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
15
af63082d-fa1f-4937-a17a-9c4a7714d3bc
af63082d-fa1f-4937-a17a-9c4a7714d3bc
4d8f943f-2ea7-434f-8d61-422ffe218be8
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The .golangci.yml configuration is causing local linters to fail. Can you audit this file and ensure all enabled linters actually exist in the current `go.mod` dependencies? Also, please check if the `govet` check configuration is valid according to the latest golangci-lint schema....
{ "tools": [ "command", "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research golangci-lint v2 configuration schema and linters", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url", "command" ...
{ "task_id": "22aefb50a4c39b9a", "repo": "gin", "split": "train", "archetype": "data_files", "prompt_group": "gin:4fb21904bd4d", "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
af7c61f1-55ad-4bc0-82b1-5ecbc0381179
af7c61f1-55ad-4bc0-82b1-5ecbc0381179
901af264-69e6-42a4-949b-65c1cd0ec2be
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 need to prep for the next release. Can you handle three things: \n1. Audit `httpx/_auth.py` and ensure all new auth types are properly exposed in `httpx/__init__.py`.\n2. Check `httpx/_transports/wsgi.py` and `httpx/_transports/asgi.py` to see if we can tighten up the error handl...
{ "tools": [ "verify" ], "requests": [ { "need": "run python tests with pytest", "exact": [], "after": [ "verify" ], "scores": { "restore_version": 0, "git_compare": 0, "chown": 0, "copy": 0, "answer_decision": 0, "http_...
{ "task_id": "eebaa7b1bd1498ac", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:656e5ddd7fa6", "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
afcb5fb5-479a-4115-861f-4704d9a28e33
afcb5fb5-479a-4115-861f-4704d9a28e33
5f15e637-1203-4204-a9f7-7d3eae279ce3
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": "There's a `MAINTAINERS` file. Parse it and tell me how many core maintainers are listed. Then, check `CONTRIBUTING.md` and see if the process for becoming a maintainer is explicitly defined or if it's just implied.", "root_count": 1, "posture": "build", "workers_in_flight": 0...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "7f971ece44237039", "repo": "cobra", "split": "train", "archetype": "data_files", "prompt_group": "cobra:46b48fa76b8f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
afd03d1b-8b8e-47fc-84ed-79e1439cbe88
afd03d1b-8b8e-47fc-84ed-79e1439cbe88
60a2e94e-8dd2-4889-99d3-7a4ab663d0ad
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": "In `render/json.go`, rename the internal helper function `writeJSON` to `encodeJSON` and update all references in that file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "A tool to replace or rewrite text in a file, like `write` or `code_rewrite`.", "exact": [ "code_rewrite", "write" ], "after": [ "replace_lines" ], "scores": { "command":...
{ "task_id": "76a093272c5724c0", "repo": "gin", "split": "train", "archetype": "small_change", "prompt_group": "gin:2188445b5d0f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
afde9070-5d7e-4e2e-a636-f0b5616e75ac
afde9070-5d7e-4e2e-a636-f0b5616e75ac
6c10bf49-d024-4f7c-8d96-d16270221e4f
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I want to improve our support for RFC 10008. Please:\n\n- Implement the `QUERY` method support in the router, following the pattern used for other standard methods.\n- Add a shortcut for the `QUERY` method in the main `gin.go` engine API.\n- Update `routes_test.go` to include test ...
{ "tools": [ "command" ], "requests": [ { "need": "command to run go tests", "exact": [ "command" ], "after": [], "scores": { "task": 1, "chmod": 0, "survey_repo": 0, "measure_page": 0, "extract_archive": 0, "git_blame":...
{ "task_id": "4b0fd79cf24c98ca", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:291aeaff51fc", "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
afec7748-dce8-4986-8f91-df3f1a670061
afec7748-dce8-4986-8f91-df3f1a670061
cb66fe28-5181-4431-8796-816dca5efe0a
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been playing around with some logic in `command.go` to handle nested subcommands differently. Can you split my current uncommitted changes into two separate commits: one for the core logic updates and one for the documentation updates in `doc/man_docs.go`?", "root_count": 1,...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "run git commands like git status, git add, and git commit to manage uncommitted changes", "exact": [], "after": [ "git_status", "git_diff" ], "scores": { "view_image":...
{ "task_id": "c7782c0246be6cee", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:8521bbbdf645", "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
aff4056c-bb20-405a-aae0-b95f3f356f7f
aff4056c-bb20-405a-aae0-b95f3f356f7f
945993b1-5a50-4339-9e0a-0b6614eefbe8
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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": "okhttp-zstd/src/main/kotlin/okhttp3/zstd/Zstd.kt 파일이 새로 만들어졌는데, 이 파일이 프로젝트의 표준 코딩 컨벤션을 따르는지 확인하고 필요하면 spotless 규칙에 맞춰서 포맷팅해줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run gradle tasks to find spotless commands", "exact": [], "after": [], "scores": { "measure_page": 0, "capture_page": 0, "verify": 2, "command_output": 2, "view_image": 0, "source_history": 0, ...
{ "task_id": "27b27fb913706c1f", "repo": "okhttp", "split": "train", "archetype": "small_change", "prompt_group": "okhttp:b6609c7728ff", "lang": "ko", "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
17
b04e9f6e-41ac-40a2-b2af-9ab4a16a3b49
b04e9f6e-41ac-40a2-b2af-9ab4a16a3b49
0c5067b2-0d73-432b-94b3-7304b8754c26
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing some issues with async requests. Can you explain how the async client is implemented in `tests/client/test_async_client.py` versus the actual logic in `httpx/_client.py`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investi...
{ "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": "68a5c42df522132f", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:b19c65a1ec55", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
b0802abd-fb60-4143-a2d9-16ed17e8c4a5
b0802abd-fb60-4143-a2d9-16ed17e8c4a5
c5ae7d87-ac5c-427f-a7a3-2714d2b7558b
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "where is the logic for `inject_into_file` defined? specifically looking for where it decides to prepend or append.", "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": "26d4cb94032ea0bd", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:9180c53fd97a", "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
b0a9d43f-ef7f-49f2-a75b-b9276811f176
b0a9d43f-ef7f-49f2-a75b-b9276811f176
3dfd431d-ab0f-4d47-8f7c-d311e3ca15a3
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing issues with HTTP/2 push promises. Can you point me to the `PushObserver` interface and the `PushPromise` class in the mockwebserver module? I want to see how they're defined.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inv...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "11257f51de00521b", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:d755aa555f96", "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
b0bb5b4e-431f-4ec6-bd0d-af190e7dadd5
b0bb5b4e-431f-4ec6-bd0d-af190e7dadd5
d680a963-8bb8-4f6e-b285-c6c91627fabf
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 seeing some build artifacts in the root directory that shouldn't be tracked. Please check if lib/dist or build folders exist and add them to .gitignore if they aren't already, but be careful not to ignore files that are actually part of the release bundle.", "root_count": 1, ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "90ee948eb0c54b52", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:294867886074", "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
b0bb800c-dde0-4393-a725-f316924974f7
b0bb800c-dde0-4393-a725-f316924974f7
c8faceb6-956a-4531-ab91-078019e6d53f
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": "Run git blame on src/requests/models.py around line 50 so I can see who defined the base properties.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame for src/requests/models.py to see who defined the base properties around line 50", "exact": [], "after": [ "git_blame" ], "scores": { "secret_revoke": 0, "scan_compare": 0, "wait": ...
