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pw-decide-row/1
28
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1668af3f-7896-42b8-8fbe-8b394ba492db
e406438e-e40e-41fe-8532-9776ff5e5bd7
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": "How does the `httpx.Client` handle connection pooling? I'm looking at `httpx/_client.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": "f13a819fe3acca99", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:9cc875ef22d2", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
169a5ada-6722-49fc-b576-5d1639cf2e44
169a5ada-6722-49fc-b576-5d1639cf2e44
aa743bd2-a0cf-4246-a25c-f02f4a975c64
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": "Run 'make clean' or whatever the build target is to remove old binaries and object files. Then try 'go build ./...' to make sure the project still compiles cleanly after the cleanup. I suspect there might be some stale artifacts causing issues.", "root_count": 1, "posture": "bu...
{ "tools": [ "command" ], "requests": [ { "need": "Run shell commands like make and go build", "exact": [], "after": [], "scores": { "http_request": 0, "extend_worker_budget": 0, "git_diff": 0, "terminal_read": 2, "page_snapshot": 0, ...
{ "task_id": "e6a883bea08e523a", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:001534e82304", "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
16c52b0f-712b-4ab9-a3cc-70627356033e
16c52b0f-712b-4ab9-a3cc-70627356033e
257b59db-7498-411c-8fac-87b6f8ac596a
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Consulta la API pública de Twitter (https://api.twitter.com/1.1/statuses/home_timeline.json) o cualquier endpoint abierto similar para verificar si está disponible. Si devuelve error 429 o 401, ignóralo, pero si está en 200, dame el formato de la respuesta JSON. Además, revisa si `...
{ "tools": [ "http_request" ], "requests": [ { "need": "http_request", "exact": [ "http_request" ], "after": [], "scores": { "scan_compare": 0, "copy": 0, "fetch_url": 4, "page_act": 0, "chmod": 0, "page_close": 0, ...
{ "task_id": "2dc2f5e051d7b955", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:730bd2bc7ea8", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
17dbc301-3008-47f5-8497-2e261f4f3dc6
17dbc301-3008-47f5-8497-2e261f4f3dc6
14fceaed-6835-4f07-84aa-b78838d86f15
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": "Y a-t-il eu une récente vulnérabilité CVE sur la bibliothèque Requests (psf/requests) ces 30 derniers jours ? Je veux m'assurer qu'on est à jour avant de merge.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [ { "need": "web search to find recent CVEs for the psf/requests library", "exact": [], "after": [], "scores": { "terminal_close": 0, "stat": 0, "page_close": 0, "secret_list": 0, "verify": 0, ...
{ "task_id": "8bd11b4b23bc2641", "repo": "requests", "split": "train", "archetype": "web", "prompt_group": "requests:ca4d47202993", "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
9
182f2677-f179-4126-9a32-ce0d8e670895
182f2677-f179-4126-9a32-ce0d8e670895
7bb57080-7dd4-42ba-b3a6-ecd3ad6b73bf
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to update the README.md. Add a small section under 'Features' that explicitly mentions support for both WSGI and ASGI applications, even though it's in the text, let's make it a clear bullet point.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surfa...
{ "tools": [ "edit" ], "requests": [ { "need": "The tool to replace or edit text in a file.", "exact": [ "edit" ], "after": [], "scores": { "code_rewrite": 3, "scan_list": 0, "jq_edit": 2, "command_output": 0, "git_ref": 0, ...
{ "task_id": "37564f9e2fb325c4", "repo": "httpx", "split": "train", "archetype": "docs", "prompt_group": "httpx:9c0aea5566b2", "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
18575eec-1980-43a3-b292-ac133731056e
18575eec-1980-43a3-b292-ac133731056e
f783e9cf-60a1-43f8-b6f0-1fe88eb156ee
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I ran a static analysis scan on the `okhttp-tls` module and got a few warnings. Can you look at `okhttp-tls/src/main/kotlin/okhttp3/tls/internal/InsecureAndroidTrustManager.kt`? It seems to implement an unsafe trust manager. Is this intended for debugging only, or is there a risk o...
{ "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": "3c5f27b494dea438", "repo": "okhttp", "split": "train", "archetype": "security", "prompt_group": "okhttp:2c5c8c30da2b", "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
18575eec-1980-43a3-b292-ac133731056e
18575eec-1980-43a3-b292-ac133731056e
7c91936d-cb0d-4a05-9a13-fd809c67301e
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Also check `okhttp-tls/src/main/kotlin/okhttp3/tls/internal/der/DerReader.kt` for any potential buffer overflow issues or unsafe deserialization patterns.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "3c5f27b494dea438", "repo": "okhttp", "split": "train", "archetype": "security", "prompt_group": "okhttp:2c5c8c30da2b", "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
18a31e92-84bd-4c76-9187-3715551a76e9
18a31e92-84bd-4c76-9187-3715551a76e9
de12466e-0d95-403e-b7fa-412fb123dcbf
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "运行 `cargo test --package axum-macros --test debug_handler`。我最近修改了 handler 宏的一些错误提示逻辑,需要确认 fail 目录下的那些预期报错测试是否都还在按预期工作。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run cargo test in a shell", "exact": [ "command" ], "after": [], "scores": { "scan_pack": 0, "scan_list": 0, "edit": 0, "stat": 0, "git_merge": 0, "code_...
{ "task_id": "df77b8f8d83039a6", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:641c2e4bd927", "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
19
bf4cbb05-bc5d-48a4-956d-77eff25e7df4
18ac26ce-ac57-4b92-a77b-86126f325d17
bb46224b-6bbb-4424-92e5-b0a83b07d8a3
worker
implement
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze _create_request duplication across httpx/_client.py, httpx/_api.py, and httpx/_utils.py, then deduplicate by extracting to a shared helper in httpx/_utils.py", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false,...
