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
6
6631f769-a09f-4970-9fb2-0d4faddf67aa
6631f769-a09f-4970-9fb2-0d4faddf67aa
28d021ba-67e8-4891-93e7-82c1daaef0a4
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "帮我启动开发服务器,我需要在本地调试一下路由注册逻辑。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_open" ], "requests": [ { "need": "execute shell commands and manage a terminal session", "exact": [], "after": [], "scores": { "fetch_url": 0, "verify": 1, "page_act": 0, "survey_repo": 0, "source_history...
{ "task_id": "0b4533e91a8f6157", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:66c28da894f5", "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
10
66990d57-8f4b-4013-a01e-4065ac9564a3
66990d57-8f4b-4013-a01e-4065ac9564a3
e6e563be-ef45-4487-8059-7c8896a8ad3d
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": "The error message `werkzeug.routing.BuildError: Could not build url for endpoint 'user.profile'` is showing up. I know this comes from Werkzeug's routing module. Can you link me to the Werkzeug docs on `build_error_handler`? I want to customize this error instead of just getting a ...
{ "tools": [ "web_search" ], "requests": [ { "need": "search the web for Werkzeug documentation on build_error_handler", "exact": [], "after": [], "scores": { "secret_generate": 0, "page_close": 0, "extract_archive": 0, "fetch_url": 3, "delet...
{ "task_id": "b49d3ad9996895a7", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:70bec1498fb9", "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
66a6fafa-cd31-4607-8919-053ec1b8ee19
66a6fafa-cd31-4607-8919-053ec1b8ee19
653887de-3969-4982-8f91-8837e1dbdeca
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": "Find me all usages of `tower::Service` in the `axum/src/routing` directory. I'm trying to understand how the router bridges axum handlers to the tower ecosystem.", "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": "34cfd1ec3b718ece", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:ca1be5733623", "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
66df27e4-78c7-4bcd-9e3c-1e41da66f7d2
66df27e4-78c7-4bcd-9e3c-1e41da66f7d2
39b54f04-7e0f-40b7-8617-6678a84cfda1
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "J'ai reçu un rapport de sécurité sur Slim Framework. Peux-tu examiner le fichier `Slim/Error/Renderers/JsonErrorRenderer.php` pour vérifier s'il y a des failles liées à l'injection de JSON ou à la gestion de chaînes UTF-8 invalides ? Je me souviens qu'il y a eu des commits récents ...
{ "tools": [ "command", "git_log", "git_show" ], "requests": [ { "need": "git_log, git_show, git_blame for investigating commits df489a9 and ddafc0f in Slim/Error/Renderers/JsonErrorRenderer.php", "exact": [ "git_blame", "git_log", "git_show" ], "aft...
{ "task_id": "566fac48fbc15549", "repo": "slim", "split": "train", "archetype": "security", "prompt_group": "slim:74944e1dd893", "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
5
66e731d0-258c-44b3-a93c-f81e804e3cdd
66e731d0-258c-44b3-a93c-f81e804e3cdd
18f8626a-2c86-4494-8e46-8429346cf27f
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I want to use `fd` in a CI pipeline. Are there any flags that make the output more suitable for scripting, instead of the colorful, interactive output?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-too...
{ "task_id": "26694ff6d5d34a44", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:203262946bb1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
66f71b48-1bd3-473c-8319-8bf75fb3fd9b
66f71b48-1bd3-473c-8319-8bf75fb3fd9b
afc9d57c-0dc0-4264-af3d-4a2ab562299c
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, I'm trying to audit our dependencies and I noticed `deny.toml` in the root. Can you parse this file and list out all the crates that are currently marked as `deny = true` or `deny = { reasons = ... }`? I need a simple list of their names and the reason provided for each.", "...
{ "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": "2e26341090346d38", "repo": "axum", "split": "train", "archetype": "data_files", "prompt_group": "axum:76d04b30f22c", "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
66f71b48-1bd3-473c-8319-8bf75fb3fd9b
66f71b48-1bd3-473c-8319-8bf75fb3fd9b
9c9d75a9-4371-4988-a40d-7c43d3149ad7
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Okay, check `Cargo.lock` in the `examples` directory to see if any of those denied crates are actually present there, even transitive dependencies.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "re...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "2e26341090346d38", "repo": "axum", "split": "train", "archetype": "data_files", "prompt_group": "axum:76d04b30f22c", "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
66f71b48-1bd3-473c-8319-8bf75fb3fd9b
66f71b48-1bd3-473c-8319-8bf75fb3fd9b
c9fef22f-9979-47d8-94b0-0a03bbb8738b
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": "Now do a similar check for the main `axum` crate's `Cargo.toml` to ensure no new features might pull in those denied crates.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read" ], ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "2e26341090346d38", "repo": "axum", "split": "train", "archetype": "data_files", "prompt_group": "axum:76d04b30f22c", "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
6703f9eb-56ea-4374-b6d5-db82d3fad6f9
6703f9eb-56ea-4374-b6d5-db82d3fad6f9
19bfb97b-2ede-4cce-9754-ea8b09483599
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": "Executa o linter (clippy) no crate `axum` todo. Tem gente reclamando de estilo no `src/routing/path_router.rs` e quero garantir que está limpo antes de fazer o PR.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "execute a shell command to run cargo clippy", "exact": [ "command" ], "after": [], "scores": { "survey_repo": 0, "answer_decision": 0, "capture_page": 0, "jq": 0, "scan_summary"...
{ "task_id": "e8ec0cbecc54ff03", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:282ca76ac430", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
6712702f-2e2c-4e8a-8db0-ece26c4764fe
6712702f-2e2c-4e8a-8db0-ece26c4764fe
1ee290af-bb8e-4cef-8361-576232d80991
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": "Please run the full smoke test suite for the ESM build. I suspect the new interceptors might be breaking something in the child process execution.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run npm build, npm pack, npm install, and vitest smoke tests in a shell", "exact": [ "command" ], "after": [], "scores": { "stat": 0, "page_open": 0, "chown": 0, "replac...
{ "task_id": "697d0f8c56303021", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:0324f3ca38f9", "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
673fec4d-d6bb-4d89-aa42-750e5eacd1a2
673fec4d-d6bb-4d89-aa42-750e5eacd1a2
d81e725c-c467-4688-adde-804ab8b4d975
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 noticed Thor uses Open-URI for file and URL access. You mentioned in the README that this is a security risk if used with user input. Can you clarify exactly what vectors are open if I'm not careful? I'm building a tool that downloads templates.", "root_count": 1, "posture": ...
{ "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": "92556fb4bb3e903a", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:10466c8ba0d4", "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
67549d62-b104-416f-a50f-7e0aa19ae8c8
67549d62-b104-416f-a50f-7e0aa19ae8c8
a4c4fd91-d441-4a00-b826-195b1a81fa38
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": "Recovery middleware is not capturing panics that happen inside a recovered panic handler. \n\nIn `recovery.go`, if I have a custom panic handler that itself panics, the second panic crashes the server instead of being logged and recovered. \n\nTrace:\n```\nRecovery caught panic: or...