{ "task_id": "dbf7774ab99b07c4", "repo": "requests", "split": "train", "archetype": "git_history", "prompt_group": "requests:d53cbc0d6573", "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
b0bfdd26-3c67-4e38-86fa-fd82c925e1b9
b0bfdd26-3c67-4e38-86fa-fd82c925e1b9
a5ecab31-2f9e-4122-873b-937ba55ca2eb
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 want to add `serde` with `derive` features to the project. Update Cargo.toml accordingly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "Write to a file to add a dependency to Cargo.toml", "exact": [ "write" ], "after": [], "scores": { "git_log": 0, "secret_revoke": 0, "secret_generate": 0, "terminal_close": 0, "sec...
{ "task_id": "b36cfabe63eab667", "repo": "fd", "split": "train", "archetype": "dependencies", "prompt_group": "fd:47d5392254ca", "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
b0bfdd26-3c67-4e38-86fa-fd82c925e1b9
b0bfdd26-3c67-4e38-86fa-fd82c925e1b9
50669915-e48f-4a23-98ca-5e40a3c2c137
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": "Verify if adding serde impacts any of the existing modules in src/config.rs.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "request_tools", "list_...
{ "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": "b36cfabe63eab667", "repo": "fd", "split": "train", "archetype": "dependencies", "prompt_group": "fd:47d5392254ca", "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
b0d8d14c-8bc1-47d1-b350-df5796750721
b0d8d14c-8bc1-47d1-b350-df5796750721
60ce0e62-0cdd-4b1c-ac09-016ff6f8c25a
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": "Who was the last person to touch lib/response.js and what was the reason for the change?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log" ], "requests": [ { "need": "git_log, git_show, git_blame to investigate code history", "exact": [ "git_blame", "git_log", "git_show" ], "after": [], "scores": { "command": 4, "jq": 0, "view_video": 0, ...
{ "task_id": "122c46751baa15e2", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:42541df62369", "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
b0d8d14c-8bc1-47d1-b350-df5796750721
b0d8d14c-8bc1-47d1-b350-df5796750721
61283f05-8466-45e4-a510-43cd7f7121f3
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": "Can you show me the diff for that specific commit?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_log", "request_tools", "find" ], "loaded": [ "code_rewrite", "find", "g...
{ "tools": [ "git_show" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "nat...
{ "task_id": "122c46751baa15e2", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:42541df62369", "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
5
b0e1c55b-94ee-4171-9cbb-ad452ff78faf
b0e1c55b-94ee-4171-9cbb-ad452ff78faf
700a20f8-3f27-412d-9e2b-814046a4d962
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The current README mentions Slim-Http decorators. Could you expand that section to clarify that these are recommended for enhanced ServerRequest and Response functionality, and explicitly show how to disable automatic detection via AppFactory and ServerRequestCreatorFactory?", "r...
{ "tools": [ "edit" ], "requests": [ { "need": "edit a file", "exact": [ "edit" ], "after": [], "scores": { "answer_decision": 0, "scan_pack": 0, "git_show": 1, "terminal_close": 0, "extend_worker_budget": 0, "terminal_s...
{ "task_id": "95f4ed8e49d083cf", "repo": "slim", "split": "train", "archetype": "docs", "prompt_group": "slim:ff56572ec53c", "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
8
b0e1c55b-94ee-4171-9cbb-ad452ff78faf
b0e1c55b-94ee-4171-9cbb-ad452ff78faf
af77095c-2571-414c-beb8-a48ec5cb9229
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": "Add a warning that disabling auto-detection might require manual dependency injection of the decorators.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "edit", "request_to...
{ "tools": [ "edit" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-rec...
{ "task_id": "95f4ed8e49d083cf", "repo": "slim", "split": "train", "archetype": "docs", "prompt_group": "slim:ff56572ec53c", "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
10
b0e1c55b-94ee-4171-9cbb-ad452ff78faf
b0e1c55b-94ee-4171-9cbb-ad452ff78faf
46ce264e-0aec-4970-b0e7-16e1b4b3f132
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you verify the code snippet in the README matches the implementation in Slim/Factory/AppFactory.php?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "edit", "read", ...
{ "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": "95f4ed8e49d083cf", "repo": "slim", "split": "train", "archetype": "docs", "prompt_group": "slim:ff56572ec53c", "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
1
b0f480ed-5b0b-44af-b84f-43e7ff452ac7
b0f480ed-5b0b-44af-b84f-43e7ff452ac7
76d87156-1aa1-4da7-8373-06bb69203308
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": "How does the `ReflectiveTypeAdapterFactory` decide which fields to include when it's building a type adapter?", "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": "4e35f247d2dc523b", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:ce6da80188ee", "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
b0f480ed-5b0b-44af-b84f-43e7ff452ac7
b0f480ed-5b0b-44af-b84f-43e7ff452ac7
460823bd-8cc1-467f-946b-f69324983848
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": "Does it respect the `@Expose` annotation by default?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize", "grep" ], "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": "4e35f247d2dc523b", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:ce6da80188ee", "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
b18f55b1-4e0f-4f8f-bd83-999e79bdaefb
b18f55b1-4e0f-4f8f-bd83-999e79bdaefb
5ba6b4bd-b7cd-4091-b4e8-f727d262b4af
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We're seeing some weirdness with how arguments are being parsed in nested contexts. Can you look into `lib/thor/parser/` and `lib/thor/nested_context.rb`? \n\nSpecifically:\n- Check if `lib/thor/parser/arguments.rb` handles unexpected trailing options correctly.\n- Verify that `lib...
{ "tools": [ "command", "write" ], "requests": [ { "need": "run shell commands to execute rspec tests and run ruby scripts", "exact": [], "after": [], "scores": { "git_log": 0, "git_stash_list": 0, "answer_decision": 0, "view_video": 0, "...
{ "task_id": "92e67b12bfd01ae7", "repo": "thor", "split": "train", "archetype": "multi_part", "prompt_group": "thor:7782de9a6f4f", "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
b1bc3920-8eeb-49d3-8af0-0085d7e766c8
b1bc3920-8eeb-49d3-8af0-0085d7e766c8
8569a76a-1ad5-4389-b167-6032ecd072be
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you check if there are any python processes running that might be holding onto the ports used by the testserver?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list", "terminal_open" ], "requests": [ { "need": "process_list tool to check for running processes, and terminal_open to check which ports are in use", "exact": [ "process_list", "terminal_open" ], "after": [ "termin...