{ "task_id": "bb665bed9f160d36", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:3cc1b7a1bdfa", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
96ef6ae4-064a-4be7-b3f4-2efffc854280
18ac26ce-ac57-4b92-a77b-86126f325d17
a9125c01-4a5b-49cf-b847-9d970336a414
worker
implement
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey httpx/_client.py and httpx/_api.py for duplicated request construction logic (URL, headers, content, params normalization), then extract a shared internal _create_request function to httpx/_utils.py and update callers.", "root_count": 1, "posture": "build", "workers_in_flig...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "bb665bed9f160d36", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:3cc1b7a1bdfa", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
0e85dfb8-7f91-4682-9145-1b780c7d4932
18ac26ce-ac57-4b92-a77b-86126f325d17
6daf1862-3478-4c7e-b1d9-5b008426a163
worker
implement
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Deduplicate request construction logic across httpx/_client.py and httpx/_api.py by extracting a shared internal _create_request function into httpx/_utils.py", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false,...
{ "task_id": "bb665bed9f160d36", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:3cc1b7a1bdfa", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
18cc3edd-a899-480c-95c3-856f684fd842
18cc3edd-a899-480c-95c3-856f684fd842
ad5a80ae-4b8f-4b86-b8ed-28471054e420
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 seeing DeprecationWarning for HTTP header casing. I checked the Requests docs but couldn't find a clear migration guide for v2.x to v3.x regarding header handling. Can you search for any official migration notes or blog posts explaining how to handle case-insensitivity now?", ...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research requests library v3.x header casing migration notes", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { ...
{ "task_id": "1e1b2275e1812e07", "repo": "requests", "split": "train", "archetype": "docs_online", "prompt_group": "requests:f2ea9ca4d3be", "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
18da55d0-ddba-4d07-a204-362d4a215186
18da55d0-ddba-4d07-a204-362d4a215186
8f854978-9327-423d-8bd9-9d767e21e1c3
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The error message in `src/requests/exceptions.py` for connection timeouts is a bit too cryptic. Can you make it more descriptive for the user?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "diff", "edit" ], "requests": [ { "need": "edit the content of src/requests/exceptions.py to make the ConnectTimeout docstring more descriptive", "exact": [ "edit" ], "after": [ "diff" ], "scores": { "terminal_snapshot": 0, ...
{ "task_id": "fcb14115422e86d9", "repo": "requests", "split": "train", "archetype": "small_change", "prompt_group": "requests:47e891fc7348", "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
1901fe8f-5dca-4ebb-a8b2-32d386f7e787
1901fe8f-5dca-4ebb-a8b2-32d386f7e787
48f0c80a-ff60-4448-b381-f81ff9374443
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": "Where are the gitignore patterns actually loaded and applied during the walk? I'm trying to optimize performance and want to see if we're re-reading `.gitignore` for every directory or caching it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "im...
{ "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": "da2661a3a3c38d3d", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:bc0d6c2176b2", "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
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coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you add a small docstring to the `ToNumberStrategy` interface explaining the purpose of the methods, and then commit the change to a new branch called `docs/number-strategy`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigat...
{ "tools": [ "command", "edit", "git_checkout", "git_commit", "write" ], "requests": [ { "need": "The edit tool to modify files in the repository.", "exact": [ "edit" ], "after": [ "command" ], "scores": { "scan_summary": 0, ...
{ "task_id": "862eae125a8d9e54", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:d329c3594b1d", "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
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193bfce1-e32b-4941-a90c-e185b272974f
da3e08fb-0e0c-4210-ac18-2e9f193c0d85
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check git blame on Slim/Middleware/ErrorMiddleware.php around line 50.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame", "exact": [], "after": [], "scores": { "answer_decision": 0, "command": 1, "command_stop": 0, "terminal_close": 0, "wait": 0, "page_open": 0, "copy": 0, "...
{ "task_id": "544fe5ea3a04f02c", "repo": "slim", "split": "train", "archetype": "git_history", "prompt_group": "slim:b8c652d7a417", "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
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19532933-66f4-45db-95c9-26bdb33ad1c8
1027b206-2105-4c3c-b43d-d6c56bdfa802
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, found a weird behavior in `axum-extra/src/extract/cookie/mod.rs`. If a cookie isn't present, does it panic or return a proper rejection? I see `Option` extraction logic in `axum-core` but want to double-check the cookie extractor handles missing cookies gracefully without hitt...
{ "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": "f95a99ea0495dc01", "repo": "axum", "split": "train", "archetype": "security", "prompt_group": "axum:0c3ac45b6654", "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
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coordinator
implement_investigate
dc3bf9215aac8877
thor
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": "lib/thor/actions/inject_into_file.rb の `inject_into_file` メソッドの動作について教えて。既存のファイルに特定のブロックを挿入する仕組みはどうなってる?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "263871e3e961b032", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:fbacdc4d2a5b", "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
4
197cd8b6-1d79-40ae-bcf7-b767ed4f9ba1
197cd8b6-1d79-40ae-bcf7-b767ed4f9ba1
0117f409-4475-4cb0-a197-7a6d062fb1a4
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": "Create a new branch called `feat/args-validator` and move my current work there. I want to keep `main` clean until I'm ready for a PR.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches", "git_checkout", "git_status" ], "requests": [ { "need": "git_status, git_branches, git_checkout, git_commit, git_add", "exact": [ "git_branches", "git_checkout", "git_commit", "git_status" ], "after": [ "g...
{ "task_id": "1234a436de1bd785", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:aa5799277a8f", "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
19
197fad80-26f4-4e9e-b37c-4cdd42564712
197fad80-26f4-4e9e-b37c-4cdd42564712
612bea25-3202-4b8f-8694-e99f78a06739
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": "Quem alterou a última vez o arquivo `lib/core/Axios.js` e por que essa mudança foi feita?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log" ], "requests": [ { "need": "get git history for a file to find the last author and commit message", "exact": [], "after": [ "git_log" ], "scores": { "terminal_snapshot": 0, "git_branches": 0, "verify": 0, "http_re...