{ "tools": [ "edit", "replace_lines", "verify" ], "requests": [ { "need": "file mutation: replace_lines to edit recovery.go", "exact": [ "edit", "replace_lines" ], "after": [ "replace_lines", "verify" ], "scores": { "chmod...
{ "task_id": "c1ab5715552d4c24", "repo": "gin", "split": "train", "archetype": "bugfix", "prompt_group": "gin:49e94417c6db", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
6787ad57-5678-43fa-a042-0947fe18a96b
6787ad57-5678-43fa-a042-0947fe18a96b
16f6a2b8-f33f-4c17-a391-af0f26bdf48b
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've finished refactoring `src/requests/utils.py` and `src/requests/sessions.py`. Can you split my current uncommitted changes into two logical commits and commit them?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_status" ], "requests": [ { "need": "git_status, git_diff, git_commit to inspect and stage uncommitted changes, and git_log to see recent commit conventions", "exact": [ "git_commit", "git_diff", "git_log", "git_status" ], "after": [...
{ "task_id": "33f6308d5bc23f39", "repo": "requests", "split": "train", "archetype": "commit", "prompt_group": "requests:fb19ac1f2ce1", "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
67c489c7-c553-4905-846c-8c127a33b889
67c489c7-c553-4905-846c-8c127a33b889
de59b48e-60a2-4241-a6f8-961697b884f7
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a unit test to `gson/src/test/java/com/google/gson/JsonArrayTest.java` that checks if adding a `JsonNull` object works correctly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "edit", "wait" ], "requests": [ { "need": "run maven commands to test the project", "exact": [], "after": [ "edit" ], "scores": { "scan_list": 0, "move": 0, "process_signal": 0, "edi...
{ "task_id": "47829e4a9b7eabff", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:ab93726edd06", "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
6804b4a7-2d21-479a-a052-e4b0cb96f350
6804b4a7-2d21-479a-a052-e4b0cb96f350
379a99ea-a716-4023-b1c5-5cf5d91019c4
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": "Go to https://www.python.org/ and take a screenshot or describe the current version banner. I need to confirm they've updated the download page for Python 3.10+ support as mentioned in the README. Also check if the PSF logo link in the footer is still valid.", "root_count": 1, ...
{ "tools": [ "fetch_url", "page_open" ], "requests": [ { "need": "browser automation to open https://www.python.org/, take a screenshot, and inspect elements like the version banner, download links, and footer links.", "exact": [], "after": [ "page_open" ], "score...
{ "task_id": "114e16a42460b57a", "repo": "requests", "split": "train", "archetype": "web", "prompt_group": "requests:8d2fc9b7d0ec", "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
681abcd4-ec91-470e-809e-f764b4a63a6e
681abcd4-ec91-470e-809e-f764b4a63a6e
de396de9-547d-4d58-ba1b-8a63aeb92dd2
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at the doc generation files (man, md, rest, yaml). When I generate documentation for a command with subcommands, does it automatically flatten the hierarchy or keep the nested structure?", "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": "75a7f297dab94548", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:4a2e8e86f06d", "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
68691411-eaa3-48e5-a591-0486ec016785
68691411-eaa3-48e5-a591-0486ec016785
0baaeec9-8eb5-4ef6-9dc9-9dc2c899bcd7
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": "What are the main differences between the types defined in `httpx/_types.py` and the actual implementation in `httpx/_models.py`?", "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": "7241bcd8efdd53d9", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:2d8477c500c4", "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
29
686ed9c2-7c8e-4194-8425-4cd315dce56f
686ed9c2-7c8e-4194-8425-4cd315dce56f
b766539e-e5a5-4c4e-884e-edfdd44bf1f9
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've been working on a fix for `lib/helpers/combineURLs.js` but it's a mess. Can you look at my current changes, split them into two logical commits (one for the fix and one for updated tests), and then commit them?", "root_count": 1, "posture": "build", "workers_in_flight": ...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "run shell commands like git status, git add, and git commit", "exact": [], "after": [ "git_status", "git_diff" ], "scores": { "process_signal": 0, "git_blame":...
{ "task_id": "f2d8950924e07875", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:160d2127095b", "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
3
687067de-033e-4e29-a27e-f924453dcd4e
687067de-033e-4e29-a27e-f924453dcd4e
960997e9-9b7c-40c0-9e34-87a9c7565e35
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does the recovery middleware work under the hood? I see recovery.go uses defer/recover. If a handler panics, does it stop the entire server or just that request? Also, how are the recovered panics exposed to the client via c.Errors?", "root_count": 1, "posture": "build", ...
{ "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": "4c193ffc1fdae93a", "repo": "gin", "split": "train", "archetype": "question", "prompt_group": "gin:f9a001a98d01", "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
68772531-3d72-4c18-a993-03644d2255bb
68772531-3d72-4c18-a993-03644d2255bb
a3bc6cf1-71ab-4f07-8357-3a60b88c0fed
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": "Wie ist der aktuelle Status der CI-Pipeline auf GitHub Actions für das Repo `sharkdp/fd`? Ich habe gerade einen Branch gepusht und möchte wissen, ob die Builds gegen main gerade laufen oder ob es Ausfälle gibt. Bitte prüfe die Actions-Page live.", "root_count": 1, "posture": "b...
{ "tools": [ "command", "http_request", "page_open" ], "requests": [ { "need": "open a web page to inspect the GitHub Actions page for sharkdp/fd", "exact": [], "after": [ "page_open", "command" ], "scores": { "extract_archive": 0, "pro...
{ "task_id": "40b6f61ca82e95be", "repo": "fd", "split": "train", "archetype": "web", "prompt_group": "fd:e80d7f770608", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
68e7394c-bca2-4fde-951e-095d1eba698f
68e7394c-bca2-4fde-951e-095d1eba698f
963a7317-1fec-4ea5-9119-1ddf52eddb44
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": "Add .idea/ to .gitignore. It's cluttering up my diffs.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines" ], "requests": [ { "need": "write or edit files in the repo", "exact": [ "edit", "write" ], "after": [], "scores": { "move": 2, "view_video": 0, "git_commit": 1, "process_signal": 0, ...
{ "task_id": "89f7c2841d1d0001", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:77b82c059198", "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
68e7394c-bca2-4fde-951e-095d1eba698f
68e7394c-bca2-4fde-951e-095d1eba698f
3bba1679-4a29-4e44-9758-8c1ca5c8130e
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if there are other IDE-related folders that should be ignored.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "edit", "request_tools", "replace_lines", "read...
{ "tools": [ "edit" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recal...
{ "task_id": "89f7c2841d1d0001", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:77b82c059198", "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
68e7394c-bca2-4fde-951e-095d1eba698f
68e7394c-bca2-4fde-951e-095d1eba698f
10a9880e-47b2-4cfa-a9f7-12833828b0cd
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": "Is .gitignore already tracking anything in .idea/?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "find", "grep", "list_dir", "request_tool...
{ "tools": [ "command" ], "requests": [ { "need": "run a git command to check tracked files", "exact": [ "command" ], "after": [], "scores": { "terminal_send": 3, "jq_edit": 0, "secret_list": 0, "terminal_read": 3, "terminal_clo...