{ "task_id": "cd0c6316b91384c3", "repo": "requests", "split": "train", "archetype": "ops", "prompt_group": "requests:e432151df20f", "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
b1d24b68-21a9-4e44-8ce2-86eaf26c5fae
b1d24b68-21a9-4e44-8ce2-86eaf26c5fae
f8f795e5-97f0-400b-bb62-ed6d84cb9eb2
coordinator
implement_investigate
dc3bf9215aac8877
axum
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": "cargo test --lib -p axum-macros -- test_debug_handler_pass 실행해 봐. 테스트 결과 알려줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run a shell command", "exact": [ "command" ], "after": [ "wait", "command_output" ], "scores": { "scan_compare": 0, "secret_list": 0, "pa...
{ "task_id": "3d3c946e97c50032", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:b1f5ab424834", "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
1
b1d612bb-e94f-497e-a5c1-6ae9e8c6c87d
b1d612bb-e94f-497e-a5c1-6ae9e8c6c87d
db313193-dbd3-4cdc-a2f9-37a88846ceb2
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to understand how HTTP/2 is handled. Which module initializes the HTTP/2 support, and where does it actually call the underlying library to upgrade the connection?", "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": "a83f7630a34ae16e", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:286351ac0666", "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
b1d612bb-e94f-497e-a5c1-6ae9e8c6c87d
b1d612bb-e94f-497e-a5c1-6ae9e8c6c87d
812371d1-65ca-4137-a1ce-9c6356a93b06
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": "Can you show me the import chain for that?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": tru...
{ "task_id": "a83f7630a34ae16e", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:286351ac0666", "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
b1d612bb-e94f-497e-a5c1-6ae9e8c6c87d
b1d612bb-e94f-497e-a5c1-6ae9e8c6c87d
3b140cbb-4f9d-4714-a479-abf831e386d4
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 tests that explicitly test HTTP/2 upgrade scenarios?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "recall", "list_dir" ], "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": "a83f7630a34ae16e", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:286351ac0666", "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
b1f7ecab-ea91-40b2-8319-1ec3b936f346
b1f7ecab-ea91-40b2-8319-1ec3b936f346
07c699eb-1d27-4afc-9d74-3f01d078be03
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": "查一下 FastRoute 的最新稳定版本是多少,以及它在 Slim 4 的 composer.json 里是如何约束的?我听说 FastRoute 最近有个 bug 修复了路由缓存大小限制,Slim 是否需要更新依赖版本来支持这个修复?去 Packagist 或者 FastRoute 的 GitHub Releases 页面看看。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research latest versions and bug fixes", "exact": [ "fetch_url", "web_search" ], "after": [], "scores": { "extract_archive": 0, "copy": 0, ...
{ "task_id": "f5c39baf303f91ea", "repo": "slim", "split": "train", "archetype": "docs_online", "prompt_group": "slim:5d2dc6148814", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
b1fe865a-4171-4bdc-944d-ef9735031854
b1fe865a-4171-4bdc-944d-ef9735031854
d17bdf02-8cb6-4317-9930-a81c0ddd2347
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'm seeing an issue where invalid UTF-8 characters in error responses are breaking my JSON output. I saw a recent commit 'ddafc0f Substitute invalid UTF-8 in JSON error renderer output'. Which file implements this fix and what helper function is it using?", "root_count": 1, "po...
{ "tools": [ "command", "git_show" ], "requests": [ { "need": "run git commands to inspect commit ddafc0f", "exact": [], "after": [ "git_show" ], "scores": { "move": 0, "wc": 0, "git_status": 2, "terminal_snapshot": 0, "dele...
{ "task_id": "2afb441a3f9f9036", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:a9f3e124f782", "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
b1fe865a-4171-4bdc-944d-ef9735031854
b1fe865a-4171-4bdc-944d-ef9735031854
9a1cf969-0a23-4619-b251-b2253ed713e0
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": "Does JsonErrorRendererTest cover this case?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "git_show", "request_tools", "recall", "command", "grep" ], "loaded": [ ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "2afb441a3f9f9036", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:a9f3e124f782", "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
b1fe865a-4171-4bdc-944d-ef9735031854
b1fe865a-4171-4bdc-944d-ef9735031854
30185e43-4778-43be-beca-d25b335661a9
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": "Are there other error renderers that might have the same issue?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "git_show", "request_tools", "recall", "command" ...
{ "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": "2afb441a3f9f9036", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:a9f3e124f782", "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
b22ec12a-9593-4efd-a55e-edafa5643c56
b22ec12a-9593-4efd-a55e-edafa5643c56
3a2f0158-ac62-4e6b-8864-466841c0a2b4
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": "Hey, I'm hitting a wall with the Celery example app. Specifically `examples/celery/src/task_app/tasks.py`. The task decorator isn't accepting the arguments I think it should based on the Flask-Celery extension docs. Can you check the latest Flask-Celery extension documentation to s...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "fetch_url to fetch documentation pages", "exact": [ "fetch_url" ], "after": [ "web_search" ], "scores": { "secret_generate": 0, "edit": 0, "stat": 0, "...
{ "task_id": "09a03ccdea1cb948", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:766e64441513", "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
b22ec12a-9593-4efd-a55e-edafa5643c56
b22ec12a-9593-4efd-a55e-edafa5643c56
891c51bc-3e86-4475-880b-3765988bc038
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you show me the correct import and decorator syntax for defining the tasks now?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "fetch_url", "read", "list_dir", "ask...
{ "tools": [ "fetch_url" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "nat...
{ "task_id": "09a03ccdea1cb948", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:766e64441513", "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
b22ec12a-9593-4efd-a55e-edafa5643c56
b22ec12a-9593-4efd-a55e-edafa5643c56
47c8f63d-0a3c-45ad-8513-ec53207ee4ac
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": "Also, verify if the `create_celery_app` function in `make_celery.py` needs any updates for the new version.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "web_search", "read", ...
{ "tools": [ "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool"...
{ "task_id": "09a03ccdea1cb948", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:766e64441513", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
b25ac5db-9beb-4487-b140-0c92ff996184
b25ac5db-9beb-4487-b140-0c92ff996184
2b48b8e1-7d50-41f4-9e9b-64a3b356e4ac
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, `Thor::Shell::TablePrinter` is printing columns incorrectly when the content contains ANSI escape codes for colors.\n\nIt calculates column width based on the raw string length including the escape codes, so the text gets shifted right by the length of the color codes.\n\nPlea...
{ "tools": [], "requests": [ { "need": "I need to create a file to reproduce the bug. I should use the `write` tool.", "exact": [ "write" ], "after": [ "command" ], "scores": { "git_checkout": 0, "wc": 0, "edit": 0, "scan_summar...
