-c25068ecdd78
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": "Add type hints to `src/requests/cookies.py`. Specifically, `CookieManager` and the `RequestsCookieJar` class methods need proper annotations for Pyright. The current annotations are too loose.", "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": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "f7ff8ca8e421402d", "repo": "requests", "split": "train", "archetype": "run_and_verify", "prompt_group": "requests:9c57440a309d", "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
fc7f2ccf-7573-49db-b9de-140b99c0ee18
fc7f2ccf-7573-49db-b9de-140b99c0ee18
45f3fcdb-52e3-449a-8bab-44951025ae08
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": "I think we have some build artifacts cluttering up the repo structure. Please check what's currently tracked by git that shouldn't be, specifically looking for `target/`, `*.pyc`, or `node_modules/` directories that might have been accidentally committed. Also, check `.gitignore` t...
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands to interact with the git repository and filesystem", "exact": [], "after": [], "scores": { "view_video": 0, "wc": 2, "replace_lines": 2, "git_commit": 2, "edit": 2, ...
{ "task_id": "cd3cd10d1f9ac908", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:ebbd8b683a35", "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
fc7f2ccf-7573-49db-b9de-140b99c0ee18
fc7f2ccf-7573-49db-b9de-140b99c0ee18
e374caa6-4880-46b5-9302-8d5ebe041a2e
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": "If you see any generated documentation files in `axum/src/docs` that look like build outputs, let me know.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "command", "find", "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "cd3cd10d1f9ac908", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:ebbd8b683a35", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
fc920986-baf1-4a08-8b02-a5faf4e33eaf
fc920986-baf1-4a08-8b02-a5faf4e33eaf
ffb5cbc8-55b0-4374-8d3f-624f94bd2d29
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": "Hey, just saw commit bc8d491 \"feat: add InnerPath extractor\". Does the official Tokio rustls GitHub repo have any recent open issues or CVEs related to certificate validation in the last 30 days? Just need a quick sanity check before we bump our TLS dependencies in `examples/low-...
{ "tools": [ "fetch_url", "jq", "web_search" ], "requests": [ { "need": "web_search and fetch_url to search for recent rustls CVEs and GitHub issues about certificate validation in the last 30 days", "exact": [ "fetch_url", "web_search" ], "after": [ ...
{ "task_id": "1c7a0912c05c1961", "repo": "axum", "split": "train", "archetype": "web", "prompt_group": "axum:7aa0b42f53c7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
fcb04fa8-30a4-4904-ad59-ed806753e8d0
fcb04fa8-30a4-4904-ad59-ed806753e8d0
c9de1fd1-3208-4e2b-b203-774f714a3f11
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": "En `active_help.go`, cambia el mensaje de error cuando no se encuentra un comando para que sea un poco más descriptivo y amigable para el usuario.", "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": "c3b7948504f733b7", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:571501b1d440", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
fcd5b0cb-6c02-4da9-817f-1a26b18a22b1
fcc3ecbf-1d97-4268-9e9a-13ac2cae0b5e
fd65a1f7-2a71-4834-a41c-bc184101aaa8
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": "Search the tests/ directory for hardcoded secrets (passwords, AWS access keys, private keys, API tokens).", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true...
{ "task_id": "21446e269e789282", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:742af9acd1cc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }