schema
stringclasses
1 value
receipt
int64
1
48
session
stringlengths
36
36
root_session
stringlengths
36
36
opening_message_id
stringlengths
36
36
host
stringclasses
2 values
surface
stringclasses
6 values
catalog_revision
stringclasses
1 value
project
stringclasses
13 values
model
stringclasses
2 values
partial
bool
2 classes
lang
stringclasses
2 values
engine
dict
offered
dict
state
unknown
labels
unknown
meta
unknown
judge
dict
pw-decide-row/1
18
809c1f23-3a1d-40e8-b4e7-db69cb7b621b
809c1f23-3a1d-40e8-b4e7-db69cb7b621b
92ecec52-a02a-483d-9cb3-480a483b12e8
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 if there are any node processes running in the background that might be conflicting with the test suite", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "process_list schema to inspect running processes", "exact": [ "process_list" ], "after": [ "command" ], "scores": { "write": 0, "git_checkout": 0, "move": 0, ...
{ "task_id": "628c4ac958f99658", "repo": "express", "split": "train", "archetype": "ops", "prompt_group": "express:8d913084b887", "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
80a2f324-a571-4bcc-b682-287a3a0d124a
80a2f324-a571-4bcc-b682-287a3a0d124a
11a62261-49bc-4c47-9e5e-1573ac878dd4
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 seeing a deprecation warning in `axum-extra/src/extract/json_deserializer.rs`. Can you check the serde_json documentation for the latest `from_reader` vs `from_bytes` performance characteristics? We're using `from_reader` in the custom extractor in `examples/customize-extractor...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search to look up serde_json from_reader vs from_bytes documentation", "exact": [ "web_search" ], "after": [ "fetch_url" ], "scores": { "git_ref": 0, "command_stop...
{ "task_id": "23519cc6fcc26982", "repo": "axum", "split": "train", "archetype": "docs_online", "prompt_group": "axum:e0b550fd1ca9", "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
80a2f324-a571-4bcc-b682-287a3a0d124a
80a2f324-a571-4bcc-b682-287a3a0d124a
b350d110-4466-4e43-a46d-510d42237ab0
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": "Refactor `axum-extra/src/extract/json_deserializer.rs` to use `from_slice` if it's more efficient.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "fetch_url", "web_search...
{ "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": "23519cc6fcc26982", "repo": "axum", "split": "train", "archetype": "docs_online", "prompt_group": "axum:e0b550fd1ca9", "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
80a2f324-a571-4bcc-b682-287a3a0d124a
80a2f324-a571-4bcc-b682-287a3a0d124a
1389b2a1-09c7-4895-848f-ffe91e534202
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": "Check if this change impacts the `JsonDeserializer` trait interface.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "fetch_url", "web_search", "request_tools", "l...
{ "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": "23519cc6fcc26982", "repo": "axum", "split": "train", "archetype": "docs_online", "prompt_group": "axum:e0b550fd1ca9", "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
80aa3380-ee04-4993-a9f2-22e451dc80e9
80aa3380-ee04-4993-a9f2-22e451dc80e9
627ae1bb-ab45-4227-a84b-158b02d18941
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": "`JsonNullTest` is failing on my local environment (JDK 21) but passing on CI (JDK 17). The error is:\n\n```java\njava.lang.IllegalStateException: JsonNull cannot be compared directly\n```\n\nIt seems like the equality check in `JsonNull` is calling `toString()` which might be diffe...
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run a shell command to execute Maven test and capture output", "exact": [ "command" ], "after": [], "scores": { "git_branches": 0, "scan_list": 0, "command_out...
{ "task_id": "4af1cf0993670bac", "repo": "gson", "split": "train", "archetype": "bugfix", "prompt_group": "gson:c56629720b25", "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
80ab2627-1ae4-49cc-8adf-031b08dd861d
80ab2627-1ae4-49cc-8adf-031b08dd861d
83d779f7-9261-49fe-a7d6-a82d39e193d8
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the most recent commit message and the full diff for the change that addressed the 'intermittent-text-failure' branch.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_branches", "git_log", "git_show" ], "requests": [ { "need": "git branches and git log", "exact": [], "after": [ "git_log", "command" ], "scores": { "command_stop": 0, "terminal_close": 0, "write"...
{ "task_id": "97ea31149bdf8cdd", "repo": "slim", "split": "train", "archetype": "git_history", "prompt_group": "slim:88472be06997", "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
80ac54b9-d71c-409c-890f-e382310aa13c
80ac54b9-d71c-409c-890f-e382310aa13c
d8f5bf14-76e5-4913-802f-db6182b4b8a8
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Refactor `lib/core/methodList.js` to use a frozen object instead of a regular object for better performance and immutability.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "write" ], "requests": [ { "need": "Apply file edits to refactor methodList.js from array to frozen object, and update consumers in Axios.js and defaults/index.js", "exact": [], "after": [ "command" ], "scores": { "fetch...
{ "task_id": "4de7fb817d1103a2", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:02bbe904c5ba", "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
80bcdd1d-1869-4569-8a69-ca32f79823a5
80bcdd1d-1869-4569-8a69-ca32f79823a5
8ce55194-32fc-4386-894f-813fd2133bf9
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 .gitignore file looks a bit messy lately. Can you scan it and identify any lines that might be too broad or conflicting with the other ignore rules? Also, please check if `ext/*.ai` and `src/requests/py.typed` are accounted for correctly.", "root_count": 1, "posture": "buil...
{ "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": "b42521101b40d28c", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:b52d3d6cc8cc", "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
80e31948-db2b-4a6a-88ad-ea0f59750005
80e31948-db2b-4a6a-88ad-ea0f59750005
d3b9c81a-ca8b-41d8-832a-d1cb4f5baadb
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": "Como é estruturado o cabeçalho `User-Agent`? Quero ver onde a string é montada e quais módulos contribuem para ela.", "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": "87e3841a8aefba9d", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:c48814a4f74a", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
80edda35-7f32-452e-a6e0-a15b0b6675b7
80edda35-7f32-452e-a6e0-a15b0b6675b7
4487337b-34fb-40fe-a904-8b188aa4b8b2
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Run a secret detection scan on the git history. I suspect we accidentally committed an AWS key to `sandbox/server.js` or `tests/setup/server.js` a few months ago. Even if it's been deleted, I need to know if the key is still in the history.", "root_count": 1, "posture": "build"...
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "Run git log, git show, git grep to search git history for AWS keys in sandbox/server.js and tests/setup/server.js", "exact": [], "after": [ "git_log" ], "scores": { "diff": 0, "verify": ...
{ "task_id": "449a4be488ff10cd", "repo": "axios", "split": "train", "archetype": "security", "prompt_group": "axios:39fe2fa0b517", "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
80f57948-2653-423f-a867-ef9a05deffc2
80f57948-2653-423f-a867-ef9a05deffc2
c4c4ff93-a33d-4025-bc42-05d73a52c812
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": "¿Cómo funciona el extractor `Json` que se encuentra en `axum/src/json.rs`? Me interesa saber cómo maneja la deserialización del cuerpo de la petición.", "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": "ed3994dfa8e571ae", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:93854dc5f94b", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
81083d10-442e-42ba-a848-2fc67153478b
81083d10-442e-42ba-a848-2fc67153478b
64b53022-c824-43d2-8f27-8b57448259df
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm working on a fix for `JsonStreamParser.java` but I'm not sure if I've covered all the edge cases. Can you check if there are any existing tests in `gson/src/test/java/com/google/gson/stream/` that I should be looking at for reference?", "root_count": 1, "posture": "build", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "b3d700bceb008f26", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:4836a0e3b666", "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
37
812fbd45-04ab-4ad0-bf97-3665d484f23f
812fbd45-04ab-4ad0-bf97-3665d484f23f
00e158a2-2629-4d74-9091-12cda8ec1fa9
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": "Find me the code responsible for serializing Java 8+ Date/Time types (like Instant, LocalDate). Which files are involved?", "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": "ad706bb90a033ce7", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:cb829b6c5846", "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
812fbd45-04ab-4ad0-bf97-3665d484f23f
812fbd45-04ab-4ad0-bf97-3665d484f23f
0656691b-a073-4adb-9d2f-f2fc174dbcce
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": "Are there any tests for `Instant` serialization specifically?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir" ], "loaded": [ "grep", "list_dir", "re...
{ "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": "ad706bb90a033ce7", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:cb829b6c5846", "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
39
812fbd45-04ab-4ad0-bf97-3665d484f23f
812fbd45-04ab-4ad0-bf97-3665d484f23f
46a87ec6-610d-4252-9f6d-a5f3d7d420b4
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": "Does this support custom formatting or is it fixed ISO-8601?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "rea...
{ "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": "ad706bb90a033ce7", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:cb829b6c5846", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
8134ab05-e2d7-49dd-9b2a-0bba51298dbb
8134ab05-e2d7-49dd-9b2a-0bba51298dbb
f2af0889-dc41-4222-9fcf-cc0945613df2
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to run the smoke tests in the ESM directory but it seems like the local server isn't responding. Can you check if there are any active processes running on the default test ports and kill them if they are?", "root_count": 1, "posture": "build", "workers_in_flight":...
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "run shell commands like lsof, ss, or kill", "exact": [], "after": [ "process_list" ], "scores": { "git_commit": 0, "wait": 2, "edit": 0, "chown": 0, "jq": 0,...
{ "task_id": "3be35d2114040880", "repo": "axios", "split": "train", "archetype": "ops", "prompt_group": "axios:3da6b47bfdd7", "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
8134ab05-e2d7-49dd-9b2a-0bba51298dbb
8134ab05-e2d7-49dd-9b2a-0bba51298dbb
de6b8179-a952-42be-9ed8-1cfec18f2b66
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": "Show me the output of the process check.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "grep", "read", "process_list", "request_tools", "list_dir", "find" ], ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "3be35d2114040880", "repo": "axios", "split": "train", "archetype": "ops", "prompt_group": "axios:3da6b47bfdd7", "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
8134ab05-e2d7-49dd-9b2a-0bba51298dbb
8134ab05-e2d7-49dd-9b2a-0bba51298dbb
4af41d47-a7f3-4acd-9f8b-482d4ceb010c
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": "Try running the tests again after clearing those ports.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "grep", "read", "process_list", "request_tools", "list_dir", ...
{ "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": "3be35d2114040880", "repo": "axios", "split": "train", "archetype": "ops", "prompt_group": "axios:3da6b47bfdd7", "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
81468014-53c5-4319-8451-7150bec6ccde
81468014-53c5-4319-8451-7150bec6ccde
0bbf0607-4d54-422f-95f4-1012797a79a4
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": "Remove the `lib/thor/rake_compat.rb` file as we no longer need Rake compatibility support.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete" ], "requests": [ { "need": "a tool to delete files", "exact": [ "delete" ], "after": [], "scores": { "pack_board": 0, "scan_summary": 0, "command_stop": 0, "view_video": 0, "scan_list": 0, "git_stat...
{ "task_id": "a9361bfd443d8496", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:fed653d987ee", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
81468014-53c5-4319-8451-7150bec6ccde
81468014-53c5-4319-8451-7150bec6ccde
8cff9003-9d1c-465c-be4a-315573450325
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if any other files are still requiring rake_compat.rb before deleting it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "delete", "request_tools", "find" ], ...
{ "tools": [ "delete", "edit", "replace_lines", "write" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": fals...
{ "task_id": "a9361bfd443d8496", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:fed653d987ee", "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
814ca32f-e982-42f1-9a20-9824f74dcce2
814ca32f-e982-42f1-9a20-9824f74dcce2
3b7c0d74-f7e3-4cec-9b33-64f02289fcc0
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": "Kannst du mir einen Screenshot von der neuesten Release-Seite auf GitHub für `fd` machen? Ich will schnell sehen, welche neuen Features oder Breaking Changes in der neuesten Version gelistet sind, ohne die Seite manuell zu öffnen.", "root_count": 1, "posture": "build", "worke...
{ "tools": [ "fetch_url", "page_open", "web_search" ], "requests": [ { "need": "search the web for the fd GitHub repository and open its release page to take a screenshot", "exact": [], "after": [ "page_open" ], "scores": { "secret_list": 0, "e...
{ "task_id": "9a9b17336c9d9384", "repo": "fd", "split": "train", "archetype": "web", "prompt_group": "fd:8f1c7d9c7dcb", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
816b3a03-0efa-4f8a-976e-fd753f89cb41
816b3a03-0efa-4f8a-976e-fd753f89cb41
adb49962-9e0d-49db-b8d6-447a3c9b1669
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": "Welche Version von `okio` ist die aktuell veröffentlichte und supported? In `fuzzing/fuzzingserver-config.json` und `gradle/libs.versions.toml` sehe ich verschiedene Referenzen.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "nati...
{ "task_id": "e4949341811a2622", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:3eb72db7efce", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
8190c3ed-3480-435d-be67-2233053e18d4
8190c3ed-3480-435d-be67-2233053e18d4
12164f1d-20e9-43c9-a440-7187a18e9316
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": "Why is `Slim/Handlers/ErrorHandler` sending a Content-Type header on every request even when I call `forceContentType(null)`?\n\nIt seems like the content type negotiation isn't resetting properly between requests. I want it to fall back to negotiation if I explicitly clear it. Che...
{ "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": "31bec19fa8cd32ea", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:9a7a7dd191bf", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
81914515-5949-4a9a-80f3-b59222562cfe
81914515-5949-4a9a-80f3-b59222562cfe
98f15736-4719-4a04-a170-4089ab01afe1
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": "Peux-tu analyser `Slim\\Exception\\HttpException.php` ? Je veux savoir comment on définit le code de statut HTTP spécifique pour chaque exception.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "30dcfc9cc5401a99", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:3d2c60421cfb", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
81914515-5949-4a9a-80f3-b59222562cfe
81914515-5949-4a9a-80f3-b59222562cfe
99a0b216-a7ff-4a23-90dc-a56cc5b29adc
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": "Est-ce que `HttpNotFoundException` étend bien cette classe ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "summarize", "find" ], "loaded": [ "find", "grep", "summar...
{ "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": "30dcfc9cc5401a99", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:3d2c60421cfb", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
81914515-5949-4a9a-80f3-b59222562cfe
81914515-5949-4a9a-80f3-b59222562cfe
5ac35417-6b09-49c0-87a2-01143c72f9ff
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Comment l'erreur est renvoyée au client via le renderer ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find", "grep" ], "loaded": [ "find", "grep", "summarize...
{ "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": "30dcfc9cc5401a99", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:3d2c60421cfb", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
819bb7e1-bf77-411f-b8fc-2d0325f751ac
819bb7e1-bf77-411f-b8fc-2d0325f751ac
5206a729-ffa2-4a63-98d7-a43fb3cf4670
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a new section to PRE_RELEASE_CHANGELOG.md detailing the fixes for the HTTP adapter errors and the methodList updates mentioned in commit e6824ee.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "command to run git commands, and write to edit PRE_RELEASE_CHANGELOG.md", "exact": [ "command", "edit", "write" ], "after": [ "git_show", ...
{ "task_id": "a683462ff8a2c9ac", "repo": "axios", "split": "train", "archetype": "docs", "prompt_group": "axios:29a9eeb6d711", "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
819f4ff1-c38f-4899-8f70-456efcc070b6
819f4ff1-c38f-4899-8f70-456efcc070b6
75afa6bc-5f22-4774-80bc-565d78572bfb
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Rename `minUsagePadding` to `defaultMinUsagePadding` in `command.go` and update all references.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit a file by replacing a specific string with another string", "exact": [ "edit" ], "after": [], "scores": { "extract_archive": 0, "git_ref": 0, "task": 0, "http_request": 0, "gi...
{ "task_id": "0ea22a918ee559c2", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:963fd630f09a", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
819f4ff1-c38f-4899-8f70-456efcc070b6
819f4ff1-c38f-4899-8f70-456efcc070b6
dac68160-e119-4d6d-bb23-c872a962a325
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if any tests in `command_test.go` need updating due to this change.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "grep", "read", "edit", "request_tools", ...
{ "tools": [ "command" ], "requests": [ { "need": "run a shell command like go test to verify the changes", "exact": [ "command", "verify" ], "after": [], "scores": { "stat": 0, "mkdir": 0, "git_diff": 0, "git_branches": 0, ...
{ "task_id": "0ea22a918ee559c2", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:963fd630f09a", "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
8233f9ed-63d2-4726-9bff-472b542ff645
8233f9ed-63d2-4726-9bff-472b542ff645
bed39827-4ca5-462f-b326-8d9028d89df4
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "帮我生成一个用于本地开发测试的随机 API 令牌,至少 32 位字符,包含字母和数字。", "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": "84afa0187d23b7db", "repo": "slim", "split": "train", "archetype": "ops", "prompt_group": "slim:a8ad79c74797", "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
8
824927f3-5a48-499b-90ba-28a8a4d53e99
824927f3-5a48-499b-90ba-28a8a4d53e99
a8d8ef6f-a597-4894-aae6-800b54bb770f
coordinator
implement_investigate
dc3bf9215aac8877
thor
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": "Fix the encoding error mentioned in commit 2e2b684. It looks like `lib/thor/actions/directory.rb` is hitting an encoding issue when dealing with non-UTF8 filenames on some systems. Please review the `copy_entry` method and ensure `Encoding.default_external` is handled correctly.", ...
{ "tools": [], "requests": [ { "need": "edit or replace_lines or write to fix encoding bug in directory.rb", "exact": [ "edit", "replace_lines", "write" ], "after": [ "command" ], "scores": { "terminal_read": 0, "wc": 1, ...
{ "task_id": "1792113922a0c856", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:36bf27a9f5c0", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
826531f3-dcf6-4d88-9224-810354f8408b
826531f3-dcf6-4d88-9224-810354f8408b
98552cc0-ecb6-4a08-beb2-00176cd9628a
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": "Fix the linting errors caught by `cargo fmt` and `cargo clippy`.\n\nOutput:\n```\nerror: this line exceeds the 100 character limit`\n```\n\nJust fix it, don't ask me for permission.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investi...
{ "tools": [], "requests": [ { "need": "run cargo fmt and cargo clippy to find linting errors, and read/fix files", "exact": [], "after": [ "terminal_open", "edit" ], "scores": { "terminal_send": 0, "render_view": 0, "git_compare": 0, ...
{ "task_id": "9bbe201846e6428d", "repo": "fd", "split": "train", "archetype": "run_and_verify", "prompt_group": "fd:7ea6cae9e8e8", "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
13
82760834-dde6-4674-b578-9d276c59f49f
82760834-dde6-4674-b578-9d276c59f49f
70923f80-82ab-4a52-a5d4-4ed8d02f60bf
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I noticed `Slim/Exception/HttpNotFoundException.php` might be missing a custom description field. Can you add a `$description` property to it and update the constructor?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "verify", "write" ], "requests": [ { "need": "write tool to replace an entire file on disk", "exact": [ "write" ], "after": [ "command" ], "scores": { "stat": 1, "code_rewrite": 1, "work...
{ "task_id": "53f4d9ee4ea6c483", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:1f49c0d4a52d", "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
82a42b51-d517-4685-a05e-15669de487fb
82a42b51-d517-4685-a05e-15669de487fb
9db297e1-7161-4d05-bea9-1805fcf7e5f5
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": "Start the local test server in the background. I need to write some integration tests that rely on the specific SSL certificate configurations in `tests/certs/valid/`. Run `pytest tests/test_testserver.py -k test_start_stop` first to make sure the test server infrastructure is work...
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run pytest tests/test_testserver.py -k test_start_stop", "exact": [ "command" ], "after": [], "scores": { "worker_cancel": 0, "git_merge": 0, "answer_decision": 0, "git_...
{ "task_id": "1d0602afef0b014f", "repo": "requests", "split": "train", "archetype": "run_and_verify", "prompt_group": "requests:1ac52e65a527", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
82e4f0e0-eade-4b0c-9ae4-de8c03f12474
82e4f0e0-eade-4b0c-9ae4-de8c03f12474
dd20760c-86a8-40e7-8369-1f0cd38ce2f4
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": "Where is the `HttpNotFoundHttpException` class actually defined? I need to see the full namespace and class structure.", "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": "e857cf24e3fd8548", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:47f9aadb4272", "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
82ff953b-721c-4f3b-beb2-6dcc024da3b9
82ff953b-721c-4f3b-beb2-6dcc024da3b9
99ed69f9-9380-4e48-a348-4e68bf762c40
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "where is the rejection type for the Json extractor defined? I need to understand why my custom serialization error isn't being handled correctly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "8d2ce42e5650ea4c", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:af74246a0597", "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
830bcad1-953b-407b-929b-c6757ff6f8a1
830bcad1-953b-407b-929b-c6757ff6f8a1
7bbe7701-36e2-424a-8221-5a903bd4c5a0
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I noticed the library uses 'anyio' for concurrency. How does this affect my ability to use the client in a standard threaded environment versus an async event loop? Do I need to change my import structure?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surf...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "3e1ff4bbd6defa66", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:f68d4610a9ae", "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
830bcad1-953b-407b-929b-c6757ff6f8a1
830bcad1-953b-407b-929b-c6757ff6f8a1
f9ca8060-20fe-4a2a-aa7b-c777dd9ce689
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": "Is the sync client thread-safe?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize" ], "loaded": [ "grep", "read", "summarize" ] }
{ "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": "3e1ff4bbd6defa66", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:f68d4610a9ae", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
830bcad1-953b-407b-929b-c6757ff6f8a1
830bcad1-953b-407b-929b-c6757ff6f8a1
3f3346de-8f11-4ea7-9f2d-052b2969597c
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": "Are there any known issues with mixing sync and async clients in the same process?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize" ], "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": "3e1ff4bbd6defa66", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:f68d4610a9ae", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
83502c3f-042c-477b-a32c-430ff69db3b0
83502c3f-042c-477b-a32c-430ff69db3b0
4eaeac1a-fbcd-4f18-8c7a-a6fd1e43e9cc
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": "Find the definition of the `req.ip` getter. I need to know if it respects proxy headers or if it bypasses them, and which config flag controls that behavior.", "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": "55e39a2b9ae0dbbe", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:cfe7606867f7", "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
8361a5a9-399a-48e6-a3bb-da14104fa14b
8361a5a9-399a-48e6-a3bb-da14104fa14b
3d130220-00bc-4d90-b028-2674662db642
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
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": "開発者向けドキュメントとして、`lib/application.js`の初期化フローについての解説セクションを新しく作成して。どの順番で設定が読み込まれるのかを詳しく書きたい。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "create a directory and write a file", "exact": [ "write" ], "after": [], "scores": { "mkdir": 4, "git_show": 0, "move": 0, "jq": 0, "pack_board": 0, "stat": 1, "delete": 0, ...
{ "task_id": "92fcef72d5237639", "repo": "express", "split": "train", "archetype": "docs", "prompt_group": "express:f9106fd68aa9", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f069aa89-af12-402f-b3fc-912cedab639a
837cafe3-6ce6-496b-9df5-f642ac4b2153
2ded8b5b-602c-4970-87a2-6f28b7e1577c
worker
implement
dc3bf9215aac8877
fd
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 for the test case `test_exec_with_separator` in the repository and report its location.", "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": "1be7943a3b9118ba", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:18cd7ade11c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_request_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
9a8d1c77-8b53-446f-959f-d8cb135e503d
837cafe3-6ce6-496b-9df5-f642ac4b2153
291a110d-a8d1-4606-bcac-6d7faec8bb7f
worker
implement
dc3bf9215aac8877
fd
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 the contents of tests/tests.rs around line 2315 to understand the `test_exec_with_separator` test.", "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": "1be7943a3b9118ba", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:18cd7ade11c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_request_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
9b8fc7e3-0b8e-4276-88bf-f8021d100cf9
837cafe3-6ce6-496b-9df5-f642ac4b2153
eab9db38-c9c2-4836-9d82-d143ba2ec918
worker
implement
dc3bf9215aac8877
fd
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": "Locate the implementation of the command execution logic, specifically looking for how `--path-separator` is handled.", "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": "1be7943a3b9118ba", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:18cd7ade11c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_request_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
a3425971-b362-4b85-8e1f-df963d8dac7b
837cafe3-6ce6-496b-9df5-f642ac4b2153
0dda1500-0a9b-4170-80af-10fc9342d2b0
worker
implement
dc3bf9215aac8877
fd
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": "Read and analyze `scripts/create-archive.sh` to see if it interacts with Windows execution or permissions.", "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": "1be7943a3b9118ba", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:18cd7ade11c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_request_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
dacead0b-b77b-4a2d-91e4-32822888d68a
837cafe3-6ce6-496b-9df5-f642ac4b2153
1722f66d-3799-4bf6-9324-69de7ffefe21
worker
implement
dc3bf9215aac8877
fd
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": "Analyze `src/fmt/mod.rs` to understand the `replace_separator` implementation.", "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": "1be7943a3b9118ba", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:18cd7ade11c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_request_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
8394c118-c61e-45be-a914-a0aaf2f55aca
8394c118-c61e-45be-a914-a0aaf2f55aca
aba14fdc-7c21-41aa-bbba-6176d0645196
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 seeing some potential issues with how `SaveUploadedFile` handles permissions. Can you add a new parameter to `SaveUploadedFile` in `context.go` to allow specifying file permissions, or at least suggest where to implement it?", "root_count": 1, "posture": "build", "workers...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "8b98fc5727a9f54d", "repo": "gin", "split": "train", "archetype": "small_change", "prompt_group": "gin:5225688e79fb", "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
83c321a2-9f28-4d52-a715-7ae02eccb2be
83c321a2-9f28-4d52-a715-7ae02eccb2be
87db1193-7999-46f1-b33d-522cc428e2b3
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": "The test suite is failing on my local machine and I suspect it's a config issue. Please look at tests/test_apps/.env and tests/test_apps/.flaskenv. Are there any hardcoded values I should be aware of that might interfere with environment variable overrides during testing? Specifica...
{ "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": "5bc2de273ee83762", "repo": "flask", "split": "train", "archetype": "data_files", "prompt_group": "flask:64bce08579f6", "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
83f61b07-bab1-4d8b-acc5-b76186ee500c
83f61b07-bab1-4d8b-acc5-b76186ee500c
970f9b85-b38a-4fe7-93c5-334ed474fc5c
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": "Looking at `doc/man_docs.go`, how is the man page content constructed? Does it use a template or is it built procedurally?", "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": "2960572ac8e5e846", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:1e90ef9bf0f2", "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
83fe544b-8a85-47c8-9e78-cb094c442557
83fe544b-8a85-47c8-9e78-cb094c442557
e357caf5-3a90-414b-9358-ab10d6ca9933
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": "The error message for proxy connection failures is a bit vague. Can you find where proxy errors are raised in `httpx/_transports/default.py` or `httpx/_client.py` and update the message to include the proxy URL being used?", "root_count": 1, "posture": "build", "workers_in_fl...
{ "tools": [], "requests": [ { "need": "edit files with exact spans or line ranges", "exact": [ "edit" ], "after": [], "scores": { "pack_board": 0, "secret_generate": 0, "measure_page": 0, "git_checkout": 0, "page_close": 0, "...
{ "task_id": "b70f9d706917b3a4", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:b4db9b904e53", "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
1
842aa714-81a7-41ff-afd0-b141c4e572e6
842aa714-81a7-41ff-afd0-b141c4e572e6
c3f525ea-de3c-4af9-9322-f0a398dacaea
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": "Can you add a quick doc comment to the `root` function in `examples/hello-world/src/main.rs` explaining that it's a simple handler?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit a file to add a doc comment", "exact": [ "edit" ], "after": [], "scores": { "secret_generate": 0, "code_rewrite": 2, "measure_page": 0, "pack_board": 0, "chmod": 0, "a...
{ "task_id": "35be11826dbf6d64", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:10369979e14c", "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
842aa714-81a7-41ff-afd0-b141c4e572e6
842aa714-81a7-41ff-afd0-b141c4e572e6
b63136bf-99b9-417b-933a-c2829adf8a1a
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": "Looks good. Now commit this change to a new branch named `docs/hello-world-example` with a descriptive message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "edit", "update_progres...
{ "tools": [ "git_branches", "git_checkout", "git_commit", "git_log", "git_status" ], "requests": [ { "need": "git tools for checking status, creating branches, and committing", "exact": [], "after": [ "git_branches", "git_checkout", "git_log", ...
{ "task_id": "35be11826dbf6d64", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:10369979e14c", "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
84387a8b-5439-4d72-97a4-0d0e835d1a03
84387a8b-5439-4d72-97a4-0d0e835d1a03
1b56bf31-7d53-45bc-8f8b-a61b0bc19fc0
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 is the purpose of `okhttp-tls/src/main/kotlin/okhttp3/tls/internal/der/DerReader.kt`? Does it support all DER-encoded structures used in TLS?", "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": "f04297a0191fe649", "repo": "okhttp", "split": "train", "archetype": "explain_code", "prompt_group": "okhttp:af69b640cb73", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
845d8ff9-9d46-419f-bd5d-d26c62473786
845d8ff9-9d46-419f-bd5d-d26c62473786
3779ce80-9312-4289-a753-3797e42134c8
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `requests/sessions.py`, walk me through the logic of `Session.request`. I need to know exactly how the `Timeout` object and the `request` method from `adapters.py` interact during the actual send phase. Specifically, does the timeout apply to the connect step or the entire trans...
{ "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": "195ccb0f2993af2e", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:ac3b54a64570", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
846e5fee-edb4-49cb-a734-bc1fb9d2d7af
846e5fee-edb4-49cb-a734-bc1fb9d2d7af
bbfec6c1-f30d-4ab4-a7af-ba4750372994
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `Slim/Factory/Psr17/Psr17FactoryProvider.php` is failing to detect the `Nyholm/psr7` factory if it's installed in the `vendor` directory but not explicitly registered.\n\nLooking at the `Psr17Factory::getFactory()` method, it checks for class existence but seems to miss the Nyh...
{ "tools": [ "edit", "write" ], "requests": [ { "need": "write tool to replace the full content of Slim/Factory/Psr17/NyholmPsr17Factory.php", "exact": [ "write" ], "after": [ "edit" ], "scores": { "terminal_send": 0, "render_view": 0...
{ "task_id": "9ad931b719670136", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:d7168115d9f6", "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
846e5fee-edb4-49cb-a734-bc1fb9d2d7af
846e5fee-edb4-49cb-a734-bc1fb9d2d7af
2d9fcaa7-e9ef-4875-a55e-d4f5f5b3c085
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": "Update tests/Factory/Psr17/Psr17FactoryTest.php to cover Nyholm.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "write", "request_tools", "grep...
{ "tools": [ "write" ], "requests": [ { "need": "write tool for creating/modifying PHP test files", "exact": [ "write" ], "after": [ "write" ], "scores": { "mkdir": 2, "answer_decision": 0, "jq": 0, "restore_version": 0, ...
{ "task_id": "9ad931b719670136", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:d7168115d9f6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
849ba14b-34d7-4481-b0a7-4fa053e491f3
849ba14b-34d7-4481-b0a7-4fa053e491f3
91e509c1-d1da-4433-acfa-e3c5bc39af4d
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 trying to debug why our SSE endpoint isn't streaming correctly on Safari. Can you take a screenshot of https://html5test.com/results/desktop.html and let me know what the highest score is for Safari right now? I'm worried about HTTP/2 support.", "root_count": 1, "posture": ...
{ "tools": [ "capture_page", "fetch_url", "page_act", "page_open", "web_search" ], "requests": [ { "need": "Open a live webpage, take a screenshot, and close the browser session", "exact": [], "after": [ "capture_page" ], "scores": { "secret_ge...
{ "task_id": "9d9a8bedcf33aae2", "repo": "axum", "split": "train", "archetype": "web", "prompt_group": "axum:594aa44b230f", "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
849ba14b-34d7-4481-b0a7-4fa053e491f3
849ba14b-34d7-4481-b0a7-4fa053e491f3
b426c701-b45b-4206-a668-814d1036f5bb
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": "Okay, Safari supports HTTP/2. So it must be our implementation. I'll check `axum/src/docs/handlers_intro.md` for any known quirks.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "we...
{ "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": "9d9a8bedcf33aae2", "repo": "axum", "split": "train", "archetype": "web", "prompt_group": "axum:594aa44b230f", "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
84bb8214-45fe-4f3b-b52c-141a96d374a4
84bb8214-45fe-4f3b-b52c-141a96d374a4
5211fed4-bb95-4129-a59d-37586f519fbd
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": "What is the recommended way to configure `SECRET_KEY` in production according to the Flask security guidelines? I see we have some hardcoded keys in the examples and tests. I want to make sure I'm following best practices before we refactor src/flask/config.py and the tutorial exam...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Flask SECRET_KEY production best practices", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "page_a...
{ "task_id": "d71b1b9d840366ca", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:caaafa2fd10d", "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
8510380a-ca96-4c93-a35e-643f5c4a336f
8510380a-ca96-4c93-a35e-643f5c4a336f
d5463bb5-d985-40cc-8660-0014d24c936e
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": "Help me fix a build failure in `okhttp-tls`. After updating to the latest Kotlin version via `gradle/libs.versions.toml`, I'm getting this error during compilation:\n\n```\nerror: cannot find symbol\n location: class InsecureAndroidTrustManager\n...\nNote: /path/to/okhttp-tls/src/...
{ "tools": [ "command", "edit", "replace_lines" ], "requests": [ { "need": "edit tool to replace a small span in InsecureAndroidTrustManager.kt", "exact": [ "edit" ], "after": [ "replace_lines", "command" ], "scores": { "capture_p...
{ "task_id": "37a44d01b699293d", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:4068b50f2cc9", "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
85164d3d-25ae-4023-9bda-0bf2d00c1066
85164d3d-25ae-4023-9bda-0bf2d00c1066
4a921f86-a801-4c74-a87c-571cb01f5d37
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": "What changed in the repository between commit 8999295 and d318b68?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_show" ], "requests": [ { "need": "git tools to compare commits and show diffs, specifically git_diff and git_log", "exact": [ "git_diff", "git_log" ], "after": [ "git_diff" ], "scores": { "command_output"...
{ "task_id": "48ff4dabf008753b", "repo": "flask", "split": "train", "archetype": "git_history", "prompt_group": "flask:d3ce1a4f4318", "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
0709560c-9e77-4501-a483-b4a4298dd4f1
852dcdbb-2841-4251-b917-680d67705338
dd3bc277-be10-4667-8649-ac081c08db86
worker
implement
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey extras/ to find custom type adapters that need refactoring.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "7dbc8e975b81dee0", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:3398e91cb45f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
852dcdbb-2841-4251-b917-680d67705338
852dcdbb-2841-4251-b917-680d67705338
cdc1e962-eecd-49a5-a1fc-4432bb3d20f5
coordinator
implement_dispatch
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "Run the specific tests in `extras/src/test/java/com/google/gson/typeadapters/`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "task", "wait" ], "loaded": [ "task", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "ask-for-a-decision": 0, "plan-infrastructure-changes": ...
{ "task_id": "7dbc8e975b81dee0", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:3398e91cb45f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
699000cf-6a7b-4ef4-9104-37cbf8ab1c14
852dcdbb-2841-4251-b917-680d67705338
42d078b8-d68e-4d5d-813f-dcad76410d08
worker
implement
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Execute the tests in `extras/src/test/java/com/google/gson/typeadapters/`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "na...
{ "task_id": "7dbc8e975b81dee0", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:3398e91cb45f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
7387fafa-0778-4b4f-844c-d6424184f290
852dcdbb-2841-4251-b917-680d67705338
dafa9925-7b54-4b3b-9664-342c1f6b40f0
worker
implement
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Execute the specific tests in the `extras` module.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true, ...
{ "task_id": "7dbc8e975b81dee0", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:3398e91cb45f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
852dcdbb-2841-4251-b917-680d67705338
852dcdbb-2841-4251-b917-680d67705338
5edf0a9c-cb61-4211-9ced-d5ce5d7ca5e9
coordinator
implement_dispatch
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "Check if `RawCollectionsExample.java` needs updating too.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "reject_overlay", "promote_overlay", "update_progress", "wait", "task" ], "l...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "plan-a-database-migration": 0, "query-local-observabili...
{ "task_id": "7dbc8e975b81dee0", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:3398e91cb45f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
a879c1f5-02f8-4e7d-ad6b-5127785d0da3
852dcdbb-2841-4251-b917-680d67705338
e52f54f4-7d60-4a37-b68f-448acf904403
worker
implement
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze `RawCollectionsExample.java` for implementation patterns.", "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": "7dbc8e975b81dee0", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:3398e91cb45f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
854ec64d-3358-4534-abdf-b27cf1485648
854ec64d-3358-4534-abdf-b27cf1485648
0308e370-7502-4c10-9747-1e1e427fdbe7
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check axum/src/routing/path_router.rs. Specifically, where is the logic that validates if a route starts with a slash? I see in the recent commits (7c3c678) there was a removal of v07 path checks. I want to see if this validation still exists or where the error `route_not_starting_...
{ "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": "809837f820137ed6", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:93f7b9b283d6", "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
8553dd6d-abef-442c-8e21-288c7662c8dd
8553dd6d-abef-442c-8e21-288c7662c8dd
238f92c5-5db4-41bc-b88d-30a214a86fe6
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": "J'ai une erreur bizarre sur mon serveur. Peux-tu vérifier dans `Slim\\ResponseEmitter.php` comment le corps de la réponse est envoyé au client ?", "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": "73c7703113a838ad", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:6dddc18ee29f", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
8553dd6d-abef-442c-8e21-288c7662c8dd
8553dd6d-abef-442c-8e21-288c7662c8dd
3085c716-74c3-448c-885b-87abb5e63dcb
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": "Est-ce que les headers sont envoyés avant ou après le body ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find" ], "loaded": [ "find", "summarize" ] }
{ "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": "73c7703113a838ad", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:6dddc18ee29f", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
8553dd6d-abef-442c-8e21-288c7662c8dd
8553dd6d-abef-442c-8e21-288c7662c8dd
53b9e537-6a08-4542-9501-f5940f8288c4
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": "Comment sont gérés les flux (streams) dans cette fonction ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find" ], "loaded": [ "find", "summarize" ] }
{ "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": "73c7703113a838ad", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:6dddc18ee29f", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
85554562-cf8b-4552-addd-45e7c837c898
85554562-cf8b-4552-addd-45e7c837c898
1afd9378-e14f-4543-9498-2e6db198c54a
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": "Run the ShrinkingIT test. I want to make sure that ProGuard rules aren't stripping out the JsonAdapter annotation support incorrectly. This is crucial for our Android release builds.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_invest...
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "command to run Maven in the test-shrinker directory", "exact": [ "command" ], "after": [ "wait", "command_output" ], "scores": { "measure_page": 0, ...
{ "task_id": "06864c307d3cb083", "repo": "gson", "split": "train", "archetype": "run_and_verify", "prompt_group": "gson:63eec8b6854d", "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
8574fb1e-0d33-42cd-92d3-06d2735d4662
8574fb1e-0d33-42cd-92d3-06d2735d4662
d97ce8ab-1fff-4faf-a73a-00990cf69360
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": "Find all imports of `src/flask/json/provider.py`. I want to see how the JSON provider is being used across the codebase.", "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": "04f9b3fe2e8e1fbb", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:7f24dc164f39", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
857e7454-90aa-49b3-a366-c5837ff1211e
857e7454-90aa-49b3-a366-c5837ff1211e
f549c141-ecba-4fa6-8a79-5f2028437a1e
coordinator
implement_investigate
dc3bf9215aac8877
axum
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": "check git blame examples/websockets/src/main.rs 的最后一行。我发现最近有个关于 WebSockets HTTP2 的提交好像改动了这个文件,我想确认是不是我误操作导致的。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_blame", "git_log" ], "requests": [ { "need": "git blame on examples/websockets/src/main.rs and git log to find recent websocket/HTTP2 commits", "exact": [], "after": [ "git_log" ], "scores": { "git_stash": 0, "sourc...
{ "task_id": "dbd8b5294c0afd5f", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:1fb9d43ec495", "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
15
85b4c7fc-86cc-4a28-9b45-505649731c46
85b4c7fc-86cc-4a28-9b45-505649731c46
dad199d5-dac9-4b70-8cb7-34a7f2e95e28
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 trying to understand the difference between `axum::routing::Router` and using `Router::new().route()` versus using `into_make_service`. I have a setup where I need to serve multiple origins. When should I use `into_make_service` directly instead of letting axum handle the routi...
{ "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": "85fbdc2342d69eda", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:82652e43446f", "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
85ca42ef-cd04-48cf-8396-befadbcdcc8a
85ca42ef-cd04-48cf-8396-befadbcdcc8a
9dc3d106-d075-4fdf-8059-af2c6d77edde
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": "I need to quickly switch to a different task but I'm in the middle of refactoring `src/walk.rs`. Stash my current changes so I have a clean working directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_stash", "git_status" ], "requests": [ { "need": "git tools like git_status and git_stash", "exact": [ "git_stash", "git_status" ], "after": [ "git_diff", "git_stash" ], "scores": { "worker_can...
{ "task_id": "cd58938556276c04", "repo": "fd", "split": "train", "archetype": "commit", "prompt_group": "fd:b7635894e879", "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
85ca42ef-cd04-48cf-8396-befadbcdcc8a
85ca42ef-cd04-48cf-8396-befadbcdcc8a
df0f11bb-1a4d-4f4b-a698-3ee5c6e679c3
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": "Okay, I'm back. Restore my work from the stash and let me know if there are any conflicts with the current head.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_stash", "git_diff", "list...
{ "tools": [ "git_restore", "git_show", "git_stash", "git_stash_list", "git_status" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true,...
{ "task_id": "cd58938556276c04", "repo": "fd", "split": "train", "archetype": "commit", "prompt_group": "fd:b7635894e879", "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
863d9d2c-2f70-4ab6-a4d8-e093e70cd548
863d9d2c-2f70-4ab6-a4d8-e093e70cd548
11637e16-5d7c-4206-b3ea-de5a77e92e90
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Zeig mir den Commit `88b30ab` im Detail.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show to inspect a specific commit's details (message, author, date, and diff)", "exact": [ "diff", "git_show" ], "after": [], "scores": { "answer_decision": 0, "git_checkout": 0, "...
{ "task_id": "3f3b9c1bf6dd847b", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:7862b0271f14", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
8660afcf-d230-4102-9473-d097420e2f13
8660afcf-d230-4102-9473-d097420e2f13
f68430f9-198e-4289-948c-c60114b444e2
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "audit the dependencies in package.json for any known security vulnerabilities. if you find anything, suggest a fix.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "terminal_open", "web_search" ], "requests": [ { "need": "Run npm audit to check for known security vulnerabilities in package.json dependencies, and npm outdated to see version status", "exact": [], "after": [ "terminal_open" ], "scores": { "...
{ "task_id": "8d8feadd617854bc", "repo": "axios", "split": "train", "archetype": "dependencies", "prompt_group": "axios:542295880654", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
8663bfe1-de3d-44f4-b585-22863c98189f
8663bfe1-de3d-44f4-b585-22863c98189f
0afbd9cd-3e51-409c-aaad-4c43c656e1ce
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": "检查一下当前系统里有没有正在运行的 PHP 进程,如果有的话,帮我把它们全部停掉。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "I need to inspect host processes to find and terminate running PHP processes. Please provide the process_list and process_signal tools.", "exact": [ "process_list", "process_signal" ], "after": [...
{ "task_id": "f21da861520f8474", "repo": "slim", "split": "train", "archetype": "ops", "prompt_group": "slim:26513fa8a968", "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
30
86b98b59-e027-453f-87fa-edb40cd557e2
86b98b59-e027-453f-87fa-edb40cd557e2
428767a2-bd65-4f8d-9926-bd75d3bb6100
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": "How does the `Flask` class in `src/flask/app.py` handle the registration of blueprints? I want to understand the internal flow when `register_blueprint` is called.", "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": "6fb25f247c125f3c", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:94956d3ad24d", "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
31
86b98b59-e027-453f-87fa-edb40cd557e2
86b98b59-e027-453f-87fa-edb40cd557e2
032870f9-d105-4e39-8290-6d3de88aaa83
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": "Can you show me how it handles the `url_prefix` during registration?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize", "list_dir" ], "loaded": [ "grep",...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "6fb25f247c125f3c", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:94956d3ad24d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
86c7e0b5-28a9-4220-adff-5c2f080327ed
86c7e0b5-28a9-4220-adff-5c2f080327ed
f85aa408-fdbc-4123-8eab-6d8fb58a1577
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you add a new field to the `Config` struct in `src/config.rs` to support a `--max-depth` flag, and then wire it up in `src/cli.rs`?", "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": "a023e0ad5b546e20", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:847b28d9c5d0", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
86e31fe1-bc04-4a4a-8291-f6cac395cdc4
86e31fe1-bc04-4a4a-8291-f6cac395cdc4
7034ff71-3a01-4f1d-8bd0-fa1676a0f8de
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": "盯着这个目录,等新的测试报告文件生成了再通知我。", "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": true, "native-read-tool": false, "native-recall-tool": fa...
{ "task_id": "87d5249c40cd23a6", "repo": "slim", "split": "train", "archetype": "ops", "prompt_group": "slim:a23ad10f010e", "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
14
86ef6035-a7f0-4b91-bf7c-9ae843e8d10b
86ef6035-a7f0-4b91-bf7c-9ae843e8d10b
4fe59c6b-ee1b-4b51-a8c1-146661dc1e55
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to understand how Requests handles connection timeouts. Can you trace the flow from the user passing `timeout=t` in `requests.get()` all the way to where it's actually passed to the underlying socket or adapter? Find the specific files and functions involved.", "root_count...
{ "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": "3f7665fa9f87ed18", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:aa2bb4071978", "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
8700cc2b-b945-4259-9dcc-16ce20f670a4
8700cc2b-b945-4259-9dcc-16ce20f670a4
05c1d3f7-e366-4313-ae17-c14e4ecde12f
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the logic inside `lib/helpers/combineURLs.js`? I want to know how it handles base URLs and relative paths.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "6ba6c8d77aef46d1", "repo": "axios", "split": "train", "archetype": "explain_code", "prompt_group": "axios:fe4eefb17cdb", "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
8707750a-1e6d-4fc3-a11b-a089190a2801
8707750a-1e6d-4fc3-a11b-a089190a2801
ab74bfb3-0d24-4178-acd0-541a58ab6ebf
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I just merged a PR that bumps `body-parser` to ^2.3.0 (see commit ba06733). I'm worried about the CVE-2026-12590 fix not being fully integrated with our current route handling. Can you check if `lib/request.js` or `lib/response.js` needs updates to handle the new bodyParser types c...
{ "tools": [], "requests": [ { "need": "web search to research CVE-2026-12590 and body-parser 2.3.0 changes", "exact": [], "after": [ "command" ], "scores": { "git_diff": 0, "git_log": 0, "scan_summary": 0, "code_rewrite": 0, "command...
{ "task_id": "e3af804532c5055d", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:5529c550d6cb", "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
3
870f87d8-1c26-4ed4-bf9a-6de2d50b6b90
870f87d8-1c26-4ed4-bf9a-6de2d50b6b90
a509a682-20c2-494d-99b2-b213d34be0b1
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": "He visto que `axum-extra/src/extract/cookie/mod.rs` gestiona las cookies. ¿Podrías detallarme cómo se implementa la extracción de una cookie específica de los headers?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "0574c5ccc760d283", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:67d45f96e624", "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
8738b045-9b1d-4539-8175-8f79d441f15a
8738b045-9b1d-4539-8175-8f79d441f15a
722c516d-8282-4686-83d7-05596252f207
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if upgrading okio to a newer version than 3.18.2 (as seen in recent commits) would break any of the tests in okhttp-zstd or okhttp-dnsoverhttps.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "web_search and fetch_url to research the latest okio version", "exact": [ "fetch_url", "web_search" ], "after": [ "command" ], "scores": { "copy": 0, "command": 0, "edit": 0, "git_...
{ "task_id": "5571c6591b01d18a", "repo": "okhttp", "split": "train", "archetype": "dependencies", "prompt_group": "okhttp:c7176eb063df", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
874b7aa4-8e04-46e9-8e06-3886cc56ea89
874b7aa4-8e04-46e9-8e06-3886cc56ea89
09b1593a-5f44-4468-8713-c058b54f6df4
coordinator
implement_investigate
dc3bf9215aac8877
requests
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": "빌드 폴더랑 dist랑 cache 관련 파일들 .gitignore에 안 담겨있는 것 같은데 확인하고 추가해줘. 그리고 지금 untracked 파일有哪些?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "git_status" ], "requests": [ { "need": "git status to list untracked files and check repository state", "exact": [], "after": [ "git_status", "edit" ], "scores": { "git_commit": 1, "git_branches": 1, ...
{ "task_id": "3ff13240f27bb72d", "repo": "requests", "split": "train", "archetype": "chores", "prompt_group": "requests:31586e597cf7", "lang": "ko", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
87aeee98-66f7-44f3-8389-7bc61289722f
87aeee98-66f7-44f3-8389-7bc61289722f
7e9188e2-dea4-4197-ac0d-618273e3ce83
coordinator
implement_investigate
dc3bf9215aac8877
gin
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 `binding/multipart_form_mapping.go` and seeing how file uploads are handled. The standard library's `MultipartForm` struct changed slightly in Go 1.21 regarding memory buffers. Can you check the official Go docs for `mime/multipart` to see if there are any new recomm...
{ "tools": [], "requests": [ { "need": "search the web and fetch URLs to research Go 1.21 mime/multipart changes and official documentation", "exact": [], "after": [ "fetch_url" ], "scores": { "git_status": 0, "git_log": 0, "command": 0, "fet...
{ "task_id": "a08c7956f59267ab", "repo": "gin", "split": "train", "archetype": "docs_online", "prompt_group": "gin:1f004c3a3c40", "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
87b222e5-13bd-4b24-9d75-cec2216ef1d6
87b222e5-13bd-4b24-9d75-cec2216ef1d6
1cc5aa0f-2d5a-4e66-9147-00175ec5d6b4
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": "Add a new test case to `tests/Middleware/BodyParsingMiddlewareTest.php` that specifically checks how it handles an empty JSON body string.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "replace lines in a file", "exact": [], "after": [ "replace_lines", "command" ], "scores": { "git_ref": 0, "mkdir": 0, "command_stop": 0, "fetch_url": 0, "scan_query": 0, "git_sta...
{ "task_id": "7e1fd26288e9bcbe", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:950dc0753bfd", "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
87da148b-be10-4060-829e-3a4108489e22
87da148b-be10-4060-829e-3a4108489e22
b95dc6f5-e586-4601-9271-63ad1e805d55
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to add type hints to `src/requests/utils.py`. Specifically, the `_get_content_length` function. Can you find where this is called from most frequently so I know what input types to expect?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "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": "f83f0ba512275719", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:bb64253650df", "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
87da148b-be10-4060-829e-3a4108489e22
87da148b-be10-4060-829e-3a4108489e22
bc7fa07d-0f15-4a69-be16-17a1574c5e8f
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": "Also, list any other untyped utility functions in that file that might be good candidates for immediate fixes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "f83f0ba512275719", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:bb64253650df", "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
87da148b-be10-4060-829e-3a4108489e22
87da148b-be10-4060-829e-3a4108489e22
33b9daeb-a2fb-4906-8551-eefdcb8e67b1
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": "Check if `py.typed` exists in the package root, I want to make sure we're good to go for distribution.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep"...
{ "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": "f83f0ba512275719", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:bb64253650df", "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
88039c05-3c4c-4782-8ef2-72b118a66246
88039c05-3c4c-4782-8ef2-72b118a66246
8b2c946b-fec4-4d19-9c13-423f377ad836
coordinator
implement_investigate
dc3bf9215aac8877
cobra
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 error handling in `command.go` is messy. We have a lot of `if err != nil { return err }` blocks that don't add any context. Since this is an internal library, let's switch to returning wrapped errors using `fmt.Errorf` with `%w`. Scan `command.go` and `args.go` and fix these up...
{ "tools": [], "requests": [ { "need": "write to create/replace files for applying the wrapped error changes", "exact": [ "write" ], "after": [], "scores": { "replace_lines": 4, "secret_revoke": 0, "measure_page": 0, "git_log": 1, "te...
{ "task_id": "f2ad2187e2d5894c", "repo": "cobra", "split": "train", "archetype": "refactor", "prompt_group": "cobra:62febc11b081", "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
8870f888-6836-4194-b997-0cc7762a0041
8870f888-6836-4194-b997-0cc7762a0041
7a454822-0eac-4e29-8fa9-935d57855996
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where does the `Json` extractor get its deserialization logic? I need to trace where `serde_json` is called inside the axum source tree.", "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": "3dfc13974bcb0f83", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:74285ec72676", "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
8870f888-6836-4194-b997-0cc7762a0041
8870f888-6836-4194-b997-0cc7762a0041
f8e54468-bf29-4bb5-a544-1f489988e767
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": "Is it in `axum/src/json.rs` or `axum-core`/?", "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": "3dfc13974bcb0f83", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:74285ec72676", "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
8870f888-6836-4194-b997-0cc7762a0041
8870f888-6836-4194-b997-0cc7762a0041
b9af860d-23f4-47e9-8359-2d591a638ec2
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": "Show me the `FromRequest` implementation for `Json<T>`.", "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": "3dfc13974bcb0f83", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:74285ec72676", "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
889823ff-07a7-4adc-a8f3-0314d50be68c
889823ff-07a7-4adc-a8f3-0314d50be68c
b446c377-4c41-43f1-af09-c52b6c0004ca
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "fix a typo in the README.md file", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "replace_lines tool to edit Readme.md", "exact": [ "edit", "replace_lines" ], "after": [ "replace_lines" ], "scores": { "restore_version": 0, "chown": 0, ...
{ "task_id": "970ee42c073de650", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:1b4bd2dfe6c3", "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" }