{ "task_id": "fe6eb1f52d3582c9", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:18fd248e4c70", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
b2bf29e1-6e13-42f0-9182-91d50ffc6948
b2bf29e1-6e13-42f0-9182-91d50ffc6948
53fb578b-1035-43a1-96e3-280697d3d83c
coordinator
implement_investigate
dc3bf9215aac8877
express
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": "今回のリリースノート用のドラフトを書いて。最近の`body-parser`のセキュリティアップデート(CVE-2026-12590対応)と、`res.send`周りの修正を重点的に含めてほしい。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [ { "need": "I need to research the details of CVE-2026-12590 related to body-parser and investigate any recent changes or fixes related to res.send in the express repository to write an accurate release note.", "exact": [ "write" ], ...
{ "task_id": "f760f90454e94d96", "repo": "express", "split": "train", "archetype": "docs", "prompt_group": "express:4cef6fb80abd", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
b2bf29e1-6e13-42f0-9182-91d50ffc6948
b2bf29e1-6e13-42f0-9182-91d50ffc6948
1be5a341-260b-4191-b59b-6b51272a1598
coordinator
implement_investigate
dc3bf9215aac8877
express
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": "ユーザーがすぐにアップデートすべき理由が伝わるように、セキュリティに関する記述を強調して。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "summarize", "grep", "web_search", "request_tools", "r...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": ...
{ "task_id": "f760f90454e94d96", "repo": "express", "split": "train", "archetype": "docs", "prompt_group": "express:4cef6fb80abd", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
b3372360-9408-4269-b67f-ba336e7320c4
b3372360-9408-4269-b67f-ba336e7320c4
49496a7b-c0c4-4f83-973d-76903c0ffa4d
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a lot of warnings in CI. Can you run rubocop and auto-correct the style issues?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands like bundle install and rubocop --auto-correct-all", "exact": [], "after": [], "scores": { "verify": 2, "chown": 0, "git_compare": 0, "command_output": 2, "git_stash_list":...
{ "task_id": "1098bef4c2752d54", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:16bab9705065", "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
b3372360-9408-4269-b67f-ba336e7320c4
b3372360-9408-4269-b67f-ba336e7320c4
d0570bf0-7570-4db3-b0e8-8e19f08e6582
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Commit the changes", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "find", "read", "list_dir", "request_tools", "grep" ], "loaded": [ "command", "command_ou...
{ "tools": [ "git_status" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "n...
{ "task_id": "1098bef4c2752d54", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:16bab9705065", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
b3372360-9408-4269-b67f-ba336e7320c4
b3372360-9408-4269-b67f-ba336e7320c4
c313a66a-2b20-43b2-8a74-c6a9071c8ffc
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if the tests still pass", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_status", "command", "find", "read", "list_dir", "request_tools", "grep" ], "loaded": [ ...
{ "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": "1098bef4c2752d54", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:16bab9705065", "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
75000967-2282-43b8-882c-fd28a88d48d2
b33aba9b-4937-422e-8b70-9a930c6e277e
7ec3fb70-7fea-484d-99ad-6f4d576400d4
worker
implement
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey existing test structure and patterns in axum/src/routing/tests/", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true...
{ "task_id": "7308e6c54ffb733e", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:068531bcca00", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
1aa51a0e-fba3-4a2e-84ee-71adba90929f
b33aba9b-4937-422e-8b70-9a930c6e277e
44071dda-029c-4656-8780-9a9aa67b4bc1
worker
implement
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze path_router.rs for test coverage gaps and untested edge cases", "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": "7308e6c54ffb733e", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:068531bcca00", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
ddfd6c83-835e-4138-ae72-57e6a410099a
b33aba9b-4937-422e-8b70-9a930c6e277e
73e04c76-8436-483b-b75f-16edf6fc3f50
worker
implement
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze route.rs for test coverage gaps and untested edge cases", "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": "7308e6c54ffb733e", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:068531bcca00", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
aab64076-a4ab-4103-a1e8-f2ef886602ee
b33aba9b-4937-422e-8b70-9a930c6e277e
d84af0da-472b-4889-8d53-b1be136e448e
worker
implement
dc3bf9215aac8877
axum
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 existing routing tests, identify coverage gaps, and add new test functions to fill them", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "7308e6c54ffb733e", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:068531bcca00", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
bcf43fc1-eca6-4920-a002-203e1988982b
b33aba9b-4937-422e-8b70-9a930c6e277e
af8a3413-7250-409c-b5ef-a24091548b53
worker
implement
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze route.rs for test coverage gaps and add new unit tests for edge cases", "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": true, "native-jq-tool": true, "native-list-dir-tool": false, "...
{ "task_id": "7308e6c54ffb733e", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:068531bcca00", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
b37843dd-7301-4d8a-a320-ff4a43962b74
b37843dd-7301-4d8a-a320-ff4a43962b74
7f708191-a141-4b70-aa1a-be0a9a632489
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": "Check if upgrading to PHP 8.3 would break anything. Specifically, look at how we handle the Slim/Handlers/ErrorHandler.php and see if there are any changes in how exceptions are caught or handled compared to PHP 8.2.", "root_count": 1, "posture": "build", "workers_in_flight":...
{ "tools": [ "web_search" ], "requests": [ { "need": "I need to search the web for PHP 8.3 breaking changes, specifically regarding exception handling and the Throwable interface, to compare with PHP 8.2.", "exact": [], "after": [], "scores": { "git_status": 0, "wai...
{ "task_id": "5f5d5a190d5e4027", "repo": "slim", "split": "train", "archetype": "dependencies", "prompt_group": "slim:de072ca71bb9", "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
10
b37843dd-7301-4d8a-a320-ff4a43962b74
b37843dd-7301-4d8a-a320-ff4a43962b74
3ee10ceb-bdd9-47fb-8991-c44382096535
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": "We need to update the CI config to include PHP 8.3 in the test matrix.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "web_search", "find", "request_tools", "summarize" ], ...
{ "tools": [ "edit", "replace_lines", "write" ], "requests": [ { "need": "editing files with exact spans", "exact": [], "after": [ "replace_lines", "write" ], "scores": { "git_show": 0, "page_close": 0, "git_checkout": 0, ...
{ "task_id": "5f5d5a190d5e4027", "repo": "slim", "split": "train", "archetype": "dependencies", "prompt_group": "slim:de072ca71bb9", "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
b3911790-6615-41a6-95ab-e7ba2f5bad93
b3911790-6615-41a6-95ab-e7ba2f5bad93
305f2cb0-dc42-4d6c-90d3-287f1260682f
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'm trying to understand the recommended migration path from `clap 3` to `clap 4` for the CLI argument parsing. Can you find the official migration guide for clap and summarize the breaking changes we might face with our current `src/cli.rs` setup? Specifically regarding subcommand...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search and fetching web pages for research", "exact": [], "after": [], "scores": { "jq_edit": 0, "git_stash": 0, "git_restore": 0, "view_image": 0, "wc": 0, "web_search": 4, ...