{ "task_id": "fd564e8d9297c421", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:1b031cd0a3c4", "lang": "pt", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
fead1917-608e-4667-9f90-27a569067cb0
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d5d7b05a-02dd-4825-9807-f45817aa4157
worker
implement
dc3bf9215aac8877
flask
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 improper 'raise' patterns in src/flask/testing.py, src/flask/cli.py, and tests/test_cli.py.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false,...
{ "task_id": "2eff821c8f1ac8d7", "repo": "flask", "split": "train", "archetype": "refactor", "prompt_group": "flask:e362da6caee5", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
198db98b-5c4e-4f81-abb7-f582873d7c11
198db98b-5c4e-4f81-abb7-f582873d7c11
94d52b0e-54c5-4c3b-bc57-0c8bbfe7f45e
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Tô vendo algumas mensagens de aviso no `pip install`. O package `certifi` está com uma versão bem nova. Poderia me dizer na documentação do Python ou nos release notes do certifi se houve alguma breaking change na API de acesso aos certificados que possa quebrar o httpx?", "root_...
{ "tools": [ "web_search" ], "requests": [ { "need": "search the web for certifi release notes and any breaking changes in its API related to certificate access, specifically looking for impact on httpx", "exact": [], "after": [ "web_search" ], "scores": { "pa...
{ "task_id": "624ef648b099c788", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:77a51586271e", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
198db98b-5c4e-4f81-abb7-f582873d7c11
198db98b-5c4e-4f81-abb7-f582873d7c11
e8d83e12-e48d-4018-a2bd-c5e8889c6649
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Espera, eu vi que o certifi só expõe o caminho do arquivo CA bundle, não a API em si. Então não deve haver problema de breaking change de código, apenas de versão.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_t...
{ "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": "624ef648b099c788", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:77a51586271e", "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
23
198db98b-5c4e-4f81-abb7-f582873d7c11
198db98b-5c4e-4f81-abb7-f582873d7c11
789237a1-dcf7-42c4-b094-c19f6ef04f8e
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Entendido. Então basicamente o httpx vai continuar funcionando mesmo com o certifi novo, certo? Só preciso atualizar o certificado se houver problemas de SSL reais?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_...
{ "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": "624ef648b099c788", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:77a51586271e", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
19944015-96b9-43d8-93a9-c93529df9d9c
19944015-96b9-43d8-93a9-c93529df9d9c
43c1a4bc-b6a3-4ed1-9805-3e1d2c74197d
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to trace where the `flask` CLI command is actually registered. Can you find the entry point and the function that handles the `run` command?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "344944952fa14a2d", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:97d51989d732", "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
19a61220-8931-4eb6-913c-c83bbdae6d7e
19a61220-8931-4eb6-913c-c83bbdae6d7e
f37bcbfd-139d-4cb0-9345-d41ff5b97ec9
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Estou avaliando o uso do OkHttp para Server-Sent Events (SSE). Vi o módulo `okhttp-sse` e a classe `EventSources`. Como lidar com reconexões automáticas quando a conexão cai? O `OkHttp` lida com isso internamente para SSE ou eu preciso implementar minha própria lógica de retry no l...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "orchestrate-a-large-task" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": t...
{ "task_id": "4dde011daa3133e7", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:ee80d7297720", "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
19
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19b0d912-aa3f-4755-86f7-457c560d5c26
34e576e2-d399-4cc4-8896-c00f1ef18ef7
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": "Devo verificare se c'è una CVE recente che riguarda la libreria pflag (la dipendenza di Cobra che ho visto nelle commit recenti). Riesci a cercare su GitHub o in un database di vulnerabilità se esistono report di sicurezza per le versioni 1.0.8 e 1.0.9?", "root_count": 1, "post...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search for CVEs or security advisories related to pflag library versions 1.0.8 and 1.0.9", "exact": [], "after": [ "web_search" ], "scores": { "git_compare": 0, "command_stop": 0, "chmod...
{ "task_id": "d3e0da2847794bab", "repo": "cobra", "split": "train", "archetype": "web", "prompt_group": "cobra:09db7c0ac5f5", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
19c2a884-ec6f-4b44-8621-b8d70a85a6d7
19c2a884-ec6f-4b44-8621-b8d70a85a6d7
ca4962ba-2149-48a7-a241-cca095fd0dad
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": "Which file handles the XHR adapter specifically? I want to see the code that deals with upload progress.", "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": "067e3e63084e93b8", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:281495809101", "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
19c2a884-ec6f-4b44-8621-b8d70a85a6d7
19c2a884-ec6f-4b44-8621-b8d70a85a6d7
a6bb285e-d4c9-4eb3-8fad-0596dfd084e7
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": "Where is the `composeSignals` function defined?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "067e3e63084e93b8", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:281495809101", "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
19c2a884-ec6f-4b44-8621-b8d70a85a6d7
19c2a884-ec6f-4b44-8621-b8d70a85a6d7
85cc5dc8-26ee-4f8b-85b0-2bd4a1154452
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": "Is there an equivalent in the fetch adapter?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "067e3e63084e93b8", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:281495809101", "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
19d033e2-f0b7-4614-b8f8-48b31fa26d95
19d033e2-f0b7-4614-b8f8-48b31fa26d95
db8326ac-6412-4abc-b52e-4b07a78e5f0c
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Find all TODO comments in the src/flask directory. I want to get a sense of how much technical debt we have before the next big refactor.", "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": "443ddf754d159bc2", "repo": "flask", "split": "train", "archetype": "chores", "prompt_group": "flask:6281e63879a1", "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
19d033e2-f0b7-4614-b8f8-48b31fa26d95
19d033e2-f0b7-4614-b8f8-48b31fa26d95
671e80dc-d57f-4261-ab68-34b4a154e48a
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "List them out with their file paths and line numbers.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "list_dir" ], "loaded": [ "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "443ddf754d159bc2", "repo": "flask", "split": "train", "archetype": "chores", "prompt_group": "flask:6281e63879a1", "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
19d033e2-f0b7-4614-b8f8-48b31fa26d95
19d033e2-f0b7-4614-b8f8-48b31fa26d95
4a0618f0-b5ed-4df5-818d-8a78a7148da6
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Are any of them marked with a specific priority or deadline?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "list_dir" ], "loaded": [ "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "443ddf754d159bc2", "repo": "flask", "split": "train", "archetype": "chores", "prompt_group": "flask:6281e63879a1", "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
19eec5b1-a1c3-4382-bae9-78ffcecb20a2
19eec5b1-a1c3-4382-bae9-78ffcecb20a2
8886d812-e001-41bd-b4c1-6e23d5ce2e42
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": "I'm getting a crash in `LoggingInterceptor` when the response body is null on a HEAD request.\n\nStack trace:\n```\njava.lang.NullPointerException: body cannot be null\n at okhttp3.logging.HttpLoggingInterceptor.logResponse(HttpLoggingInterceptor.kt:142)\n at okhttp3.logging....
