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pw-decide-row/1
8
eb360aa2-8fad-4a4a-b47a-a61cc71c484e
eb360aa2-8fad-4a4a-b47a-a61cc71c484e
85c3ba9e-6c35-4f6c-bf0b-c9896634a629
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 have a zip archive `httpx-0.28.1.zip` in the root. Can you help me extract it and count how many Python files are inside the extracted folder? I want to verify the distribution size. Don't actually execute the extraction if it's too heavy, just estimate based on the manifest if a...
{ "tools": [ "command", "stat" ], "requests": [ { "need": "run a shell command to list zip archive contents and count Python files", "exact": [ "command" ], "after": [], "scores": { "terminal_open": 4, "extract_archive": 2, "worker_cancel":...
{ "task_id": "b3ec3e0a66d11abf", "repo": "httpx", "split": "train", "archetype": "data_files", "prompt_group": "httpx:84418036802f", "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
eb644498-b09c-4b4c-afda-2838eefad5b0
eb644498-b09c-4b4c-afda-2838eefad5b0
5d2903ba-e000-4c21-bee4-4dd9a3c9dba6
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": "Check the current CVE database for any high-severity vulnerabilities in httpx. Search for CVEs related to 'httpx' with severity 'high' or 'critical'. List them if found.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web search for httpx CVEs with high or critical severity", "exact": [], "after": [ "web_search", "fetch_url" ], "scores": { "wc": 0, "web_search": 4, "git_show": 0, ...
{ "task_id": "06d47cf55ec2c453", "repo": "httpx", "split": "train", "archetype": "web", "prompt_group": "httpx:2cbc0ebf57f3", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
eba9f114-2583-4b07-b8b0-37034d7af72f
eba9f114-2583-4b07-b8b0-37034d7af72f
e76342f3-e7c9-4d65-9f71-05b585421a38
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": "Lanciami i test suite e fammi sapere se tutto passa. Se qualche test fallisce, incolla l'output dell'errore così posso investigare.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run a command in the terminal, like cargo test", "exact": [ "command" ], "after": [ "wait", "command_output" ], "scores": { "scan_summary": 0, "g...
{ "task_id": "903af2e148eed1de", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:6d8710b3272a", "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
7
eba9f114-2583-4b07-b8b0-37034d7af72f
eba9f114-2583-4b07-b8b0-37034d7af72f
f4805c15-3bb6-4872-9954-710ae2426dc8
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": "Se tutto passa, dammi anche il tempo totale di esecuzione.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command_output", "wait", "command", "request_tools", "list_dir" ], "loa...
{ "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": "903af2e148eed1de", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:6d8710b3272a", "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
4
ebb6e161-7494-4b0a-a6be-4ccaa79eab24
ebb6e161-7494-4b0a-a6be-4ccaa79eab24
bbb9257f-a9a0-4ef8-83fe-c374afcddf4b
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": "Wer hat die letzte Änderung in `lib/thor/shell/color.rb` vorgenommen und was war die Commit-Nachricht?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log" ], "requests": [ { "need": "git_log to query git blame and commit history for lib/thor/shell/color.rb", "exact": [ "git_log" ], "after": [ "git_log" ], "scores": { "git_commit": 0, "git_restore": 0, ...
{ "task_id": "81602d4d49c6fa33", "repo": "thor", "split": "train", "archetype": "git_history", "prompt_group": "thor:e4261eb7c93a", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
ebcafa7e-0f41-4c09-9355-72cc582a49c8
ebcafa7e-0f41-4c09-9355-72cc582a49c8
d93dc1d5-470d-4fa5-8093-b5b275ccf238
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you quickly check if `tests/smoke/esm/tests/http2.smoke.test.js` passes? I'm seeing a failure in my local dev environment and I want to isolate if it's my setup or the code.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate...
{ "tools": [ "command", "command_output", "edit", "wait" ], "requests": [ { "need": "run npm build, pack, and install commands to prepare and run the smoke test", "exact": [], "after": [], "scores": { "scan_pack": 0, "scan_summary": 0, "restore_v...