{ "task_id": "89f7c2841d1d0001", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:77b82c059198", "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
68eda7bb-179e-469d-8da5-e5055c6e28e2
68eda7bb-179e-469d-8da5-e5055c6e28e2
0419f5a1-99ef-4b74-af00-3b668fa217af
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you look at my current changes and see if they are ready for a commit? If so, please split them into logical chunks and write a professional commit message for each.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_status" ], "requests": [ { "need": "run git commands (status, diff, log) to inspect uncommitted changes and recent commits", "exact": [ "diff" ], "after": [], "scores": { "survey_repo": 1, "process_list":...
{ "task_id": "941542ef61597948", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:c34f23160107", "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
6988f4c7-a3e2-4222-b7c2-92176477bf5f
6988f4c7-a3e2-4222-b7c2-92176477bf5f
41833df9-5e53-4623-8402-6fa24bbd10ac
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": "How does Thor handle argument parsing compared to OptionParser? I'm used to writing verbose option definitions. Is Thor just a wrapper around it, or does it reimplement the parsing logic?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_i...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "b27ac12a02d178af", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:73abf3550332", "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
69bda7ad-60c1-48a1-b15e-13fce84999ee
69bda7ad-60c1-48a1-b15e-13fce84999ee
075a33e9-c488-49ec-8dc3-4df3883022f6
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": "Quick question: how does `lib/thor/core_ext/hash_with_indifferent_access.rb` work? Is it just a wrapper around standard Hash or does it implement its own key lookup logic?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "a90bec60b546272b", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:c924774a5619", "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
69d98d50-fa4d-4150-877f-cbc5e72c521d
69d98d50-fa4d-4150-877f-cbc5e72c521d
bc983570-dcb4-4604-a115-0a5e95612aa0
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": "Add a test case to `spec/actions/create_file_spec.rb` to ensure it handles writing to a directory that doesn't exist yet.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "replace_lines" ], "requests": [ { "need": "write tool to add a test case to an existing Ruby spec file", "exact": [ "write" ], "after": [], "scores": { "answer_decision": 0, "page_close": 0, "fetch_url":...
{ "task_id": "719db0a97e54fb75", "repo": "thor", "split": "train", "archetype": "small_change", "prompt_group": "thor:328eadbd1ea0", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
69e4eef4-4420-4f6b-aa9c-8a6ede52598f
69e4eef4-4420-4f6b-aa9c-8a6ede52598f
2e7cf303-dbdb-40a7-abe5-a14468f153e0
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The CI is getting a bit slow with all the linting. I want to consolidate some of our linting/type practices.\n\n- Check `pyproject.toml` and `tox.ini` to see if we can unify some of the Ruff and Pyright configurations.\n- Specifically, look at the 'commonly ignored Pyright linting ...
{ "tools": [], "requests": [ { "need": "git operations such as git show, git log, git blame, and git ref", "exact": [], "after": [ "command" ], "scores": { "edit": 0, "task": 0, "move": 0, "scan_list": 0, "terminal_read": 0, "...
{ "task_id": "cf15455479d2b358", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:52f5230c56c8", "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
8
6a1cbb51-b942-4af0-ae06-5bd7c9342b24
6a1cbb51-b942-4af0-ae06-5bd7c9342b24
9e7eaa27-3cf9-490e-8d26-0debca637892
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": "In gin.go, how is the ReadHeaderTimeout applied to the http.Server when calling the Run methods?", "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": "5e405f31a2efe12d", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:8308a7d7b5df", "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
6a3604e2-0402-415d-b8a1-eeda2cdf2359
6a3604e2-0402-415d-b8a1-eeda2cdf2359
59df19a9-2e88-4fc0-87d3-bfc361449d76
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `Slim/Factory/Psr17FactoryProvider` and the various `Psr17Factory` implementations (like `GuzzlePsr17Factory`, `NyholmPsr17Factory`), how does the automatic detection work exactly? I want to know if it checks for class existence or just looks at composer dependencies, and if I w...
{ "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": "80e37773a86b721d", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:cf40a8bfe484", "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
2c3b9f0f-7372-4c5c-b256-7512f43fb3fe
6a4eae3e-a6f8-4130-b663-f07b0e1568c4
e86658b3-20a3-49b0-a3f3-28b53c3e7164
worker
implement
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the tests/ directory to understand the structure and identify relevant files for cleanup.", "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": "3480b68f0b32b425", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:f1355b1dde00", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
f8f72406-7e3d-4daa-bb25-6afe10b595ec
6a4eae3e-a6f8-4130-b663-f07b0e1568c4
1e2599c9-ef96-4c30-82a2-c12b13697f5c
worker
implement
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Search for usages of 'tests.compat' in the codebase.", "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": "3480b68f0b32b425", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:f1355b1dde00", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
6a537435-11f1-4c72-969c-582ec24c510c
6a537435-11f1-4c72-969c-582ec24c510c
3e43805f-3da0-4bcb-8f85-d0ef4da5a11c
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, just pushed a commit to fix the JSON error renderer handling invalid UTF-8 (commit df43a99). Can you verify that `tests/Error/AbstractErrorRendererTest.php` passes now and that the new assertions for non-UTF8 strings are working as expected?", "root_count": 1, "posture": "...
{ "tools": [], "requests": [ { "need": "run a command in the terminal", "exact": [ "command" ], "after": [ "git_log", "git_show", "git_status" ], "scores": { "chown": 0, "terminal_send": 3, "mkdir": 0, "scan_pack...
{ "task_id": "8c8c7c6b47b65308", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:9c261e1f4afc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
32acda46-077e-47fe-ba88-2d299d4ca194
6a7058af-a46a-40c2-b8b8-c808b6c4dba2
f6078234-6270-4b00-baaa-9a0cd399debe
worker
implement
dc3bf9215aac8877
gin
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": "Find the exact paths of context_appengine.go, fs.go, and context_test.go in the repository.", "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": false, "native-jq-tool": false, "native-list-dir-tool": false...
{ "task_id": "5ac573c44c5ef1b6", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:6bc91ab445ff", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
f293c80d-8669-46d3-8e95-5b2d9d9544a9
6a7058af-a46a-40c2-b8b8-c808b6c4dba2
cdc45c8d-b9ec-463a-97cd-a16f5272e8cb
worker
implement
dc3bf9215aac8877
gin
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": "Inspect `context_appengine.go` and `fs.go` for permission-related logic and identify potential inconsistencies or unnecessary permission changes.", "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": "5ac573c44c5ef1b6", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:6bc91ab445ff", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
50621946-02ba-4a78-a524-cfa7109c36f4
6a7058af-a46a-40c2-b8b8-c808b6c4dba2
0289f2ef-2cca-4ce9-84fb-d7c4f3cb1f2d
worker
implement
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Locate `SaveUploadedFile` and inspect its implementation for unnecessary `chmod` calls.", "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": "5ac573c44c5ef1b6", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:6bc91ab445ff", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
16849842-6aed-4070-9f1c-d208945361ec
6a7058af-a46a-40c2-b8b8-c808b6c4dba2
12e71c38-c6ab-4bdf-b3d0-0732210ba196
worker
implement
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read `context.go` around the `SaveUploadedFile` function to verify the logic for `os.Chmod`.", "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": "5ac573c44c5ef1b6", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:6bc91ab445ff", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_r...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
6aab5850-1121-4061-88b0-965f27529197
6aab5850-1121-4061-88b0-965f27529197
faa06e3c-4a8b-4617-8005-67b5032f37ff
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to upload a large file using `multipart/form-data` and I'm hitting a memory spike. \n\nIt looks like `requests.models.RequestEncodingMixin._encode_files` reads the entire file into memory if the file-like object has a `read` method but no explicit size. Can you split thi...