{ "tools": [], "requests": [ { "need": "replace_lines or write to edit HttpLoggingInterceptor.kt", "exact": [ "edit", "replace_lines", "write" ], "after": [ "replace_lines", "write", "command" ], "scores": { "command_sto...
{ "task_id": "829306a7deb0247a", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:4a377e039ffc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
1a067fd7-fdb6-4c08-8aa3-51a55dc5f60b
1a067fd7-fdb6-4c08-8aa3-51a55dc5f60b
c1b51fcd-5c51-4f04-9e8d-0c28f7dc7adc
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 need to verify the structure of the `doc/` directory for a documentation site migration.\n\n1. List all markdown files in `doc/` and `./` (root).\n2. Check `contrib/completion/` and list the shell completion scripts generated there.\n3. Verify if `doc/fd.1` is valid man-page form...
{ "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": "e698d9f0212b8f67", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:de8f4518c0ed", "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
1a067fd7-fdb6-4c08-8aa3-51a55dc5f60b
1a067fd7-fdb6-4c08-8aa3-51a55dc5f60b
9a68c02e-9ab6-42e8-9fd0-dd622d9800e4
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": "Please update `rustfmt.toml` to enforce `max_width = 100`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "list_dir", "grep", "read" ], "loaded": [ "grep", "list_dir", "read"...
{ "tools": [ "write" ], "requests": [ { "need": "write a file to update rustfmt.toml", "exact": [ "write" ], "after": [], "scores": { "web_search": 0, "command_output": 0, "verify": 1, "edit": 4, "git_stash": 0, "git_bra...
{ "task_id": "e698d9f0212b8f67", "repo": "fd", "split": "train", "archetype": "data_files", "prompt_group": "fd:de8f4518c0ed", "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
1a1e970b-52ce-45c1-9590-b080572b97a7
1a1e970b-52ce-45c1-9590-b080572b97a7
308f3e62-1efb-4e7d-aad6-7d09809df36e
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Mira la documentación oficial de Okio (v3.18.2, que acaban de actualizar según el commit dfcfab3). ¿Cuál es la firma correcta para crear un `RequestBody` a partir de un archivo en Kotlin? En samples/guide/src/main/java/okhttp3/recipes/RequestBodyCompression.java usan Java, pero bus...
{ "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": "4c0c74609e6c88e3", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:0e6ade812ade", "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
7
1a212ea4-5334-4133-acbd-5d92188e45bb
1a212ea4-5334-4133-acbd-5d92188e45bb
42c780fc-0a42-4eb5-90f5-0fc60ecf36e6
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a memory leak with `Router::new().route(\"/stream\", get(stream_handler))`. The handler uses a `Stream` that never completes, and memory usage grows linearly. \n\n```rust\nasync fn stream_handler() -> impl Stream<Item = Result<Bytes, axum::Error>> {\n futures::stream:...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "diagnose-performance" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true,...
{ "task_id": "2085e252c7e17c90", "repo": "axum", "split": "train", "archetype": "bugfix", "prompt_group": "axum:c37ca0bf0732", "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
1a212ea4-5334-4133-acbd-5d92188e45bb
1a212ea4-5334-4133-acbd-5d92188e45bb
c87c6cb1-6715-4aaa-8e0d-b61bd6e1723d
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 this apply to `axum-extra`'s `AsyncReadBody` as well?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir", "skills_read" ], "loaded": [ "grep", "li...
{ "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": "2085e252c7e17c90", "repo": "axum", "split": "train", "archetype": "bugfix", "prompt_group": "axum:c37ca0bf0732", "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
5
1a471ac7-7de9-4fda-924a-480251f6a876
1a471ac7-7de9-4fda-924a-480251f6a876
43dde420-ac6d-4c09-8564-6d814e385371
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Please fix the JSON provider in `src/flask/json/provider.py`. The `default` method is raising a `TypeError` for `datetime` objects even though datetime support is supposedly built-in. \n\nHere's the error:\n`TypeError: Object of type datetime is not JSON serializable`\n\nThis happe...
{ "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": "d91497879b78c3d0", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:4687e44e5ed2", "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
1a47c6c2-8e09-4356-a80b-0d4b8db7289b
1a47c6c2-8e09-4356-a80b-0d4b8db7289b
db4525f8-d25e-477d-897d-92c59ffebd1e
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 want to see what happens if we upgrade `mypy`. We recently bumped it in the commits, but I want to be sure we aren't missing any type errors in `httpx/_types.py` or `httpx/_models.py` due to stricter checking.", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [ "command", "web_search" ], "requests": [ { "need": "web_search to find the latest mypy version, and command/verify to install and run mypy", "exact": [ "command", "verify", "web_search" ], "after": [ "command" ], "scores"...