{ "task_id": "5b1f718ca58578d8", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:38a0dbcfb46e", "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
4
ebd1c384-6e31-40f3-a970-55508fcfbca5
ebd1c384-6e31-40f3-a970-55508fcfbca5
bf6832a0-d26a-43d9-ae19-f1f07e3ab6c3
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The YAML documentation generator in `doc/yaml_docs.go` is escaping the backticks inside code examples incorrectly. If my command help has ```go\n```\n\nIt's producing invalid YAML. Can you fix the serialization logic in `yaml_docs_test.go` as well to ensure we have coverage?", "r...
{ "tools": [], "requests": [ { "need": "run shell commands like go test and grep", "exact": [], "after": [ "write" ], "scores": { "restore_version": 0, "write": 0, "view_image": 0, "git_blame": 0, "page_close": 0, "terminal_op...
{ "task_id": "b438cd25ba22390e", "repo": "cobra", "split": "train", "archetype": "bugfix", "prompt_group": "cobra:43ef29a01823", "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
ebe17db8-7581-477a-a2bc-04c8a185c177
ebe17db8-7581-477a-a2bc-04c8a185c177
a31161f6-3acc-4621-9599-90faf683fce7
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I just realized I made a typo in the docstring of `src/flask/helpers.py` in my last commit. Can you amend the last commit with the fix?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run git commands like git log and git commit --amend", "exact": [], "after": [ "git_log", "git_show", "git_status", "edit" ], "scores": { "page_act": 0, "git_checkout": 1, "delete": 0, ...
{ "task_id": "8e028b83f3b0f498", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:571497bc2117", "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
6
ebeae511-5625-424d-9733-54cfe145413a
ebeae511-5625-424d-9733-54cfe145413a
75dfc366-afc7-4937-9463-1a5039e2afca
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been working on some refactoring in lib/request.js and lib/response.js. Can you look at my uncommitted changes and split them into two logical commits? Make sure the commit messages follow conventional commits format.", "root_count": 1, "posture": "build", "workers_in_fl...
{ "tools": [ "command", "git_diff", "git_stash_list", "git_status" ], "requests": [ { "need": "git_status, git_diff to inspect uncommitted changes, and git_commit, git_checkout to create the two commits", "exact": [ "git_checkout", "git_commit", "git_diff", ...
{ "task_id": "7235ef0deeb43e5f", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:833e34a72133", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
ec0b7fc6-4986-4f5c-a91b-d091b579d3db
ec0b7fc6-4986-4f5c-a91b-d091b579d3db
1b856477-92e9-481b-bbe7-75b307dd6e63
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify the `render` package covers all supported formats. \n\nList all files in `render/` and cross-reference them with the supported media types defined in `render/render.go`. \n\nAre there any renderers implemented but not exported or missing from the main registry? Ret...
{ "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": "7435c2ca1d2d870a", "repo": "gin", "split": "train", "archetype": "data_files", "prompt_group": "gin:8885b2bfb251", "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
27
ec12706a-77f6-4565-8954-d2849b5a3fa2
ec12706a-77f6-4565-8954-d2849b5a3fa2
9d3871af-6a66-450c-ad40-54ff90b8c183
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": "show me the implementation of the recovery middleware in recovery.go and explain how it records panics into c.Errors.", "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": "5c85525ba06a1a94", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:805ce5601fcf", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
ec141f2b-803e-45c6-8cd2-4734fc199b2e
ec141f2b-803e-45c6-8cd2-4734fc199b2e
199aadba-e988-4c4a-b162-ff0a5a525af3
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "where is the allowed methods cache being bound in FastRouteDispatcher?", "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": "a9f3b8d648f4cace", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:5904d5dbcd85", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
ec14784f-70d5-4194-803e-040a9aab7895
ec14784f-70d5-4194-803e-040a9aab7895
9e3e9c89-d713-477b-b239-b991d11efa47
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": "We should probably move towards using a more modern dependency management approach. Can you assess if we should migrate from setup.py to a fully PEP 621 compliant pyproject.toml setup?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inve...