{ "task_id": "6e13b27ec2e9a5bf", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:f53527caceea", "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
b3911790-6615-41a6-95ab-e7ba2f5bad93
b3911790-6615-41a6-95ab-e7ba2f5bad93
16429784-b3c1-4b84-be79-0bad83634de4
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": "Once you have the summary, highlight any specific APIs in `src/cli.rs` that use the old patterns so I can prioritize the updates.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "web_sear...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "6e13b27ec2e9a5bf", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:f53527caceea", "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
b3b07c79-5a05-45d2-8122-207e16729bfc
b3b07c79-5a05-45d2-8122-207e16729bfc
af9c6860-dd6d-48d1-989d-69b3db916b37
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 see we have a lot of duplicate code in Slim/Factory/Psr17/GuzzlePsr17Factory.php, Slim/Factory/Psr17/HttpSoftPsr17Factory.php, Slim/Factory/Psr17/LaminasDiactorosPsr17Factory.php, Slim/Factory/Psr17/NyholmPsr17Factory.php, and Slim/Factory/Psr17/SlimPsr17Factory.php. They all bas...
{ "tools": [ "command", "write" ], "requests": [ { "need": "write two files: create a new PHP trait file and rewrite an existing PHP file in Slim/Factory/Psr17/", "exact": [ "write" ], "after": [ "command" ], "scores": { "command_output": 0, ...
{ "task_id": "4d4e3ce9525e4cfc", "repo": "slim", "split": "train", "archetype": "refactor", "prompt_group": "slim:2ea4dced217f", "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
b3cc32a5-8180-423d-88bc-0c977cd8a7bc
b3cc32a5-8180-423d-88bc-0c977cd8a7bc
57f2831e-245b-4da8-9324-c8168a1a0235
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": "Looking at `axum/src/docs/middleware.md`, I see it mentions using `tower::Service`. How does this differ from a typical 'middleware' stack in other frameworks like Express or Go's Gin? Specifically, how does error handling propagate through tower middleware versus axum extractors?"...
{ "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": "8b0c863d2efebc20", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:c02a68700c67", "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
b3d3ced4-845f-4740-a9c1-0ee221b27c37
b3d3ced4-845f-4740-a9c1-0ee221b27c37
f2f46e9f-c9bb-4d1d-8fa9-51df8d540049
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is the strictness check for unpaired surrogates implemented? I see commit 8b4b550 mentions rejecting them but I can't find the code.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-rec...
{ "task_id": "b2cfb475db6f8c41", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:e04190badfa7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
b3e328eb-6081-4f21-a8fd-f18789c4b1d6
b3e328eb-6081-4f21-a8fd-f18789c4b1d6
57b30625-5bf7-4278-ba25-10bf8962945a
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "find all TODO comments in 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": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "13944b9f23a603f6", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:790370befb4f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
b3e328eb-6081-4f21-a8fd-f18789c4b1d6
b3e328eb-6081-4f21-a8fd-f18789c4b1d6
5fe94d9a-531c-4ce2-9383-08594dab5269
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Group them by file", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep" ], "loaded": [ "grep" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "13944b9f23a603f6", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:790370befb4f", "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
b3e328eb-6081-4f21-a8fd-f18789c4b1d6
b3e328eb-6081-4f21-a8fd-f18789c4b1d6
7dd66a86-24fb-4caf-a907-491cb40167f4
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "List any TODOs in the binding package", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep" ], "loaded": [ "grep" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "13944b9f23a603f6", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:790370befb4f", "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
b3e6a0c4-c472-4cfc-8df1-9c7fd5215306
b3e6a0c4-c472-4cfc-8df1-9c7fd5215306
d70776ba-b90c-407a-ba3c-c84ce96d6a86
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the difference between Thor::Group and Thor::Base? I know Thor::Group is better for bundling commands, but are there any technical limitations or performance reasons to use one over the other for a CLI tool?", "root_count": 1, "posture": "build", "workers_in_f...
{ "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": "9e31271718b65170", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:3e8ebd6b80eb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
b4751afc-fea7-4127-9d87-0ce9d2cb7e11
b4751afc-fea7-4127-9d87-0ce9d2cb7e11
6b30d979-9088-40f1-977c-af6c826ca4c5
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": "Hi, I'm preparing for the next release. What is the current version number defined in cobra.go? Please bump it to the next patch version (assuming we're doing a bug fix release) and update the CHANGELOG if there is one, or just the version constant.", "root_count": 1, "posture"...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "1b3b0ef82fafaa2b", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:d1faf0d28977", "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
b4751afc-fea7-4127-9d87-0ce9d2cb7e11
b4751afc-fea7-4127-9d87-0ce9d2cb7e11
c0c169df-3cc2-498d-a179-192e60402309
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the diff for the version bump.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "ask_user", "list_dir", "grep", "read", "glob_find" ], "loaded": [ "ask_u...
{ "tools": [ "command" ], "requests": [ { "need": "Run git commands to list tags and check the current version", "exact": [], "after": [], "scores": { "command_output": 0, "wait": 0, "view_video": 0, "verify": 0, "capture_page": 0, "p...
{ "task_id": "1b3b0ef82fafaa2b", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:d1faf0d28977", "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
b4751afc-fea7-4127-9d87-0ce9d2cb7e11
b4751afc-fea7-4127-9d87-0ce9d2cb7e11
3804d037-3575-4375-8022-4c78571dc310
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": "Ok, please commit this.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "request_tools", "list_dir", "read", "skills_read", "command", "ask_user", "glob_find" ],...
{ "tools": [ "git_branches", "git_status" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-...
{ "task_id": "1b3b0ef82fafaa2b", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:d1faf0d28977", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
b492e2c2-f5cd-4eab-a3aa-c2e1b60bebf1
b492e2c2-f5cd-4eab-a3aa-c2e1b60bebf1
30e30e5c-3c88-4dbd-a893-0951ce700399
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": "Parse `CHANGELOG.md` and count the number of Bug Fixes vs Features in the last 50 entries. Output the stats as a small JSON object.\n\nAlso, identify the most recent version tag mentioned in the file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface":...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "38c835a100be2ebd", "repo": "gin", "split": "train", "archetype": "data_files", "prompt_group": "gin:3d566534fee4", "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
b492e2c2-f5cd-4eab-a3aa-c2e1b60bebf1
b492e2c2-f5cd-4eab-a3aa-c2e1b60bebf1
83525091-a1e6-48f1-bfd8-2bc479f6322c
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": "Extract the list of all PR numbers referenced in the last 10 bug fixes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "38c835a100be2ebd", "repo": "gin", "split": "train", "archetype": "data_files", "prompt_group": "gin:3d566534fee4", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
b492e2c2-f5cd-4eab-a3aa-c2e1b60bebf1
b492e2c2-f5cd-4eab-a3aa-c2e1b60bebf1
32ccc9db-8848-4190-a6c9-4580723cad08
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": "Create a summary of the top 3 categories of bugs fixed recently.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "38c835a100be2ebd", "repo": "gin", "split": "train", "archetype": "data_files", "prompt_group": "gin:3d566534fee4", "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
b4a1362c-1b15-426d-b3ff-b1fd64ad7955
b4a1362c-1b15-426d-b3ff-b1fd64ad7955
60b1f41f-4915-442b-ab06-d9d9df936934
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 check on all dependencies to see if any are deprecated. if we have any, let me know so we can plan a replacement.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "fetch_url", "http_request" ], "requests": [ { "need": "fetch_url to query npm registry for deprecation status of each dependency", "exact": [ "fetch_url" ], "after": [ "fetch_url" ], "scores": { "command_stop": 0, "mkdir...