{ "tools": [ "command", "edit", "git_show", "git_status", "jq", "terminal_close", "terminal_open", "terminal_read", "write" ], "requests": [ { "need": "edit to replace a small span in src/requests/models.py", "exact": [ "edit" ], "after": [ ...
{ "task_id": "ac52098cf1722c0d", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:9a5f01258ea9", "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
6abaed07-d6d2-4e13-92f4-995c1f84c5ac
6abaed07-d6d2-4e13-92f4-995c1f84c5ac
e224a0e8-1937-4411-9715-2ca751d914b8
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 noticed we're using an older version of `nanoid` in some docs/submodules. check the repo for any other outdated nanoid instances and suggest an upgrade path.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native...
{ "task_id": "392fc1d55519ef96", "repo": "axios", "split": "train", "archetype": "dependencies", "prompt_group": "axios:d55ec5d036e6", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
6abb6735-ae4e-4a40-9b1d-ad4d777c891d
6abb6735-ae4e-4a40-9b1d-ad4d777c891d
28c652a2-71fc-4233-b192-2e8ed7170d22
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": "We need to add a new dependency for handling specialized TOML configurations. Check if there's an existing implementation in binding/toml.go that we can extend, or if we should add a new library to go.mod.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surf...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "7ba7b5423a10aec9", "repo": "gin", "split": "train", "archetype": "dependencies", "prompt_group": "gin:1d53fca30c48", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
6af007e7-770c-4187-ab96-0b084e77db98
6af007e7-770c-4187-ab96-0b084e77db98
7bb443eb-f521-4a8d-b039-43b33760bb23
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": "Hola, estoy revisando la configuración de `.golangci.yml` y veo que estamos usando la versión actual del linter. Según la documentación oficial de golangci-lint en su sitio web, ¿hay alguna opción nueva en la última versión que recomienden habilitar por defecto para mejorar la dete...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "fetch_url to read official golangci-lint v2 documentation and changelog pages about recommended or default linters", "exact": [ "fetch_url" ], "after": [ "fetch_url" ], "scores": { ...
{ "task_id": "ce909ead9d779c2c", "repo": "gin", "split": "train", "archetype": "docs_online", "prompt_group": "gin:14263a4f6184", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
6af007e7-770c-4187-ab96-0b084e77db98
6af007e7-770c-4187-ab96-0b084e77db98
6166c4c6-bc94-4d10-a703-212887da9ead
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": "Si encuentras alguna configuración recomendada, descríbeme cómo integrarla en nuestro `.golangci.yml` actual sin romper las reglas existentes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_u...
{ "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": "ce909ead9d779c2c", "repo": "gin", "split": "train", "archetype": "docs_online", "prompt_group": "gin:14263a4f6184", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
6af007e7-770c-4187-ab96-0b084e77db98
6af007e7-770c-4187-ab96-0b084e77db98
feddbbab-144e-4c4d-a8aa-6b75b06fca9b
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": "¿Podrías verificar si hay alguna regla descontinuada en nuestra configuración actual según el changelog oficial?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "request_tools", ...
{ "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": "ce909ead9d779c2c", "repo": "gin", "split": "train", "archetype": "docs_online", "prompt_group": "gin:14263a4f6184", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
6af25e2e-8d74-43f1-97d3-f319525c3953
6af25e2e-8d74-43f1-97d3-f319525c3953
d060d0bc-6d2a-4f8b-b286-d3d5b09f8b37
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": "add a simple test case in tests/test_basic.py that checks if the app instance is correctly initialized", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "write" ], "requests": [ { "need": "write files to the repository", "exact": [ "write" ], "after": [ "command" ], "scores": { "answer_decision": 0, "verify": 1, "stat": 1, "command_output": 1, ...
{ "task_id": "38ca0e40fa3f6070", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:2539b450b01a", "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
21
6b09896d-e25f-4e8c-821f-af6c42d68962
6b09896d-e25f-4e8c-821f-af6c42d68962
7ad42324-973d-4b33-b8cd-c630a097c517
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "add node_modules/ and dist/ to .gitignore. I keep getting noise from accidental commits in my staging area.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run a git command to check the status of the repository", "exact": [ "command" ], "after": [ "git_status", "replace_lines", "write" ], "scores": { "pack_board": 0, "git_branches": 1, ...
{ "task_id": "099142355a410bd7", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:9d727c741b98", "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
17
6b0b1f0b-69eb-4ba9-a99f-4fbfde2a0916
6b0b1f0b-69eb-4ba9-a99f-4fbfde2a0916
bd6ff3e4-bfb0-42d8-a1c2-8cbc24115a98
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Find me where the `InnerPath` extractor is actually defined. I need to know which file implements the extract logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "0ce475dcadbf2edf", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:83b4330c729a", "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
6b0b1f0b-69eb-4ba9-a99f-4fbfde2a0916
6b0b1f0b-69eb-4ba9-a99f-4fbfde2a0916
0840ca23-0107-49e5-b1d0-15a890512ebf
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": "Does it implement `FromRequest` or `FromRequestParts`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "0ce475dcadbf2edf", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:83b4330c729a", "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
6b0b1f0b-69eb-4ba9-a99f-4fbfde2a0916
6b0b1f0b-69eb-4ba9-a99f-4fbfde2a0916
c81626c5-d5b5-41b8-9cf6-816bc4065fc1
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you show me the implementation of `extract` for that type?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "0ce475dcadbf2edf", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:83b4330c729a", "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
6b6de571-5482-4034-bcdb-cdb50983c14b
6b6de571-5482-4034-bcdb-cdb50983c14b
ebbe5bf0-64ec-435d-8d70-4951652f42ad
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `MockWebServer` in `mockwebserver-junit5` isn't starting up when used inside a JUnit5 `@Nested` test class. Looking at `StartStopExtension.kt`, it seems to be sharing the instance between nested classes incorrectly. Can you fix the lifecycle management so each nested class gets...
{ "tools": [], "requests": [ { "need": "run Maven commands to build and test", "exact": [], "after": [ "command", "edit", "replace_lines", "write", "verify", "git_diff" ], "scores": { "git_blame": 0, "page_snapshot": 0...
{ "task_id": "af8c99a34c6a71c7", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:64a921797b08", "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
10
6baa110e-d3e4-4eb5-9975-9f9f869787f8
6baa110e-d3e4-4eb5-9975-9f9f869787f8
45e95060-c609-4eee-b3a9-d2e787c540a4
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": "Hello, the `combineURLs` helper in `lib/helpers/combineURLs.js` is stripping trailing slashes incorrectly when merging a baseURL that ends with `/` and a relative URL that is just `/api/v1`. It results in `/api/v1` instead of `/api/v1/` if the intent was to preserve structure. Here...