{ "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": "e8e6e585eea70a9c", "repo": "requests", "split": "train", "archetype": "dependencies", "prompt_group": "requests:7633871aeda1", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
ec209fdf-8799-4f66-bdbc-45a882c22103
ec209fdf-8799-4f66-bdbc-45a882c22103
092fa0e8-2f78-4bcb-9514-398e9c38a606
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does the context Copy mechanism work under the hood? I saw a recent commit about loading Keys under a mutex. Does every call to c.Copy allocate a new context map even if I didn't add any values to c.Keys?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "s...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "0d114ad062479eab", "repo": "gin", "split": "train", "archetype": "question", "prompt_group": "gin:99c113ee435d", "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
ec278ff4-1e5d-445c-aa39-dec43c24ef00
ec278ff4-1e5d-445c-aa39-dec43c24ef00
fbf10f49-6dc5-49c1-9bb2-7a23cb5b18fb
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 setting up the `extras` module for some runtime type adaptation. The file list shows `RuntimeTypeAdapterFactory` and `PostConstructAdapterFactory` in `extras/src/main/java`. Are these officially maintained APIs? I can't find them in the main `gson/src/main/java` documentation. ...
{ "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": "1891255206b0eabd", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:5857db1a66d2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
ec3b9060-a4d7-443c-9421-ec31b9ec6ba7
ec3b9060-a4d7-443c-9421-ec31b9ec6ba7
cdda2ee1-a1db-43e5-a159-adbfde88a2da
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 getting a `RuntimeError: working outside of application context`. Can you point me to where that error message is raised in the codebase?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "d80b6a5a63e248d6", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:f1c60403efe8", "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
ec3cd7ec-63bd-49fa-99b4-feabb80740e6
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a079716d-a2d8-4b18-bef9-315e5b6de889
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": "Can you run the benchmark for `ResponseBodyJvmTest`? I want to compare the performance of reading a large gzip-compressed response. Make sure to use the `CommonRequestBodyTest` setup to generate the test data consistently.", "root_count": 1, "posture": "build", "workers_in_fl...
{ "tools": [ "command", "terminal_open" ], "requests": [ { "need": "execute shell commands and gradle tasks", "exact": [], "after": [ "command" ], "scores": { "scan_pack": 0, "scan_query": 0, "secret_revoke": 0, "scan_summary": 0, ...
{ "task_id": "d41f978f1a0332ea", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:c7e34e831571", "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
27
ece34fcc-47b3-40ee-9e7a-1676d910adf4
ece34fcc-47b3-40ee-9e7a-1676d910adf4
d1b9f4e3-44f6-4507-bdfb-58c11c19c98b
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you point me to where the JSON body parser middleware is actually invoked in the default application setup? I'm trying to trace why some endpoints aren't getting parsed bodies.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investig...
{ "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": "1122bcc37cc8735c", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:158e26aef699", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
ecf15fae-12c6-4a01-83a9-0b8b41c339c3
ecf15fae-12c6-4a01-83a9-0b8b41c339c3
a234a829-7833-4617-a809-86b7c778d47e
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 where the repeated flags functionality is documented and implemented. specifically the part about appending values.", "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": "58ac4d7ba1bc589b", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:605bedb02cb3", "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
ed06015a-e719-466a-a7ee-342fb5a025a1
ed06015a-e719-466a-a7ee-342fb5a025a1
5cf880d6-b2f2-43c3-97c4-696b0cc1af9f
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Who was the last person to touch lib/response.js and what was the purpose of their change?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log" ], "requests": [ { "need": "git_log and git_blame to investigate file history", "exact": [ "git_blame", "git_log" ], "after": [], "scores": { "chmod": 0, "git_compare": 1, "command_stop": 0, "terminal_send...
{ "task_id": "8dc8fedfc05f640a", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:e227f931670d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
ed095c33-bf54-4f82-9825-d83fc137a2ae
ed095c33-bf54-4f82-9825-d83fc137a2ae
64b2b191-4b2f-42cd-8775-f203a4193413
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": "Remove `examples/javascript/LICENSE.txt` since we don't need duplicate license files in the examples directory.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "delete", "git_status" ], "requests": [ { "need": "delete a file", "exact": [ "delete" ], "after": [ "command" ], "scores": { "verify": 1, "process_signal": 0, "terminal_snapshot": 0, "chown...
{ "task_id": "76e89f0f63cfe876", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:5ed4ebb96a58", "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
edb3234c-a9b3-4754-b9d7-f55d9baaad48
edb3234c-a9b3-4754-b9d7-f55d9baaad48
4b44c1b9-3fa6-4f8c-b23a-eac9ca9b80e6
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you hit the GitHub status page at https://www.githubstatus.com/api/v2/status.json to see if there are any active incidents? I want to know if there's a major outage affecting GitHub right now, which might be blocking our CI/CD.", "root_count": 1, "posture": "build", "work...