{ "task_id": "b98e0f37f7196142", "repo": "httpx", "split": "train", "archetype": "dependencies", "prompt_group": "httpx:4633cd37933e", "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
1a4cf081-e0dd-49fa-abf2-6bd3d8e9783f
1a4cf081-e0dd-49fa-abf2-6bd3d8e9783f
869b4299-176f-4926-8df6-48803494f01f
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": "How does Requests handle cookie persistence across requests? If I use a Session, are cookies stored in memory or on disk? What happens if I mix Session objects with the global module-level functions?", "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": "dfdbeda3b9c350bb", "repo": "requests", "split": "train", "archetype": "question", "prompt_group": "requests:c1ee9dad6cd8", "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
1a5b2844-4525-4522-af74-a5d7c3587d35
1a5b2844-4525-4522-af74-a5d7c3587d35
780b3909-25e7-4fb1-9975-a1c5ee1900f3
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We need to move to a newer version of the `ignore` crate. Check Cargo.toml and update it, but be careful since we rely heavily on it in src/walk.rs for filesystem traversal.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "web_search and fetch_url to find the latest version of the ignore crate and research its changes", "exact": [ "fetch_url", "web_search" ], "after": [ "command" ], "scores": { "extract_archive": 0, ...
{ "task_id": "117ad6b67daa6bb8", "repo": "fd", "split": "train", "archetype": "dependencies", "prompt_group": "fd:98c222e6c466", "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
13
1a634e17-85c8-423d-824a-e4dac5ccccfe
1a634e17-85c8-423d-824a-e4dac5ccccfe
e7a8d454-f3d2-4066-9d67-74864969163a
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The README mentions smart case behavior. Can we add a more detailed example or a small table in the 'Features' section that shows exactly when it switches from case-insensitive to case-sensitive?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "imp...
{ "tools": [], "requests": [ { "need": "write or edit a file", "exact": [ "edit", "write" ], "after": [], "scores": { "git_stash_list": 0, "move": 2, "scan_pack": 0, "git_blame": 0, "wait": 0, "secret_generate": 0, ...
{ "task_id": "050edfa34cc3570a", "repo": "fd", "split": "train", "archetype": "docs", "prompt_group": "fd:dbdbf0397cfe", "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
22
9a72304a-5795-4349-992c-788630f0126a
1a6884b0-9280-4f6d-a62e-17bbeb823083
fd852895-b20a-4529-a187-3b74263a9dd4
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 context.go and context_test.go, verify content, implement deep copy for Errors and Accepted in context.go, and add tests in context_test.go.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "ea55b65997f64053", "repo": "gin", "split": "train", "archetype": "refactor", "prompt_group": "gin:76e6ca9270d3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_reques...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
1aa581c7-0b6d-4e8a-b6f0-bdf97d241b30
1aa581c7-0b6d-4e8a-b6f0-bdf97d241b30
aad1f797-8c9a-488a-a4c9-4766c80a759b
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": "Ho bisogno di fare un cleanup generale della gestione dei file. Puoi occuparti di queste tre cose: 1) Controlla se ci sono duplicazioni di logica tra `lib/thor/actions/create_file.rb` e `lib/thor/actions/file_manipulation.rb`. 2) Aggiorna i test in `spec/actions/create_file_spec.rb...
{ "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": "256c67198c062b0b", "repo": "thor", "split": "train", "archetype": "multi_part", "prompt_group": "thor:374b72ddb330", "lang": "it", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
1ab2f492-5a7b-4b44-895d-88a2769a8fd1
1ab2f492-5a7b-4b44-895d-88a2769a8fd1
f4b7f86d-55f7-4691-bcef-ad77393c7d5d
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a TypeError in `src/requests/utils.py` when passing a file-like object that only implements `__getattr__` instead of the full interface. Can you patch the detection logic in `_encode_files` to handle this? Run `pytest tests/test_utils.py::TestContentEncoding` to verify ...
{ "tools": [], "requests": [ { "need": "I need to run a shell command to execute pytest.", "exact": [ "command" ], "after": [ "write" ], "scores": { "git_stash": 0, "delete": 0, "wc": 0, "answer_decision": 0, "stat": 0, ...
{ "task_id": "d778df4a71e1a321", "repo": "requests", "split": "train", "archetype": "run_and_verify", "prompt_group": "requests:f74f5cb7d98f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
1ab56a4f-f4c1-4bed-b3ad-ffadd8c3e4cf
1ab56a4f-f4c1-4bed-b3ad-ffadd8c3e4cf
0649a01a-a31c-46c3-96f3-92d448757454
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": "Help message doesn't explain the color options\n\nThis is a UX bug. `fd --help` lists `--color` but doesn't explicitly explain that `always` forces color even if stdout is not a TTY, which is useful for piping to `less -R`. \n\nCan you update `src/cli.rs` to add a clearer explanati...
{ "tools": [ "edit", "replace_lines", "write" ], "requests": [ { "need": "Edit files: write, edit, replace_lines to modify src/cli.rs line 832 and doc/fd.1 line 295 with improved --color always option text", "exact": [ "edit", "replace_lines", "write" ], ...
{ "task_id": "b0e9c45fd7de8407", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:707ae913a23b", "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
1ab56a4f-f4c1-4bed-b3ad-ffadd8c3e4cf
1ab56a4f-f4c1-4bed-b3ad-ffadd8c3e4cf
a9d249a2-fd14-49f0-b25f-03df1897f86f
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": "Make sure the man page generation script in `scripts/` is updated if necessary.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "replace_lines", "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": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "b0e9c45fd7de8407", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:707ae913a23b", "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
1ace56ef-f023-4c12-90a2-9722ae39211e
1ace56ef-f023-4c12-90a2-9722ae39211e
762cab20-f39a-4f2b-b0f3-5311e7988cff
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at `src/filter/mod.rs`. How are the different filter types (size, time, owner) being applied to the entries during the walk?", "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": "75048f95c92c228a", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:ed8ec3348846", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
1ae008a3-f824-4c9c-95e6-14b29f344812
1ae008a3-f824-4c9c-95e6-14b29f344812
53372e79-6946-4020-aa75-1d1680f27756
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to use async views in `src/flask/views.py`. When I define an async `dispatch_request` in a `MethodView` subclass, Flask raises a `RuntimeError: async def functions are not supported in synchronous mode`. \n\nBut I enabled async support in my app config. Is `MethodView` n...