{ "task_id": "fe2abfffecc99205", "repo": "axios", "split": "train", "archetype": "dependencies", "prompt_group": "axios:889094572e11", "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
b4c32080-f6a1-4227-ba99-006fcd72fc85
b4c32080-f6a1-4227-ba99-006fcd72fc85
a843a634-4464-424b-9cc7-45911c012374
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": "Can you refactor `httpx/_transports/default.py` to use `httpcore`'s native pooling features more effectively? I want to see if we can reduce connection establishment overhead for high-concurrency scenarios.\n\nPlease:\n1. Analyze the current `HTTPTransport` implementation.\n2. Chec...
{ "tools": [ "command", "write" ], "requests": [ { "need": "Run shell commands to check httpcore version/API and create/run a benchmark script for connection pooling", "exact": [], "after": [ "write" ], "scores": { "secret_list": 0, "source_history...
{ "task_id": "80438c92a2710fe8", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:361ba9fe41a9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
b4cae912-c797-48ed-974f-3b1470c6cf5b
b4cae912-c797-48ed-974f-3b1470c6cf5b
554afdc4-fd73-420a-9f83-f7fddb6f7aa7
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": "How does the shell completion generation work? Specifically, can you explain the flow starting from `shell_completions.go`?", "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": "90d1d2b9dd959c4c", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:1f2f984afc89", "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
b4f3c448-ac76-4a63-8d58-e58071bfd83c
b4f3c448-ac76-4a63-8d58-e58071bfd83c
b59f606f-c6fa-41c2-93be-70089851285c
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": "Wer hat die letzten Änderungen an der `bash_completions.go` vorgenommen und warum?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_log", "git_show", "source_history" ], "requests": [ { "need": "investigate code history: git_log, git_blame, source_history tools for tracing who changed bash_completions.go and why", "exact": [ "git_blame", "git_log", "source_...
{ "task_id": "cebc7f20805efbbb", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:8588b00cc0a1", "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
4
b4f3c448-ac76-4a63-8d58-e58071bfd83c
b4f3c448-ac76-4a63-8d58-e58071bfd83c
2e7805ba-7426-41cf-9cd1-4c568cdc192a
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": "Zeig mir die Commit-Nachricht von der letzten Änderung an dieser Datei.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_show", "git_blame", "git_log", "request_tools", "source_hi...
{ "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": "cebc7f20805efbbb", "repo": "cobra", "split": "train", "archetype": "git_history", "prompt_group": "cobra:8588b00cc0a1", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
b515aa7f-3eb8-43f4-9e25-4f7bf7fc8f67
b515aa7f-3eb8-43f4-9e25-4f7bf7fc8f67
bc0f1f24-f18a-4661-883f-78687be49b9c
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 stuck. I've been waiting for the local postgres container for the `examples/diesel-postgres` example to be ready for 5 minutes. Check if the database is up and reachable.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "Run shell commands to check docker containers, connectivity to postgres port 5432, and inspect running postgres instance", "exact": [], "after": [ "command" ], "scores": { "secret_list": 0, "terminal_r...
{ "task_id": "d001a51721eb3ebe", "repo": "axum", "split": "train", "archetype": "ops", "prompt_group": "axum:5641d4ac3695", "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
b5327ca9-6c4a-4fc8-b4f4-a56d8e931c1f
b5327ca9-6c4a-4fc8-b4f4-a56d8e931c1f
3b5ee93c-1c2f-4ecb-9852-de1577f510b0
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": "Run prettier on the lib directory and commit the formatting changes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_commit", "git_status", "terminal_open" ], "requests": [ { "need": "run shell commands like npx prettier and git", "exact": [], "after": [ "terminal_open" ], "scores": { "terminal_read": 3, "edit": 0, "gi...
{ "task_id": "1f00acf4f7cfff55", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:d40adc74044b", "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
b5327ca9-6c4a-4fc8-b4f4-a56d8e931c1f
b5327ca9-6c4a-4fc8-b4f4-a56d8e931c1f
95522d0c-89ad-4143-8882-4ab026acb452
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you verify the tests still pass after these changes?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "git_status", "git_commit", "command", "request_tools", ...
{ "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": "1f00acf4f7cfff55", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:d40adc74044b", "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
b538dad7-4d04-4d9d-903d-11014dd6df79
b538dad7-4d04-4d9d-903d-11014dd6df79
c68bed08-3171-484f-84e0-263823ce03c4
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to implement a color-coded output for my CLI. I see there's a Thor::Shell::Color class. Is it automatically used if the terminal supports colors, or do I need to explicitly configure it?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "i...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "842ebcae850a405b", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:fc686f44709a", "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
b54a02f8-72e7-4985-8112-53b82fec2f53
b54a02f8-72e7-4985-8112-53b82fec2f53
72c17f64-fc1a-4ed6-b417-09466b52048c
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm cleaning up `src/flask/app.py` and noticed a lot of direct calls to `self._get_error_handler` in the view dispatch logic. This pattern is repeated in `src/flask/blueprints.py` and `src/flask/views.py` as well.\n\nCan you refactor this to ensure we're consistently using a centra...
{ "tools": [ "edit", "terminal_open" ], "requests": [ { "need": "file editing, code changes, git operations, and running tests", "exact": [], "after": [], "scores": { "terminal_close": 1, "view_image": 0, "page_close": 0, "git_checkout": 3, ...