{ "tools": [ "fetch_url" ], "requests": [ { "need": "fetch a URL to retrieve the GitHub status API response", "exact": [], "after": [], "scores": { "jq_edit": 0, "stat": 0, "page_act": 0, "wait": 0, "scan_compare": 0, "wc": 0, ...
{ "task_id": "32f732746b2e9b38", "repo": "httpx", "split": "train", "archetype": "web", "prompt_group": "httpx:890ccb881d95", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
edb3234c-a9b3-4754-b9d7-f55d9baaad48
edb3234c-a9b3-4754-b9d7-f55d9baaad48
7553f929-95d6-44f8-967e-6e82f762cb3e
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": "Also check https://www.githubstatus.com/api/v2/summary.json for the last 24 hours of incidents.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "request_tools" ], "loaded": [ ...
{ "tools": [ "fetch_url" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "nat...
{ "task_id": "32f732746b2e9b38", "repo": "httpx", "split": "train", "archetype": "web", "prompt_group": "httpx:890ccb881d95", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
ede5252c-e90f-4153-bee4-fa8d942d8f88
ede5252c-e90f-4153-bee4-fa8d942d8f88
d5a9c5b4-735b-45ab-9f32-5c4866b01bde
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'm trying to configure the HTTP/2 settings in httpx._config.HTTPVersion or similar, but I can't find clear documentation on what valid values or constraints are for the 'h2' version string. Can you check the official h2 library docs or the HTTPX docs to see what's expected here?",...
{ "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": "3fddcd28c1f80cf4", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:9ce699bd97d3", "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
ee0a57a0-139f-4b50-9465-c8a5ee64a6c9
ee0a57a0-139f-4b50-9465-c8a5ee64a6c9
277adece-43e2-4205-a59a-8d6e41cdb6f1
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the logic inside lib/thor/actions/inject_into_file.rb? Specifically, how does it decide where to insert the new content?", "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": "20f390456c6b1396", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:5e6f453d1038", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
ee1db0da-932b-48da-ba2d-b4b45c1ceb9e
ee1db0da-932b-48da-ba2d-b4b45c1ceb9e
6959772c-fec1-461c-94cd-2d325171942e
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 a high-level architecture diagram for this project. Can you describe how the directory traversal in src/walk.rs interacts with the filtering logic in src/filter/mod.rs and finally outputs results via src/output.rs? Use Mermaid syntax.", "root_count": 1, "posture": "build...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "d6633eb2df2b575e", "repo": "fd", "split": "train", "archetype": "docs", "prompt_group": "fd:8a47efc784ce", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
ee480552-55e9-4339-868a-e4e2387ab3d0
ee480552-55e9-4339-868a-e4e2387ab3d0
a79757aa-a622-4068-b6ef-129825fbc8bd
coordinator
implement_investigate
dc3bf9215aac8877
axios
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": "requestConsistency 유틸리티 함수가 어디에서 사용되는지 전체 코드베이스에서 검색해 줘. 호출 위치와 그 유틸리티의 정의를 같이 알려줘.", "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": "f2007c5d5f9bcbeb", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:6abbb26f34d3", "lang": "ko", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
e0b9eafb-e110-43e6-a2f8-8ffbcbd3458d
ee799ff5-ba04-45c8-a2cf-367b426b10a1
66d792b0-5b39-4f88-90b2-b55a267fe7aa
worker
implement
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey src/requests/ for PEP 561 compliance readiness", "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": "d76a5e4598200143", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:5ec269767c78", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
6481abad-13ba-4b51-ae97-ebc532e1e636
ee799ff5-ba04-45c8-a2cf-367b426b10a1
6054b6e0-0517-434a-b2c6-7ab2fa4423ec
worker
implement
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Expose public type aliases from `src/requests/_types.py` through `src/requests/__init__.py` for PEP 561 compliance", "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": "d76a5e4598200143", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:5ec269767c78", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
83635eb1-03c6-4d1b-9794-814d5e5f9aff
ee799ff5-ba04-45c8-a2cf-367b426b10a1
29ae0f18-65f3-4c49-b0b2-6f1398352234
worker
implement
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Audit src/requests/_types.py and src/requests/models.py for PEP 561 compliance and type hint consistency", "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": "d76a5e4598200143", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:5ec269767c78", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