{ "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": "110a18a6a8236cb3", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:eccde9758c10", "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
9
1ae008a3-f824-4c9c-95e6-14b29f344812
1ae008a3-f824-4c9c-95e6-14b29f344812
15aa36d6-6dd3-4566-b056-acaf1527853b
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check `src/flask/app.py` to see how it wraps dispatch requests for `MethodView`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "summarize" ], "loaded": [ "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": "110a18a6a8236cb3", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:eccde9758c10", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
1b1149bb-d3b5-4d3e-b7f9-d4309f1cd891
1b1149bb-d3b5-4d3e-b7f9-d4309f1cd891
caf181c5-4861-453e-86ea-3412b7dd6cc1
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": "Where is the `json_provider_class` attribute used in the application lifecycle? I want to see where it's instantiated and how it's attached to the app instance.", "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": "a57e0fbdc4e83a88", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:d300d3507103", "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
1b1149bb-d3b5-4d3e-b7f9-d4309f1cd891
1b1149bb-d3b5-4d3e-b7f9-d4309f1cd891
0d4ff2ff-f503-4eba-8ea7-43f3257876cf
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's the default provider implementation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "a57e0fbdc4e83a88", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:d300d3507103", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
1b1149bb-d3b5-4d3e-b7f9-d4309f1cd891
1b1149bb-d3b5-4d3e-b7f9-d4309f1cd891
29b1f207-98dd-4af3-a55e-4c8da7ce188c
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": "Are there any tests that mock a custom provider?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find", "read", "grep" ], "loaded": [ "find", "grep", "read",...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "a57e0fbdc4e83a88", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:d300d3507103", "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
1b38b7ab-40fb-4fe3-b943-ee774de74688
1b38b7ab-40fb-4fe3-b943-ee774de74688
7537afd2-7ae1-4eae-ae6f-39bd70db19d6
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": "Where is the `ShellCompDirective` constant defined and which file handles the logic for setting it as the default for subcommands?", "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": "4e734435234855ea", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:8937b234393a", "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
1b38b7ab-40fb-4fe3-b943-ee774de74688
1b38b7ab-40fb-4fe3-b943-ee774de74688
a30cec56-3e2f-4fcc-aa16-7c00e37d432e
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me the tests that cover this default behavior.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "4e734435234855ea", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:8937b234393a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
1b38b7ab-40fb-4fe3-b943-ee774de74688
1b38b7ab-40fb-4fe3-b943-ee774de74688
67970320-ff5e-4b12-a392-76cc0be25100
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does the bash completion handler respect this directive?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "4e734435234855ea", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:8937b234393a", "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
1b95acf4-0034-4217-b118-6d13dbedb89c
1b95acf4-0034-4217-b118-6d13dbedb89c
22e7930b-1854-4ec3-a369-5b1522bc477e
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": "I'm getting a weird content-type header in my error responses. Trace where the content type is determined in the ErrorHandler. Specifically, I want to know where `forceContentType` is checked or reset.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "ffe17986d2938da9", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:8329614c26e3", "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
1ba4d1a8-31d7-4cfb-918a-01ac894df135
1ba4d1a8-31d7-4cfb-918a-01ac894df135
26722394-5ae4-43ae-872f-44878d6f524e
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": "Look at `render/json.go`. If I call `c.JSON()`, how does it actually interface with the `codec/json` package to write the response?", "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": "6ca2bec8195a9079", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:9e36fab71f41", "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
1bc62a29-3db6-4152-ae30-222fb47ff8d0
1bc62a29-3db6-4152-ae30-222fb47ff8d0
4e08f77a-6695-4c7e-8ac5-4c8337a3fafb
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": "There's a security note in the README about open-uri and command injection. Can you check the current NVD (National Vulnerability Database) website for CVEs related to 'open-uri ruby'? I want to know if there are any known critical vulnerabilities I should be aware of before mergin...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search to find NVD CVEs for open-uri ruby, and fetch_url to read NVD pages", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "process...
{ "task_id": "eb18a6aec69dddba", "repo": "thor", "split": "train", "archetype": "web", "prompt_group": "thor:ae97bd3d4a77", "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
1bd9d954-4077-4822-b1dd-e45216eee612
1bd9d954-4077-4822-b1dd-e45216eee612
1bb43e2a-b678-4191-835b-a6b34e6f71d7
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm debugging a blueprints static file routing issue. Look at tests/test_blueprints.py and src/flask/blueprints.py and tell me how static folders are resolved for nested blueprints.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investi...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "d383c64f17f62faa", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:aa5facdf98be", "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
1c08eeec-a845-4c0c-a6f5-d789abd9e8bc
1c08eeec-a845-4c0c-a6f5-d789abd9e8bc
053f60e6-82df-48d5-8092-a52fc99658ee
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to test our DNS-over-HTTPS implementation. Can you fetch https://dns.google/resolve?name=example.com&type=A&returnCdnIp=true and parse the JSON response? I need to verify that the CDN IP is being returned correctly using the OkHttp client.", "root_count": 1, "posture...
{ "tools": [ "fetch_url", "http_request" ], "requests": [ { "need": "fetch a URL and send HTTP requests to test DNS-over-HTTPS", "exact": [], "after": [ "http_request" ], "scores": { "secret_revoke": 0, "scan_summary": 0, "replace_lines": 0...
{ "task_id": "028972616d4706d2", "repo": "okhttp", "split": "train", "archetype": "web", "prompt_group": "okhttp:ed2b038b8217", "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
1c1faecd-8a68-4d37-b40c-a88418b4cf13
1c1faecd-8a68-4d37-b40c-a88418b4cf13
868f1d6d-67b9-4f4c-9f2a-490a28303a42
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: Ruff is complaining about F401 (import unused) in `src/requests/packages.py`. The linter seems to think we aren't using the vendored libraries. Check the `__init__.py` to see how they are re-exported and update the code so the linter passes. Just run `ruff check src/requests/`...
{ "tools": [], "requests": [ { "need": "run shell commands like ruff", "exact": [], "after": [], "scores": { "scan_summary": 0, "capture_page": 0, "copy": 0, "render_view": 0, "jq_edit": 0, "page_close": 0, "terminal_open": 3, ...