{ "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": "074405109286a2d7", "repo": "axios", "split": "train", "archetype": "bugfix", "prompt_group": "axios:cb8c261c476b", "lang": "fr", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
6bcc7f1d-f9f1-4cb1-a723-1af2c487fe6f
6bcc7f1d-f9f1-4cb1-a723-1af2c487fe6f
ea13d00a-4232-4a4d-b66b-65236f73ff9e
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": "where is the logic for res.cookie defined?", "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": "491c8b59faa03a06", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:7d37ea83a468", "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
6c163bda-8f61-4efd-88e5-c57dd5702112
6c163bda-8f61-4efd-88e5-c57dd5702112
6fcdb071-70db-435e-93a1-0a8a91ce592d
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": "What's the difference between ToNumberStrategy.LONG_AND_DOUBLE and ToNumberStrategy.DOUBLE_ONLY? I have a JSON payload with large integers that are getting truncated.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "783c7291e6f22104", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:428358a55547", "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
6c163bda-8f61-4efd-88e5-c57dd5702112
6c163bda-8f61-4efd-88e5-c57dd5702112
8ff77402-0019-4130-9949-aa009004423f
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 this affect the deserialization of primitive long fields too?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "find", "grep", "list_dir" ], "loaded": [ "find", "g...
{ "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": "783c7291e6f22104", "repo": "gson", "split": "train", "archetype": "question", "prompt_group": "gson:428358a55547", "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
6c414214-04cc-40f0-9745-8a268f1b12ef
6c414214-04cc-40f0-9745-8a268f1b12ef
1dc2a8cc-b63a-4cb7-b633-be0c8b485eec
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 draft a changelog entry for the next minor release? Group the changes into 'Bug Fixes', 'Improvements', and 'Maintenance' based on the recent commit history provided.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log", "git_ref" ], "requests": [ { "need": "Run shell commands to get git log and explore the repository structure", "exact": [], "after": [ "git_ref" ], "scores": { "scan_summary": 0, "capture_page": 0, "secret_revoke": 0...
{ "task_id": "5da43df2688bae7f", "repo": "gson", "split": "train", "archetype": "docs", "prompt_group": "gson:acb73450c692", "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
3
2ba7a907-e522-4fed-954b-470e2a3969d1
6c4c308c-08e6-46fe-939e-1a940c2d52ec
1c67b76d-b29f-4815-83f3-720507562fd0
worker
explore_readonly
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Scan `src/` for `print` statements or `logging` calls that might output headers or auth credentials.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "d5cc45b44042cc93", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:49ef31efc5a1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
3d5a6fe4-2418-419a-9f41-f4c8288845ef
6c4c308c-08e6-46fe-939e-1a940c2d52ec
451a7360-da6e-47bd-b3da-5bc4cc862c23
worker
explore_readonly
dc3bf9215aac8877
requests
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": "Perform a more exhaustive search for logging calls that might leak credentials.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "d5cc45b44042cc93", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:49ef31efc5a1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
1dfffb3f-7d27-4416-a145-efe75673213c
6c4c308c-08e6-46fe-939e-1a940c2d52ec
1f36695a-de10-4e09-8dc9-f8d6dab9c9c8
worker
explore_readonly
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Scan `src/requests/auth.py` for any `logging` calls that might leak credentials.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, "native-read-tool": true, ...
{ "task_id": "d5cc45b44042cc93", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:49ef31efc5a1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wor...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
6c6e7774-67c9-48fa-a7e4-fa530db0823c
6c6e7774-67c9-48fa-a7e4-fa530db0823c
e9ec8864-2d85-4973-8d9d-893c766649e8
coordinator
implement_investigate
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to understand why `fd` behaves differently than `find` when it comes to hidden files. Specifically, if I run `fd` in my home directory, it ignores `.bashrc` and `.config` directories by default. How can I override this behavior to include hidden files? Also, is there a w...
{ "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": "a2e055f491c80e50", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:a94a3068fe08", "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
6cc52ac5-7336-4f51-88fe-32e297863111
6cc52ac5-7336-4f51-88fe-32e297863111
cdc09d45-5901-46e3-ae7b-22b3a0aab113
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": "In src/config.rs, we use the `ignore` crate to handle .gitignore files. Can you check the official `ignore` crate documentation to see if there is a specific API flag to treat .gitignore as a glob pattern rather than an extended regex? I want to ensure we are using the default corr...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search and fetching web pages", "exact": [], "after": [], "scores": { "scan_pack": 0, "replace_lines": 0, "git_blame": 0, "git_commit": 0, "terminal_close": 0, "git_show": 0, ...
{ "task_id": "31eb9ba4afdb638c", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:27897e304b8b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
6ccd389a-e156-41b8-b13a-3e6f0e4d6269
6ccd389a-e156-41b8-b13a-3e6f0e4d6269
a53a687a-81ce-44aa-81e8-f4a8a677f8c8
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking for the latest CVEs related to Python requests library or urllib3. Can you search for recent security advisories? Specifically, I want to know if there's any new vulnerability disclosed in the last 30 days that affects our setup.", "root_count": 1, "posture": "build...
{ "tools": [ "command", "web_search" ], "requests": [ { "need": "web_search to find recent CVEs for Python requests and urllib3 libraries in the last 30 days", "exact": [ "web_search" ], "after": [ "web_search", "command" ], "scores": { ...
{ "task_id": "ffb445b5e470dbe4", "repo": "requests", "split": "train", "archetype": "web", "prompt_group": "requests:8cb786812a1b", "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
6ccd389a-e156-41b8-b13a-3e6f0e4d6269
6ccd389a-e156-41b8-b13a-3e6f0e4d6269
5ebbfffc-2857-4c6d-ad2f-5edbb56176b6
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": "Based on the CVEs, can you check our requirements-dev.txt to see if we're using a vulnerable version?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "skills_read", "command", ...
{ "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": "ffb445b5e470dbe4", "repo": "requests", "split": "train", "archetype": "web", "prompt_group": "requests:8cb786812a1b", "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
6ccd389a-e156-41b8-b13a-3e6f0e4d6269
6ccd389a-e156-41b8-b13a-3e6f0e4d6269
c55b783d-ce0b-455f-860e-df628d0380bc
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": "If we are vulnerable, what is the minimum version we need to upgrade to?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "find", "web_search", "skills_read", "command", "r...
{ "tools": [ "web_search" ], "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, "na...
{ "task_id": "ffb445b5e470dbe4", "repo": "requests", "split": "train", "archetype": "web", "prompt_group": "requests:8cb786812a1b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
6cd24051-01bb-41c4-b9a1-10735a610c47
6cd24051-01bb-41c4-b9a1-10735a610c47
25b26be8-5f6d-492a-8811-c66904dc162f
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": "binding/json.go is using the standard encoding/json package. Our benchmarks show that switching to jsoniter would give us a 2x speedup.\n\nI see there's a codec/json/ directory with jsoniter.go and sonic.go. Can you wire up jsoniter as the preferred JSON codec for the binding packa...