ee888aec-3222-4c71-9698-314046427d2a
ee888aec-3222-4c71-9698-314046427d2a
7f985c16-1a90-4211-b313-da242aba3a76
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "where is the 'qs' dependency used to parse query strings? I know we bumped the minimum version to 6.15.2 in #7305, but I need to find the actual call site in the codebase. Is it in lib/request.js or somewhere else?", "root_count": 1, "posture": "build", "workers_in_flight": 0...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "a2b36ea00133ec2c", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:d1130bfeab2c", "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
ee9c0388-cd95-49d8-8399-fcd6a10565a7
ee9c0388-cd95-49d8-8399-fcd6a10565a7
318cfa2b-c3f0-4cb3-99dc-aa6e58e6cfb3
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": "Find all TODO comments in the lib/ directory. I want to know if any of them are critical for the upcoming v1.21.0 release.", "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": "3d1d37a4e13ed8b9", "repo": "axios", "split": "train", "archetype": "chores", "prompt_group": "axios:5706971cbc76", "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
eecd9946-8010-4abc-87dc-bd246161af21
eecd9946-8010-4abc-87dc-bd246161af21
cd2bd8b0-5ee3-4061-8d4a-2383ef91d4ee
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've been playing around with some changes in `src/flask/sessions.py`. Can you stash my current work so I have a clean working directory?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_stash", "git_status" ], "requests": [ { "need": "git_status, git_diff, git_stash", "exact": [ "git_diff", "git_stash", "git_status" ], "after": [ "git_stash" ], "scores": { "wc": 0, "f...
{ "task_id": "acfbea0c3222f96d", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:af7bc90a4f8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
ef03c11e-e9c7-443f-ac16-7aae612fc2f9
ef03c11e-e9c7-443f-ac16-7aae612fc2f9
dd2c23d6-4bce-4d09-8f1d-b64e42d19ff9
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": "Can you find the function that handles the `-h` or `--help` flag recognition automatically? I want to see how it's wired up in cobra.go or command.go.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "879fb7966fa02fc9", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:7802c3870f66", "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
ef290045-3876-4282-b33a-452b8590c912
ef290045-3876-4282-b33a-452b8590c912
e0f12104-b5dc-4b17-bdf0-5abe04f629b4
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 getting a ModuleNotFoundError when trying to use the SOCKS proxy support. The README mentions it but doesn't specify the package name. What do I need to install?", "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": "a46a905d9ccde682", "repo": "requests", "split": "train", "archetype": "question", "prompt_group": "requests:e1feebb00137", "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
ef3593a6-ab5d-48a0-a712-1f3f1bc26e5c
ef3593a6-ab5d-48a0-a712-1f3f1bc26e5c
8c7524dc-efcc-4425-a358-e27a2a79aa7c
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm running the integration tests. Let me know when the test database container is ready so I can trigger the suite.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "ce60da2dc70e0114", "repo": "gin", "split": "train", "archetype": "ops", "prompt_group": "gin:24e051da707b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
ef69afa4-8e75-4c65-aca6-b103ec933446
ef69afa4-8e75-4c65-aca6-b103ec933446
7a255526-cc57-4de3-bfba-3a2ebf37f036
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 just realized I messed up the last commit. Can you amend the previous commit to include the missing documentation in README.md?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_status" ], "requests": [ { "need": "run git commands: git log -1 to see the last commit, git status to see current state, and git diff to see uncommitted changes", "exact": [ "diff" ], "after": [ "git_status", ...
{ "task_id": "47c10f8e4ed177e1", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:3a2667f4a947", "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
ef7a6555-2f44-40da-aba5-ee56c85b4934
ef7a6555-2f44-40da-aba5-ee56c85b4934
b3fdecd1-b278-43ef-ab5d-89362760bd6a
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": "Por favor, leia o arquivo `pyproject.toml` e me diga quais são as dependências opcionais listadas nas seções `optional-dependencies`. Quero ver a lista chaveada por nome (ex: cli, http2, etc) e o número de pacotos em cada grupo.", "root_count": 1, "posture": "build", "workers...