{ "task_id": "559d2cf8f78358e8", "repo": "flask", "split": "train", "archetype": "refactor", "prompt_group": "flask:cc5c0608bc6b", "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
b58fa49f-1715-4880-8f8c-837459e0aeac
b58fa49f-1715-4880-8f8c-837459e0aeac
1e59db28-90c4-4260-9f0d-00b9b1602747
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": "Find all usages of `g` in the main flask source files (excluding tests). I'm trying to understand the scope and lifecycle of the application request globals.", "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": "c7d713e89f1822a8", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:feb1ad218b0f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
b58fa49f-1715-4880-8f8c-837459e0aeac
b58fa49f-1715-4880-8f8c-837459e0aeac
8fdaa63e-12b4-4da3-86c6-88f9de6fee31
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": "How does `g` interact with `@app.before_request`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "c7d713e89f1822a8", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:feb1ad218b0f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
b58fa49f-1715-4880-8f8c-837459e0aeac
b58fa49f-1715-4880-8f8c-837459e0aeac
58f7f2f2-f485-419f-b28b-127bdfc8db4b
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Is there a public API docs link I missed?", "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": "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": "c7d713e89f1822a8", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:feb1ad218b0f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
b5d93e73-7b0f-46b4-a246-bf04a5ca0a99
b5d93e73-7b0f-46b4-a246-bf04a5ca0a99
eb182d5c-1f86-4a17-bda6-209dc551f2f6
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "J'ai oublié de mettre à jour la version dans `Cargo.toml` et `CHANGELOG.md` après la dernière merge. Peux-tu incrémenter la version mineure (10.6.0), ajouter une entrée générique dans le CHANGELOG pour aujourd'hui, et m'assurer que le build est propre ensuite ?", "root_count": 1,...
{ "tools": [ "command", "edit" ], "requests": [ { "need": "edit tool to modify Cargo.toml and CHANGELOG.md", "exact": [ "edit" ], "after": [ "command" ], "scores": { "view_video": 0, "diff": 1, "secret_list": 0, "view_...
{ "task_id": "067eaa557f4b60f5", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:1606b65bb704", "lang": "fr", "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
b5dd1aee-b715-4ffd-b276-a7dbbab29625
b5dd1aee-b715-4ffd-b276-a7dbbab29625
a5bbc07e-f8b6-446b-b53c-15e93fd00dfe
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to bump the version in package.json for the next release. It's currently 4.19.x, let's bump it to 4.19.2. Don't commit yet, just show me the diff.", "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": "050fe32d89a3e5f0", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:e70f56227e48", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
b5f61f4f-22f3-488c-a771-63e0f7baf2f1
b5f61f4f-22f3-488c-a771-63e0f7baf2f1
38faa0bd-b685-4c20-b670-0989349f9869
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Look at lib/thor/parser/options.rb. How are options parsed when they are passed via the CLI?", "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": "54e62754e0e0881c", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:1e6e141835a1", "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
26
b5f61f4f-22f3-488c-a771-63e0f7baf2f1
b5f61f4f-22f3-488c-a771-63e0f7baf2f1
2f888219-b74e-48a6-a85e-410d133da5d3
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Is there a difference in how it handles boolean flags vs values?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "54e62754e0e0881c", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:1e6e141835a1", "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
27
b5f61f4f-22f3-488c-a771-63e0f7baf2f1
b5f61f4f-22f3-488c-a771-63e0f7baf2f1
3934fd4f-8e65-431c-99e4-cf7688d727e5
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does it support long/short flag aliases?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "54e62754e0e0881c", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:1e6e141835a1", "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
16
b5f98417-71e9-428a-8660-f90cb09ed1f4
b5f98417-71e9-428a-8660-f90cb09ed1f4
874835ef-ef4a-46c9-b22a-44b5adc922b2
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": "Check `src/flask/json/provider.py`. I need to know how custom JSON encoders are implemented in the current version of Flask.", "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": "ea5136ecb8b21eb2", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:6505824ce71c", "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
b649296c-08fa-4a36-8cef-80baeffa68c5
b649296c-08fa-4a36-8cef-80baeffa68c5
ae8b1486-92b4-4088-b9ec-8e0345acfffb
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": "Start the built-in PHP server for the Slim app using the example in the README so I can manually test the /hello endpoint. Keep the process running in the background so I can run curl commands against it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surfa...
{ "tools": [ "command", "command_output", "http_request", "mkdir", "write" ], "requests": [ { "need": "run a shell command and a persistent terminal session", "exact": [ "command" ], "after": [ "mkdir", "write", "http_request", ...
{ "task_id": "24e5df71a40a9b4e", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:9f764555ae4d", "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
b6c69570-d4f4-4e37-a7de-7676ed5cd062
b6c69570-d4f4-4e37-a7de-7676ed5cd062
8d8daff7-de78-4bae-acba-3783a9f86c38
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 need to understand how the framework handles context copying. Specifically, where is the `Copy()` method defined and what fields does it copy? Is the `Errors` field included?", "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": "a747608b482643be", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:d4643a8899b9", "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
b6c69570-d4f4-4e37-a7de-7676ed5cd062
b6c69570-d4f4-4e37-a7de-7676ed5cd062
22e30d1f-b65d-4435-a278-da6943981b14
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": "Does it handle the `Accepted` field as well?", "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": "a747608b482643be", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:d4643a8899b9", "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
b6c69570-d4f4-4e37-a7de-7676ed5cd062
b6c69570-d4f4-4e37-a7de-7676ed5cd062
7ba6b716-3fff-495e-afcb-4e6aa6a93462
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": "Why was the mutex lock added in recent commits for Keys?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ...
{ "tools": [ "git_blame", "git_log", "git_show" ], "requests": [ { "need": "git history and blame tools to investigate code changes", "exact": [], "after": [ "git_blame", "git_show" ], "scores": { "answer_decision": 0, "chown": 0, ...
{ "task_id": "a747608b482643be", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:d4643a8899b9", "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
66d9c3d5-ff7a-4523-ab86-3ea47b69eb40
b6e4dfc7-d642-4357-aedb-76ca25391c41
1a5ef050-4e98-4fe9-a3b2-0ea67973700c
worker
implement
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "List all files in axum-macros/tests/debug_handler/fail/ and audit the .stderr files for missing_test annotations.", "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": true, ...
{ "task_id": "3f7122f683eb9a96", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:a38fbfbcb848", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
eb6d0c96-1b8e-4503-a661-1e506fb23457
b6e4dfc7-d642-4357-aedb-76ca25391c41
43ec9659-fc68-4dc7-b334-740983feca8c
worker
explore_readonly
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Audit every .stderr file in axum-macros/tests/debug_handler/fail/. For each file: 1) confirm the matching .rs file exists, 2) read and report the full content, 3) note whether it contains a 'missing_test' annotation, 4) assess whether the error messages are clear and follow the project'...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "3f7122f683eb9a96", "repo": "axum", "split": "train", "archetype": "multi_part", "prompt_group": "axum:a38fbfbcb848", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
b6e96bd1-585c-420e-9543-38bce7746bf4
b6e96bd1-585c-420e-9543-38bce7746bf4
e013126f-ac46-45d2-8278-f77865045cbe
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, I'm getting a TypeError when trying to verify ssl certs with a custom CA bundle. The traceback points to `requests/certs.py` but I need to understand why. Can you check how the `cacert` path is resolved and if there's any fallback mechanism?", "root_count": 1, "posture": "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "diagnose-a-tls-failure" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true...