{ "tools": [ "command", "edit" ], "requests": [ { "need": "edit to change build tags and write for CHANGELOG update", "exact": [ "edit", "write" ], "after": [ "command" ], "scores": { "view_image": 0, "http_request": 0, ...
{ "task_id": "eac0883ef38c6345", "repo": "gin", "split": "train", "archetype": "bugfix", "prompt_group": "gin:89d6e6b245d6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
6cd48337-3db4-4aff-b1a9-a3e5984e2bba
6cd48337-3db4-4aff-b1a9-a3e5984e2bba
89dc88d4-a8f6-4e6e-8466-05e5a11b7179
coordinator
implement_investigate
dc3bf9215aac8877
gson
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": "访问 Maven Central 仓库,看看 com.google.code.gson:gson:2.14.0 的最新稳定版本是否仍然有效,或者是否有更新的发布版本。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web search to find the latest version of com.google.code.gson:gson on Maven Central", "exact": [], "after": [ "web_search", "fetch_url" ], "scores": { "command_output": 0, "...
{ "task_id": "b552231feeba076a", "repo": "gson", "split": "train", "archetype": "web", "prompt_group": "gson:b4547f8403a7", "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
1
6cdf64be-8f05-483d-8e28-d3e7ab2447c2
6cdf64be-8f05-483d-8e28-d3e7ab2447c2
0cde2692-6923-490b-9377-967b0b6cb5f9
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": "find me the ginS package files and tell me what functions it exposes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "468ab7284dc4e6bc", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:72a125e9004e", "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
6cdf64be-8f05-483d-8e28-d3e7ab2447c2
6cdf64be-8f05-483d-8e28-d3e7ab2447c2
6a8e06df-470a-4257-b19c-f8dd7ee09aa1
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": "Okay, now find where ginS.gins.go is imported in the rest of the codebase.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "list_dir" ], "loaded": [ "list_dir", "summariz...
{ "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": "468ab7284dc4e6bc", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:72a125e9004e", "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
6d0447c2-7955-4824-8814-24326afae588
6d0447c2-7955-4824-8814-24326afae588
b8302b2e-440d-493c-b326-c984160c01bd
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing `os.Args` being mutated in the completion flow. Can you find the code that appends to it? I saw a commit #2356 recently but I can't track down the specific line in `completions.go` or `cobra.go`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "sur...
{ "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": "33934a856736a315", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:5613fb023038", "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
6d12372d-b186-4d14-97a9-3b1cf9ad75d0
6d12372d-b186-4d14-97a9-3b1cf9ad75d0
07743489-7ceb-4a58-b8de-a1b98e003977
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": "Wait until the `Cargo.lock` file stops changing for 5 seconds. I'm running a heavy build and want to make sure dependencies are fully resolved before I run the suite.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "stat", "terminal_open", "wait", "write" ], "requests": [ { "need": "run shell commands to monitor a file's modification time", "exact": [], "after": [ "command", "write", "command_output", "wai...
{ "task_id": "c470d481c9a50e48", "repo": "fd", "split": "train", "archetype": "ops", "prompt_group": "fd:9a39e1889b36", "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
21
6d27c20c-a594-4391-a441-bd6810e4e199
6d27c20c-a594-4391-a441-bd6810e4e199
73140c69-39a7-4d1a-8475-30347e6c3db1
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In Slim 4, I see there are different strategies for handling route handlers like RequestResponse, RequestHandler, and RequestResponseNamedArgs. When should I use RequestResponseNamedArgs over the standard RequestResponse strategy? Is it just about function signature preference?", ...
{ "tools": [ "web_search" ], "requests": [ { "need": "search the web for Slim 4 documentation on route handler strategies RequestResponse RequestHandler RequestResponseNamedArgs", "exact": [], "after": [], "scores": { "jq": 0, "terminal_snapshot": 0, "git_re...
{ "task_id": "879010dbdb0b1a3b", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:c7f5898da978", "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
24
6d27c20c-a594-4391-a441-bd6810e4e199
6d27c20c-a594-4391-a441-bd6810e4e199
443b665d-ddf5-4f1a-b08e-30f852e1581c
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 show a code example using RequestResponseNamedArgs?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "web_search", "request_tools" ], "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": "879010dbdb0b1a3b", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:c7f5898da978", "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
25
6d27c20c-a594-4391-a441-bd6810e4e199
6d27c20c-a594-4391-a441-bd6810e4e199
f4a1296c-b61f-4766-b8b3-ad7de18fef27
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": "Does using RequestResponseNamedArgs impact performance compared to RequestResponse?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "web_search", "request_tools" ], "l...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "879010dbdb0b1a3b", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:c7f5898da978", "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
3
6d38c972-4d4c-420e-9cee-bf8f7c6ed175
6d38c972-4d4c-420e-9cee-bf8f7c6ed175
8c8b1b88-8da1-4163-96bb-b3927dfff050
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I noticed the README mentions both sync and async APIs. Can you show me the basic difference in how I instantiate a client for async vs sync usage?", "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": "ff088b2798c0b85b", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:da4fa07392fb", "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
6d690d43-283d-4408-ab63-3c036eff60a8
6d690d43-283d-4408-ab63-3c036eff60a8
0c021961-2293-437d-8830-39995f8db01e
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": "Slim\\Factory\\AppFactory::create() がどのようにして PSR-7 実装を自動検出し、App インスタンスを生成しているのか教えてください。", "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": "4ba7f3a1f427441e", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:6eb8f6862981", "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
26
6d690d43-283d-4408-ab63-3c036eff60a8
6d690d43-283d-4408-ab63-3c036eff60a8
40c0c2df-2434-43d1-bbd2-828c3416d44c
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": "自動検出のロジックは具体的にどのメソッドに書かれていますか?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "find", "read", "summarize" ], "loaded": [ "find", "read", "summarize" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "4ba7f3a1f427441e", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:6eb8f6862981", "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
27
6d690d43-283d-4408-ab63-3c036eff60a8
6d690d43-283d-4408-ab63-3c036eff60a8
1b2714b1-190a-46b9-81e5-9f60f6600121
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": "特定の PSR-7 実装がインストールされていない場合に発生する挙動についても教えてください。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "find", "read", "summarize" ], "loaded": [ "find", "read", "summarize" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "4ba7f3a1f427441e", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:6eb8f6862981", "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
13
6d742cd5-bc02-48ac-80ff-cdbf749787f5
6d742cd5-bc02-48ac-80ff-cdbf749787f5
e54202a9-7c42-41fd-83ba-be424892cc3a
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The codebase is getting a bit cluttered with old test mocks. I want to do a cleanup:\n1. Consolidate the various mock classes in `tests/Mocks/` into a more coherent structure if possible, or at least ensure they aren't duplicating logic (e.g., compare `MockMiddlewareSlimCallable.ph...
{ "tools": [], "requests": [ { "need": "run phpcs and phpstan linters across tests/ directory", "exact": [], "after": [ "terminal_open", "terminal_read", "terminal_close" ], "scores": { "git_ref": 0, "scan_query": 2, "command_output":...