{ "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": "d0eb3b936dfa26cc", "repo": "httpx", "split": "train", "archetype": "data_files", "prompt_group": "httpx:ea7bf2e47846", "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
ef93a67a-e7c1-4d80-be3d-f81236292e74
ef93a67a-e7c1-4d80-be3d-f81236292e74
c62a5141-33ec-4859-a82c-2e36c9bdeb84
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": "which files export the render types like JSON, XML, and YAML? I need to implement a custom renderer but want to see how the built-in ones are structured first.", "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": "8eb2c04fa6753db6", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:d49891fbab6f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
efd27467-9bd5-4c9e-9e14-eba807c64f3d
efd27467-9bd5-4c9e-9e14-eba807c64f3d
84278d85-1bed-4db8-a2a6-5d00ecdb4649
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": "Look at `recovery.go`. When a panic occurs, how exactly is it being recorded into `c.Errors`? I want to make sure it's following the pattern from the recent fix in commit 4a3eb31.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investiga...
{ "tools": [ "git_show" ], "requests": [ { "need": "git show for a specific commit hash", "exact": [], "after": [], "scores": { "terminal_open": 1, "git_restore": 0, "jq_edit": 0, "scan_summary": 0, "capture_page": 0, "git_branches": ...
{ "task_id": "46cef370a15844e7", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:be7339635b3d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
efd27467-9bd5-4c9e-9e14-eba807c64f3d
efd27467-9bd5-4c9e-9e14-eba807c64f3d
aa0f6613-855e-4d75-8719-ca0fa098cafb
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does this also capture the stack trace, or just the error message?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_show", "request_tools", "read", "find" ], "loaded": [ "find...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "46cef370a15844e7", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:be7339635b3d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
efd757bf-b846-489f-936a-3fa55a0d360e
efd757bf-b846-489f-936a-3fa55a0d360e
f67e1fb8-cc06-400c-8878-0e155deb8012
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check git blame on lib/utils.js to see who's responsible for the recent logic changes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_log", "source_history" ], "requests": [ { "need": "git_blame to inspect per-line commit history for lib/utils.js", "exact": [ "git_blame" ], "after": [ "git_log", "source_history" ], "scores": { "del...
{ "task_id": "ad0218ff84d4b0b0", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:2285a2a24f93", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
efe207ad-817e-466b-beea-c16e1f2c24dd
efe207ad-817e-466b-beea-c16e1f2c24dd
69ccbaad-acdb-4e86-b752-bc0f54ff0938
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting an error where `res.sendFile` isn't sending the correct ETag. Where is the hash calculation for files located? Check `lib/response.js` and `lib/utils.js`.", "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": "8cad9f6458ae0452", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:2ba50b0c2c5b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
efe207ad-817e-466b-beea-c16e1f2c24dd
efe207ad-817e-466b-beea-c16e1f2c24dd
4c097860-80e0-4560-aa01-c1fba188bdf2
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Is there a config option to disable ETag generation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "8cad9f6458ae0452", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:2ba50b0c2c5b", "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
efe207ad-817e-466b-beea-c16e1f2c24dd
efe207ad-817e-466b-beea-c16e1f2c24dd
666fa7ce-6d13-4035-a739-e57d1861004e
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does the caching mechanism work in the static file middleware?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", ...
{ "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": "8cad9f6458ae0452", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:2ba50b0c2c5b", "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
effe6075-51cf-4ade-aaa5-18db9a9e1a9e
effe6075-51cf-4ade-aaa5-18db9a9e1a9e
798c1a55-99c8-4f4b-b325-78cecdc84119
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a warning in the CI logs about `Thor::Shell::ColumnPrinter`. Can you grep through `lib/thor/shell/` to count how many printer classes exist?", "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": "44014e66c2e1ce0e", "repo": "thor", "split": "train", "archetype": "data_files", "prompt_group": "thor:8254aedfbd4e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
f010a666-0923-4ad7-818d-cdb7b27682d2
f010a666-0923-4ad7-818d-cdb7b27682d2
fd87eac1-cb1b-4bfb-8376-a80a068e4b3c
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": "We got a warning from our SAST tool about `src/requests/adapters.py`. It flagged the `SSLContext` handling as potentially susceptible to MITM attacks if verification is disabled. Can you review the logic in `Adapter.build_ssl_context` and `verify_ssl`? I need to understand if a use...