{ "task_id": "8815a30780893602", "repo": "requests", "split": "train", "archetype": "run_and_verify", "prompt_group": "requests:a4af59350419", "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
9
1c3a0371-c9fd-481f-bf58-cf677927effa
1c3a0371-c9fd-481f-bf58-cf677927effa
36f86983-751f-4e6b-aaa0-008d488377e6
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The error message in args.go when a required argument is missing is a bit cryptic. Can you update it to be more descriptive, like 'requires at least 1 arg(s), but got 0'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "the edit tool to replace a span of text in a file", "exact": [ "edit" ], "after": [], "scores": { "page_act": 0, "scan_list": 0, "scan_compare": 0, "git_compare": 0, "process_list"...
{ "task_id": "6794f14bd49ddfc9", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:12ff99a625fd", "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
28
1c93fe12-b509-4308-bae2-68535faf88f5
1c93fe12-b509-4308-bae2-68535faf88f5
a5f99f00-b865-495c-8f82-3d50a3260f15
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": "Necesitas una aclaración sobre el método QUERY que añadieron recientemente (`feat(router): add QUERY method shortcut`). Según el RFC 10008 oficial, este método es opcional pero cada vez más usado. ¿Puedes buscar la explicación oficial de este RFC y decirme cómo Gin lo implementa en...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research RFC 10008 and the QUERY method", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "edit": 0, ...
{ "task_id": "710b5d5a955c9ace", "repo": "gin", "split": "train", "archetype": "docs_online", "prompt_group": "gin:8b5fd1f8446c", "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
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{ "floor": [ "ask_user", "find", "grep", "list_dir", "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 hitting a panic in `tree.getValue` when sending a rapid burst of concurrent requests to a specific nested route.\n\nStack trace:\n```\npanic: runtime error: slice bounds out of range [:3] with capacity 2\n\ngoroutine 108 [running]:\ngithub.com/gin-gonic/gin.(*node).getValue(0xc...
{ "tools": [ "command", "edit", "replace_lines", "wait" ], "requests": [ { "need": "edit a file in place — replace a specific span in tree.go and gin.go", "exact": [ "edit" ], "after": [ "replace_lines", "command" ], "scores": { ...
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{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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": "Report the 3 dirty git changes in the repository", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": false, ...
{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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 all files in mockwebserver/src/main/kotlin/mockwebserver3/ to understand the threading/concurrency patterns in MockWebServer and QueueDispatcher", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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 TaskFaker implementation in okhttp-testing-support to understand the reference pattern for single-threaded execution", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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": "Survey MockWebServer and QueueDispatcher threading patterns in mockwebserver module", "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": false, "native-jq-tool": false, "native-list-dir-tool": true, "native-read-tool": false...
{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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": "Survey TaskRunner and TaskExecutor patterns in okhttp internal concurrent package", "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": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "native-read-tool": true, ...
{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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": "Survey TaskFaker implementation for the reference pattern", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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": "Survey the current MockWebServer and QueueDispatcher threading/concurrency patterns", "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": false, "native-jq-tool": false, "native-list-dir-tool": true, "native-read-tool": false...
{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "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": "Survey the TaskRunner and TaskFaker patterns to understand the reference implementation", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
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pw-decide-row/1
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{ "host": "worker", "user": "Read and report the full source code of QueueDispatcher.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "host": "worker", "user": "Read and report the full source code of MockWebServer.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
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pw-decide-row/1
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{ "host": "worker", "user": "Read and report the full source code of TaskRunner.kt", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
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pw-decide-row/1
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{ "host": "worker", "user": "Read and report the full source code of TaskFaker.kt for the reference pattern", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
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{ "task_id": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
okhttp
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false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the full source code of TaskExecutor.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
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okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the full source code of QueueDispatcher.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the full source code of TaskQueue.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the full source code of QueueDispatcher.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the full source code of MockWebServer.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the full source code of QueueDispatcher.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
okhttp
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 and report the full source code of MockWebServer.kt", "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": "c4cbea2c51bf8cc2", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:b65b9f05fda3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
dc3bf9215aac8877
requests
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify the pre-commit hooks. Read `.pre-commit-config.yaml` and tell me what version of ruff is being used. Then check `src/requests/__init__.py` to see if it's compatible with the current ruff version specified. Also, does tox.ini reference the same pre-commit configurat...
{ "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": "9ff1dc1cd5a8abbe", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:8af9a9543686", "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
1cc38c76-ee97-4a5a-a59e-ab5c2c98fbb4
1cc38c76-ee97-4a5a-a59e-ab5c2c98fbb4
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coordinator
implement_investigate
dc3bf9215aac8877
requests
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false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "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 ruff is out of date compared to the latest stable release in the repo's recent commits, suggest an update.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "read" ] ...
{ "tools": [ "fetch_url", "http_request", "web_search" ], "requests": [ { "need": "Fetch web pages and search the web to determine the latest stable ruff release version", "exact": [], "after": [], "scores": { "capture_page": 1, "wc": 0, "command_sto...
{ "task_id": "9ff1dc1cd5a8abbe", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:8af9a9543686", "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
1cc38c76-ee97-4a5a-a59e-ab5c2c98fbb4
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coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if the pre-commit config has any stages that don't match the hooks defined.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "skills_read", "fetch_url", "web_sear...
{ "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": "9ff1dc1cd5a8abbe", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:8af9a9543686", "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
1cd3a234-78fb-493d-94a1-81439feb7871
1cd3a234-78fb-493d-94a1-81439feb7871
60603472-0f83-4c0c-bea4-b8a4bf0cc7c6
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": "Add a `timeout` parameter to the `httpx.Client.__init__` method in `httpx/_client.py` so it can be set at instantiation. Make sure it's also reflected in the type hints in `httpx/_types.py` if necessary.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surfac...