{ "task_id": "b1a9199e24b6f805", "repo": "slim", "split": "train", "archetype": "multi_part", "prompt_group": "slim:355e31239d22", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
6d853b76-b958-4322-b80b-6f78f4987a9b
6d853b76-b958-4322-b80b-6f78f4987a9b
396ed6f0-4b5d-44ca-8992-bcb709519405
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check test/app.js. How many times is `app.listen` mocked?", "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": "5eb003df19aeb12b", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:6b69176e8e3b", "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
6d85d8da-a39e-4365-af75-6958a8ed2f34
6d85d8da-a39e-4365-af75-6958a8ed2f34
36a2c620-79c9-4df7-8ef1-1ecdc56919f7
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 need to release 4.1.0. Bump the version number in composer.json and update the CHANGELOG.md to reflect the 4.0.x stability fixes from the last few weeks. Don't commit, just show me the changes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "tools": [ "git_log" ], "requests": [ { "need": "git_log to see recent commits for stability fixes", "exact": [ "git_log" ], "after": [], "scores": { "git_restore": 0, "fetch_url": 0, "jq_edit": 0, "restore_version": 0, "page_...
{ "task_id": "e9f7d7989c4357cd", "repo": "slim", "split": "train", "archetype": "chores", "prompt_group": "slim:4a2e990e0e89", "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
6da10505-a007-4e01-b40b-14d46a0aa520
6da10505-a007-4e01-b40b-14d46a0aa520
7664294e-fe8d-4d9e-877a-b25423821eb3
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": "In `axum-macros/src/lib.rs`, how does the procedural macro for `#[debug_handler]` perform its validation of handler arguments? I'm curious how it detects if an argument is not an extractor.", "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-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "bd761c561cb03953", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:b1631af590c0", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
6db860e0-61d2-40af-bd3c-ac3553cd0b63
6db860e0-61d2-40af-bd3c-ac3553cd0b63
e29552ea-a778-4bf1-bcf9-af183a0f4fb7
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if we can upgrade github.com/stretchr/testify to a newer version. Check go.mod first and see if any tests might break if we bump it.", "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 check latest testify version on GitHub", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "git_show": 0, ...
{ "task_id": "68f405b70c30e825", "repo": "gin", "split": "train", "archetype": "dependencies", "prompt_group": "gin:5fc0251e8828", "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
6dd7b402-babd-42ab-9dfa-30b4ab160a5d
6dd7b402-babd-42ab-9dfa-30b4ab160a5d
b7f9d1af-6364-4280-879f-7c64b1bf6057
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": "Add a new test case to `tests/test_basic.py` that verifies a simple hello world route returns a 200 status code.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands like pytest to execute tests and verify changes", "exact": [ "verify" ], "after": [], "scores": { "view_image": 0, "worker_cancel": 0, "copy": 0, "fetch_url": 0, ...
{ "task_id": "69cf4b32aaf36bcb", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:481358b472b9", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
6dd7b402-babd-42ab-9dfa-30b4ab160a5d
6dd7b402-babd-42ab-9dfa-30b4ab160a5d
66a81350-5fdc-4307-a37b-31dc57559393
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you also add a similar test for a route that returns a 404?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command", "request_tools", "read", "summarize", ...
{ "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": "69cf4b32aaf36bcb", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:481358b472b9", "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
6dea6d3a-479a-4e4f-8e90-34aab4577747
6dea6d3a-479a-4e4f-8e90-34aab4577747
7bb38077-3004-493a-8bae-4f0892f170c6
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": "Explain the logic in `axum/src/extract/multipart.rs`. I need to understand how it handles the multipart stream.", "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": "7ccd990667d90beb", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:266cd8b4ee52", "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
6e01a605-a1d3-445b-8599-c4cae27dbf82
6e01a605-a1d3-445b-8599-c4cae27dbf82
5812f040-f2ea-4f71-adbe-67ac90724947
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `lib/core/Axios.js`, add an optional `timeoutRetry` parameter to the constructor that allows specifying how many times a request should be retried on timeout.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "edit and replace_lines tools for file mutation", "exact": [ "edit", "replace_lines" ], "after": [], "scores": { "diff": 0, "move": 0, "git_restore": 0, "task": 0, "wc": 0, "scan_...
{ "task_id": "80db93b708ac4efa", "repo": "axios", "split": "train", "archetype": "small_change", "prompt_group": "axios:b9af05e6d5ca", "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
7
6e30a1b1-cba7-401b-9776-2ef0dff1cf9a
6e30a1b1-cba7-401b-9776-2ef0dff1cf9a
3eedf9b2-8174-4b13-940b-931a6cdcfb54
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a `JsonIOException` but not sure where it's thrown from in the stream parser. Can you grep for usages of `JsonIOException` in the `gson/src/main` directory?", "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": "a24622f07e369de4", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:c6b9476d241c", "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
6e484403-8037-41d8-b524-9331218a5b54
6e484403-8037-41d8-b524-9331218a5b54
134ffecb-8bd1-40b4-a67a-a9339abb8a16
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": "check tests/client/test_async_client.py, I'm getting a weird type error on line 142. Can you tell me what type signature for 'request' is expected here versus what I'm passing?", "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": "397c83d7b78cf047", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:b39f80a5c567", "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
6e9aa556-0ab3-44e5-a49a-ec8c6911b15f
6e9aa556-0ab3-44e5-a49a-ec8c6911b15f
5f455d9f-f33c-4936-8334-935357e7a5ac
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 commit message and the actual diff for the fix regarding 'conditional revalidation for QUERY requests'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_show" ], "requests": [ { "need": "git log, git show, and terminal command execution to find the commit and its diff", "exact": [ "command", "diff" ], "after": [ "git_log", "git_show" ], "sco...
{ "task_id": "17cc638fcec39dd6", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:f8a58fa9df36", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
6ea2a10e-1f54-4885-888a-f99a3b161059
6ea2a10e-1f54-4885-888a-f99a3b161059
ce3d9943-92c5-4d97-9fc8-090759eacc6c
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've been working on some fixes in `context.go` and `recovery.go`. Can you look at my uncommitted changes, split them into two logical commits (one for context fixes and one for recovery improvements), and commit them?", "root_count": 1, "posture": "build", "workers_in_flight...
{ "tools": [ "git_diff", "git_status" ], "requests": [ { "need": "git status and git commit tools", "exact": [], "after": [ "git_diff" ], "scores": { "survey_repo": 0, "extract_archive": 0, "secret_generate": 0, "copy": 0, "...
{ "task_id": "c1ece8175f2de325", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:ec338a3b4a07", "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
6ea37daa-85d5-4d36-b2b5-684141d33b33
6ea37daa-85d5-4d36-b2b5-684141d33b33
6d3f57e9-1fe2-4931-882b-b00c71df574f
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": "who changed the IPv6 server name parsing in the recent commits?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "run git commands to inspect history", "exact": [], "after": [], "scores": { "git_commit": 0, "scan_query": 0, "git_stash": 0, "verify": 0, "view_image": 0, "terminal_re...