{ "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": "b53ffa6c9d193e99", "repo": "requests", "split": "train", "archetype": "security", "prompt_group": "requests:a6bc1aee5fa7", "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
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f077090e-3af4-4643-9266-077bbef65508
1e4dc071-c657-4fc4-8ba9-8072c13d4a3f
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to trace how the error handler determines the content type for the response. Specifically, look at Slim/Handlers/ErrorHandler.php. Where is the logic that negotiates the content type, and which files call or configure the ErrorRendererInterface implementations?", "root...
{ "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": "5553a6bd65328d8f", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:77f3be2a85fb", "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
f08fcb93-a95c-485d-83f8-2b1da4a19f7a
f08fcb93-a95c-485d-83f8-2b1da4a19f7a
15c3eaaa-85ba-4c7f-9bf6-3c4f248fec62
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": "In lib/core/dispatchRequest.js, how does Axios decide which adapter to use when no specific adapter is passed in the config? I see logic involving globalThis.fetch and navigator, but I want to make sure I understand the fallback chain for SSR environments.", "root_count": 1, "p...
{ "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": "8cc203aa9f7db281", "repo": "axios", "split": "train", "archetype": "question", "prompt_group": "axios:e9abb5c6b675", "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
f12cb7b0-770d-41c2-a5ee-708d877a0707
f12cb7b0-770d-41c2-a5ee-708d877a0707
8fe07377-bdcc-46f7-a993-8c49a6a06691
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": "A mensagem de erro que aparece quando um padrão não é fornecido está muito vaga. Pode ajustar o erro no `src/cli.rs` para algo mais amigável, como 'Erro: é necessário fornecer um padrão de busca'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "im...
{ "tools": [ "command", "command_output", "edit", "replace_lines", "wait" ], "requests": [ { "need": "edit tool to make small text replacements in src/cli.rs and src/main.rs", "exact": [ "edit" ], "after": [ "edit", "command" ], "...
{ "task_id": "0ef6e463abfb1639", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:bbbb5e9aa39e", "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
12
f12d02f0-c26d-460b-9a43-b9cf6567e5ee
f12d02f0-c26d-460b-9a43-b9cf6567e5ee
64c9543b-63cc-45a0-a30d-21db3d3a7dd4
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to stream a large file download using Requests. How do I iterate over chunks efficiently without loading the whole thing into memory? Also, when should I use `stream=True` versus just using `.content`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "s...
{ "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": "d0c23a0ac6a15f38", "repo": "requests", "split": "train", "archetype": "question", "prompt_group": "requests:6f2b2c539f69", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
f13fda2f-bc33-4ed0-b710-4fbf2b412db7
f13fda2f-bc33-4ed0-b710-4fbf2b412db7
ee4af4dd-2183-4218-aa24-5c80449505b9
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 reproduce an issue with the example app in `examples/tutorial/`. Can you clone that example directly from the GitHub repository at `https://github.com/pallets/flask/tree/main/examples/tutorial` and run the unit tests inside it? I suspect the `test_db.py` tests might b...
{ "tools": [ "command", "command_output" ], "requests": [ { "need": "Run shell commands to set up a virtual environment, install dependencies, and run pytest for the Flask tutorial example", "exact": [], "after": [ "command_output" ], "scores": { "git_log"...
{ "task_id": "b57ab6a5605a195c", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:a599b0c7f985", "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
f14cbc17-99f0-46c4-9078-57cdc45725b1
f14cbc17-99f0-46c4-9078-57cdc45725b1
b60db238-bfe8-4b04-bc7b-743dbf7d08d5
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a deprecation warning: \"Using the `redirect` function without an explicit `Response` class is deprecated.\" It's coming from `src/flask/helpers.py`. I just want a simple redirect to `/login`. \n\nHere is my code in `src/flask/views.py`:\n```python\nfrom flask import re...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "4b7f41feb98d0971", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:3a84fef98082", "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
f17a6b6c-3152-45ca-8c37-a6abb572e67b
f17a6b6c-3152-45ca-8c37-a6abb572e67b
6e6910fe-52d4-494f-8474-4f50e4271015
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": "Reviértelo todo. El último commit que hice rompió los tests de `tests/unit/api.test.js`, quiero volver al estado anterior de la rama.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_branches", "git_checkout", "git_log", "git_stash_list", "git_status" ], "requests": [ { "need": "git log and git status to identify the last commit and working tree state", "exact": [], "after": [ "git_branches", "git_check...