{ "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": "c59a1bd136afd21e", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:7cddffa2e944", "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
1cfdb872-15e0-4640-aef7-ee273feb18dd
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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": "You list \"Intelligent suggestions\" as a feature. How does the guessing logic work? Is it based on Levenshtein distance or something else?", "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": "d42c951e6950aa26", "repo": "cobra", "split": "train", "archetype": "question", "prompt_group": "cobra:f7bb3810ab50", "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
1d1a647f-de0c-4671-804e-2d74d9b5435c
1d1a647f-de0c-4671-804e-2d74d9b5435c
af90a020-6f50-4077-b892-1dc755ec68ec
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Ciao, ho un errore strano che si presenta solo quando avvio l'applicazione di esempio `examples/tutorial`. Non riesco a collegarmi al database. Puoi guardare il file `examples/tutorial/flaskr/db.py` e dirmi se c'è qualcosa di sbagliato nella connessione? Ecco il traceback:\n\nAttri...
{ "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": "1232d46ce07856d5", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:dd7c29745a47", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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1d1a647f-de0c-4671-804e-2d74d9b5435c
1d1a647f-de0c-4671-804e-2d74d9b5435c
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coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Ho corretto la chiamata a `sqlite3.connect` ma ora ricevo un `OperationalError` che dice che il file del database non esiste. Come posso fare in modo che il file venga creato automaticamente alla prima esecuzione?", "root_count": 1, "posture": "build", "workers_in_flight": 0,...
{ "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": "1232d46ce07856d5", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:dd7c29745a47", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
1d1a647f-de0c-4671-804e-2d74d9b5435c
1d1a647f-de0c-4671-804e-2d74d9b5435c
6327d0a2-b1fb-4b16-997e-8295c8902c2a
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Perfetto, ora funziona! Potresti spiegarmi brevemente come la funzione `init_db` interagisce con il contesto dell'applicazione in `flaskr/__init__.py`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_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": "1232d46ce07856d5", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:dd7c29745a47", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
1d3fd498-936a-4f5a-9791-35b11af4c3b8
1d3fd498-936a-4f5a-9791-35b11af4c3b8
21934671-7b42-4377-ba22-97d3b5fda632
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Na pasta `okhttp-tls`, onde ficam os adapters DER para ler certificados? Preciso de um resumo dos arquivos em `okhttp3/tls/internal/der/`.", "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": "008a99efb936e181", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:1ef1e336dee7", "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
9
1d4e5e2c-c975-45bb-a41f-374491c474ce
1d4e5e2c-c975-45bb-a41f-374491c474ce
4eb59f55-c026-402e-9bfa-86c2f13ea9fc
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a crash when deserializing a JSON array containing nulls mixed with objects in my project using Gson.\n\nHere is the stack trace:\n```\ncom.google.gson.JsonSyntaxException: java.lang.IllegalStateException: Expected STRING but was NULL\n at com.google.gson.internal.bind....
{ "tools": [], "requests": [ { "need": "write files", "exact": [ "write" ], "after": [ "command" ], "scores": { "http_request": 0, "copy": 1, "web_search": 0, "git_stash_list": 0, "replace_lines": 3, "process_sig...
{ "task_id": "9c41410ee62c2004", "repo": "gson", "split": "train", "archetype": "bugfix", "prompt_group": "gson:55d3eb0338c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
1d717082-4329-4258-b060-26fc8b948f2f
1d717082-4329-4258-b060-26fc8b948f2f
ad435574-e3a3-4103-b910-1e422e59e202
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": "测试文件:examples/tutorial/tests/test_factory.py\n我需要知道这个工厂函数在多次调用是否生成了不同的 app 实例。跑一下对应的测试用例,带上 -s 参数看输出。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "write" ], "requests": [ { "need": "run a shell command like pytest", "exact": [ "command" ], "after": [ "edit" ], "scores": { "scan_pack": 0, "source_history": 0, "git_log": 0, "git...
{ "task_id": "e8ddda217ff38683", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:1619337d660e", "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
20
1db3db05-b831-4836-9bec-f6e08636c9f9
1db3db05-b831-4836-9bec-f6e08636c9f9
abfdbb34-ba0d-431d-bb8e-3e0a50ff7d1a
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to migrate our CI from Ruby 2.7 to 3.1. I found a note in the Thor release notes that mentions `Thor::Util` changes. Can you point me to the specific migration guide or changelog entry for Thor 1.3.0 regarding `instance_eval` behavior? I'm getting weird scope errors in o...
{ "tools": [ "web_search" ], "requests": [ { "need": "search the web for Thor 1.3.0 changelog and Thor::Util instance_eval behavior changes", "exact": [], "after": [ "web_search" ], "scores": { "git_stash": 0, "git_compare": 0, "wait": 0, ...
{ "task_id": "f39daaf278d5440f", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:81ffdc389710", "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
1dc40b07-1e38-4f15-ab02-cfcb5f45de16
1dc40b07-1e38-4f15-ab02-cfcb5f45de16
8d32e5e8-6c14-46ab-a74d-4df15ec75e3b
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": "Rename the `estimateDataURLDecodedBytes` function to `getDecodedDataURLSize` in both `lib/helpers/estimateDataURLDecodedBytes.js` and its corresponding test file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "tools for replacing text in files, such as edit or replace_lines", "exact": [ "edit", "replace_lines" ], "after": [], "scores": { "wc": 0, "http_request": 0, "process_list": 0, "gi...
{ "task_id": "44a4de76c5977af4", "repo": "axios", "split": "train", "archetype": "small_change", "prompt_group": "axios:8ebe7beaa19c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
1dfe8468-8590-4329-b1dd-5917ea215ecd
1dfe8468-8590-4329-b1dd-5917ea215ecd
efc39a70-88dc-487f-a9b1-1323fc7ae6bd
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 seeing deprecation warnings for `GsonBuilder.setDateFormat` in my code. What is the modern replacement for handling date serialization in the latest 2.14.0 release? I see there's a `JavaTimeTypeAdapters` file in `gson/src/main/java/com/google/gson/internal/bind/`. Does the offi...
{ "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": "fc32db93d35fd247", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:1faca0536eb6", "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" }