{ "task_id": "f2baf8cb84b8ba3b", "repo": "flask", "split": "train", "archetype": "git_history", "prompt_group": "flask:6d8fac3f6c23", "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
6ea37daa-85d5-4d36-b2b5-684141d33b33
6ea37daa-85d5-4d36-b2b5-684141d33b33
955281b8-c748-4654-8e86-e9a2ef91b806
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "what was the specific fix implemented there?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_log", "request_tools", "grep", "command" ], "loaded": [ "git_blame", "git_bra...
{ "tools": [ "git_diff", "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":...
{ "task_id": "f2baf8cb84b8ba3b", "repo": "flask", "split": "train", "archetype": "git_history", "prompt_group": "flask:6d8fac3f6c23", "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
6eab9729-6db0-4514-86a5-7d9107c77b73
6eab9729-6db0-4514-86a5-7d9107c77b73
cdb39999-90cc-4848-8d88-7942256b8872
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 working on some changes in `command.go` and `args.go` but it's a mess. Can you look at my staged changes, split them into two logical commits—one for the validation logic and one for the internal refactor—and then push them to a new branch called `refactor/command-validat...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "git status, git diff, git checkout, git commit, git branch, git push", "exact": [ "diff" ], "after": [ "git_diff" ], "scores": { "delete": 0, "git_commit...
{ "task_id": "9b084d71f46c630f", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:46f2a45d724f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
6eb89606-c011-41c7-b303-18bd2a54c22e
6eb89606-c011-41c7-b303-18bd2a54c22e
2cb509d9-3348-45f0-929a-de867f265c33
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": "Ist das hier Absicht? Ich sehe in `__version__.py` die Versionsnummer. Wo wird diese Konstante sonst noch im Code referenziert? Ich will wissen, ob es Abhängigkeiten gibt, die kaputtgehen, wenn ich die baue.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "su...
{ "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": "dafb07763e13d387", "repo": "requests", "split": "train", "archetype": "locate", "prompt_group": "requests:63d5b0254116", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
6eb9d122-f1c5-4fdd-af07-2bfa47f7f7cc
6eb9d122-f1c5-4fdd-af07-2bfa47f7f7cc
b6673112-da36-46b9-9255-617a33d38d91
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Looking at `src/dir_entry.rs`. How is the distinction between a regular file, a directory, and a symlink handled in the `DirEntry` type?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "8b810aa1651a1eec", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:a7964b6d9766", "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
6ec0c28d-74f3-4e7b-b6ef-ea948d26ea4a
6ec0c28d-74f3-4e7b-b6ef-ea948d26ea4a
5916620a-9f4f-4a19-98f7-9c2152ce49c9
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Fix the typing issues in `src/requests/exceptions.py`. Mypy is complaining that `HTTPError` does not have the correct signature for `__init__` compared to its parent `RequestException`. Specifically, the `response` argument is typed as `Optional` but is actually required in the con...
{ "tools": [], "requests": [ { "need": "I need to run shell commands like mypy to verify the typing issues.", "exact": [ "verify" ], "after": [ "command_output" ], "scores": { "scan_query": 0, "scan_compare": 0, "extend_worker_budget": ...
{ "task_id": "87bc35a30ba3bbce", "repo": "requests", "split": "train", "archetype": "bugfix", "prompt_group": "requests:1e7bb428605d", "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
10
6ef08daf-c7ea-40f8-9107-54afeede3889
6ef08daf-c7ea-40f8-9107-54afeede3889
488f6285-0fa8-4d8c-99b8-4bf878939392
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": "What are the recent commits related to the 'maven group' updates?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_show" ], "requests": [ { "need": "run git log to search for commits related to maven group updates", "exact": [], "after": [ "git_log", "git_show" ], "scores": { "extend_worker_budget": 0, "git_ch...
{ "task_id": "1e0673da35e0595e", "repo": "gson", "split": "train", "archetype": "git_history", "prompt_group": "gson:b76c3d211a51", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
6ef08daf-c7ea-40f8-9107-54afeede3889
6ef08daf-c7ea-40f8-9107-54afeede3889
3337ad7c-c44b-4c2c-9a69-6f9523667ec2
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": "Summarize the changes made in commit 804f219.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_show", "git_log", "request_tools", "command", "grep", "read" ], "loaded": [ ...
{ "tools": [ "git_diff" ], "requests": [ { "need": "view the diff and details of commit 804f219 to summarize its changes", "exact": [ "diff" ], "after": [ "git_diff" ], "scores": { "jq": 0, "move": 0, "command_stop": 0, "g...
{ "task_id": "1e0673da35e0595e", "repo": "gson", "split": "train", "archetype": "git_history", "prompt_group": "gson:b76c3d211a51", "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
6fcbaf6d-b9cf-4a6d-bf2c-943484372b2c
6fcbaf6d-b9cf-4a6d-bf2c-943484372b2c
23758727-067a-44e7-b4c5-bf340729cd95
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": "Look at `src/requests/models.py`. How is the `PreparedRequest` class implemented, and how does it differ from a standard `Request` object?", "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": "e51fffccc315f9bf", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:90a35dc5b191", "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
6fd639d1-f49a-4526-be59-618c27ac3670
6fd639d1-f49a-4526-be59-618c27ac3670
10b8e55e-59cb-46fd-9169-56f6dc60087b
coordinator
implement_investigate
dc3bf9215aac8877
flask
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": "I noticed that `template_filter` decorator in `src/flask/helpers.py` isn't exposing the filter name in `help()` output inside the Jinja2 environment correctly. \n\nActually, looking deeper, the issue is in `src/flask/sansio/scaffold.py` where `_filter_template_module` is called. Wh...
{ "tools": [], "requests": [ { "need": "edit or code_rewrite tool to modify lines in src/flask/sansio/app.py", "exact": [ "code_rewrite", "edit" ], "after": [ "code_rewrite", "git_status", "verify" ], "scores": { "web_search": 0...
{ "task_id": "3df0fccd7f13b059", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:0220a49005e1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
6fd839c4-f463-43d0-a423-4ff1c080451a
6fd839c4-f463-43d0-a423-4ff1c080451a
3416e736-3e03-463d-ab84-db5c048fbb9a
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "我们需要修复 `lib/thor/shell/color.rb` 中的颜色重置问题。在某些终端模拟器中,如果命令抛出异常,颜色代码没有被正确重置,导致后续输出的文本颜色错乱。请在 `reset` 方法中增加对 ANSI 重置代码的确保执行。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit" ], "requests": [ { "need": "Edit a file to add a reset method that ensures ANSI CLEAR is emitted even on exception", "exact": [ "edit" ], "after": [ "command" ], "scores": { "pack_board": 0, "command_sto...
{ "task_id": "ee358e95e4f729cd", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:1bc727bd284c", "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
7
6fd839c4-f463-43d0-a423-4ff1c080451a
6fd839c4-f463-43d0-a423-4ff1c080451a
be7f5559-9040-40dd-977f-2ab2d115e744
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "更新 spec/shell/color_spec.rb 以覆盖异常场景。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "command", "request_tools", "edit", "grep", "skills_read" ], ...
{ "tools": [ "command", "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, ...
{ "task_id": "ee358e95e4f729cd", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:1bc727bd284c", "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" }