{ "task_id": "7db94d89109d16fd", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:6002ca7df1ea", "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
b6ed7963-9f00-4d39-9535-98d3315d10ec
b6ed7963-9f00-4d39-9535-98d3315d10ec
c75a5df7-b16f-4ebc-acd6-36f77cdf2d81
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": "Can you look up the Gson troubleshooting guide for Android? I'm getting runtime crashes like 'java.lang.NoSuchFieldException' after enabling R8 shrinking, even though I thought I added the right proguard rules. What does the official recommendation say about `ReflectionAccessFilter...
{ "tools": [ "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-di...
{ "task_id": "a7f69e58e243117d", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:4bb638017c5c", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
b6f51104-5c5c-4a62-ae05-042756d3725f
b6f51104-5c5c-4a62-ae05-042756d3725f
9e6321cf-d81f-44ff-b7e4-bc10a0ff7430
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": "Where is the `Bind` method actually implemented in the Gin codebase? I need to know which file handles the JSON and form binding logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "7e04b641ee9a9c1d", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:60baaf0b3544", "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
b704f436-868f-4883-a269-0db6a864e76a
b704f436-868f-4883-a269-0db6a864e76a
d62c7a1c-7f37-48ef-ba79-bba3db104b7c
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": "The project claims to be POSIX-compliant for flags. Does that mean it strictly adheres to the Single Unix Specification, or just standard GNU getopt 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": "71a25a35a309867d", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:732f883cea95", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
b71d1d67-a0bb-4934-8aab-c5b746de0f57
b71d1d67-a0bb-4934-8aab-c5b746de0f57
903aaf34-77b6-4624-b70e-5a5aa33ee669
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting `RuntimeError: working outside of application context` in my unit tests when I try to access `current_app`. The Flask docs say I need to push a context, but I'm using `with app.test_client()` and still hitting this in a helper function. Can you explain how the test clie...
{ "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": "255480671a8a85d0", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:fd83618d2de4", "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
b76861d1-0169-4527-9ff3-db09a6376986
b76861d1-0169-4527-9ff3-db09a6376986
4b79a8b9-54de-476e-9c6f-f79e3704e299
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": "Can you add a benchmark script to measure the parsing performance of Thor::Parser::Arguments? I want to see how long it takes to parse 10k large argument sets before and after the recent optimization PR. Put it in `bin/bench_parse`.", "root_count": 1, "posture": "build", "wor...
{ "tools": [], "requests": [ { "need": "write tool to create bin/bench_parse benchmark script file", "exact": [ "write" ], "after": [ "command" ], "scores": { "git_compare": 0, "git_commit": 0, "code_rewrite": 0, "page_act": 0, ...
{ "task_id": "c336d3bc5620eeba", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:598a8d1df9db", "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
15
b7971b68-01c1-4a4b-92d4-80ee32e7c392
b7971b68-01c1-4a4b-92d4-80ee32e7c392
428c5f98-0758-49ce-9c6e-a195fc5c1f45
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 Flask's templating engine handle variable escaping by default? I saw a commit mentioning 'case-insensitive comparison' for autoescape, but I need to know if I can disable it globally for specific templates like 'mail.txt'.", "root_count": 1, "posture": "build", "work...
{ "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": "e4be0785445d45d8", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:39b80c5eaaf7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
b81128b4-6dca-419d-aad9-dd07963f3e2b
b81128b4-6dca-419d-aad9-dd07963f3e2b
aa523d3f-c258-40ae-9603-cd47a5bffcd4
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": "Can you look at `examples/hello-world/index.js` and explain why it's considered the bare minimum for an Express app? I want to understand what imports are essential versus what can be stripped out for a minimal server.", "root_count": 1, "posture": "build", "workers_in_flight...
{ "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": "fbb2d20aabc09bfd", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:644f7b4b59cc", "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
b81128b4-6dca-419d-aad9-dd07963f3e2b
b81128b4-6dca-419d-aad9-dd07963f3e2b
028cc7a7-7b69-4956-9aee-9a85c29b5209
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": "What's the difference between calling `app.listen(port)` and using the standalone `express()` callback style shown in some older docs?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", ...
{ "tools": [ "web_search" ], "requests": [ { "need": "web_search", "exact": [ "web_search" ], "after": [], "scores": { "view_image": 0, "source_history": 0, "verify": 0, "terminal_close": 0, "secret_revoke": 0, "terminal...
{ "task_id": "fbb2d20aabc09bfd", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:644f7b4b59cc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
b81128b4-6dca-419d-aad9-dd07963f3e2b
b81128b4-6dca-419d-aad9-dd07963f3e2b
9f423287-33c4-4274-938b-49226271f07e
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": "In `lib/express.js`, is there any difference between creating an app via `express()` and `express()()`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "request_tools", "summari...
{ "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": "fbb2d20aabc09bfd", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:644f7b4b59cc", "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
b832e56f-42c8-434a-a6e0-0dc9e736c0e9
b832e56f-42c8-434a-a6e0-0dc9e736c0e9
d7584d4b-3bb0-4512-ac03-79b2533dc187
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at lib/defaults/transitional.js. Why does the default behavior for `silentJSONParsing` and `forcedJSONParsing` exist? It seems like JSON should always be parsed automatically. What is the historical context or edge case this was meant to fix?", "root_count": 1, "pos...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "investigate-code-history" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": ...
{ "task_id": "3a793920f01570de", "repo": "axios", "split": "train", "archetype": "question", "prompt_group": "axios:58cf9ceefd7b", "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
b875338d-89d7-4918-8448-069cbabf5af2
b875338d-89d7-4918-8448-069cbabf5af2
4a8d1d95-bff7-46c3-b0e6-6982858fad0d
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a warning in our CI about `golangci-lint` excluding presets. The commit `c8289c1` mentions this. Can you find the docs for golangci-lint v2 that explain what these new exclusion presets are? I need to know if we're missing something critical.", "root_count": 1, "post...
{ "tools": [ "fetch_url", "git_show", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research golangci-lint v2 exclusion presets documentation", "exact": [ "fetch_url", "web_search" ], "after": [ "web_search", "fetch_url...
{ "task_id": "d6a98ba91fd53345", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:46dd11875b33", "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
b880c357-8f60-4d23-b522-d0e0914a35f2
b880c357-8f60-4d23-b522-d0e0914a35f2
8a2e8645-7a89-4762-8e34-47ef5dd98f99
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": "Peux-tu vérifier si une mise à jour des dépendances dans le Gemfile pourrait casser quoi que ce soit ? Regarde surtout les versions actuelles par rapport aux dernières releases.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate...
{ "tools": [ "command", "task", "web_search" ], "requests": [ { "need": "run shell commands like bundle outdated", "exact": [], "after": [ "task", "web_search" ], "scores": { "wait": 0, "page_snapshot": 0, "measure_page": 0, ...
{ "task_id": "607ba9e08a6d7d93", "repo": "thor", "split": "train", "archetype": "dependencies", "prompt_group": "thor:346e3467a71a", "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" }