{ "task_id": "fd4d98854b17cf62", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:413a9a8ce585", "lang": "es", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f18def8d-0e32-46a3-aa22-0e002aff5c15
f18def8d-0e32-46a3-aa22-0e002aff5c15
f15a270c-7901-48cd-a3f2-0541b170e079
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 setting up the dev environment and I see we use `requests-toolbelt`. I need to know what the recommended way to stream large uploads is according to their current documentation. I saw an old example using `MultipartEncoder` but I'm not sure if we should be using `StreamingPrepa...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "Fetch a web page (the requests-toolbelt documentation site) and web search to find the latest API guidance for streaming large uploads", "exact": [], "after": [], "scores": { "git_show": 0, "page...
{ "task_id": "069834449593d135", "repo": "requests", "split": "train", "archetype": "docs_online", "prompt_group": "requests:5339484d1930", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
f1c8ad86-cf63-4d46-bcd7-dda9492e7041
f1c8ad86-cf63-4d46-bcd7-dda9492e7041
b553f3e2-4c07-4dec-83f1-a0fed0c58020
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to undo the last commit because it broke the build. Revert it for me.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "I need to run git commands to investigate the repository state and undo the last commit.", "exact": [], "after": [ "git_status", "git_show", "git_lo...
{ "task_id": "fc44530960581da9", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:3f09e04559fe", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
f1d3c100-d019-4580-abb4-0dfef9997311
f1d3c100-d019-4580-abb4-0dfef9997311
200eece1-4810-4d6d-990f-f2c29785dba7
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": "grep for 'publicsuffix' across the repo. I want to see which files implement the actual loading logic for the suffix list versus just the data.", "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": "3783bdd3bcda7389", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:5b9b3d628d2f", "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
f1d3c100-d019-4580-abb4-0dfef9997311
f1d3c100-d019-4580-abb4-0dfef9997311
2f2cd0de-ea89-4ecc-92f7-cd0ac93301d5
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": "So `PublicSuffixList.jvm.kt` handles JVM and `PublicSuffixList.android.kt` handles Android. Do they share a common interface?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "3783bdd3bcda7389", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:5b9b3d628d2f", "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
f1d3c100-d019-4580-abb4-0dfef9997311
f1d3c100-d019-4580-abb4-0dfef9997311
505e5375-c4fd-4d3b-9ab0-7944f6a98b12
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": "Yes, `PublicSuffixDatabase`. Is that singleton initialized lazily?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "3783bdd3bcda7389", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:5b9b3d628d2f", "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
f1e2d981-745b-4d74-8bd2-a66ee146da3b
f1e2d981-745b-4d74-8bd2-a66ee146da3b
610e6e26-ff6b-4c35-ace5-d6f06820027b
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Ho sbagliato a scrivere il commento nella funzione cleanPath in path.go. Correggi il commento per riflettere il comportamento reale e poi fai l'amend dell'ultimo commit per includerlo.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inve...
{ "tools": [], "requests": [ { "need": "git history and logs to see recent changes and the last commit", "exact": [], "after": [ "git_show", "git_log" ], "scores": { "extract_archive": 0, "git_checkout": 0, "git_stash_list": 0, "code_...
{ "task_id": "b50ee7e0e9b8c551", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:a8543ef738df", "lang": "it", "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
10
f1ea59bc-5440-4487-8cb8-06d97c715704
f1ea59bc-5440-4487-8cb8-06d97c715704
b91f57f2-9df3-4350-99cb-70b36897a0b0
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": "Refactor `binding/json.go` to use the new codec implementation instead of the old one.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "33891ebf8efca0c2", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:b94f03fed1b2", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
f1ea59bc-5440-4487-8cb8-06d97c715704
f1ea59bc-5440-4487-8cb8-06d97c715704
63d8efc8-02c4-4194-868b-8c7089a76dba
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": "That looks good. Create a new branch called `feat/json-codec-refactor` and commit these changes with a descriptive message.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "su...
{ "tools": [ "command", "git_checkout", "git_commit", "git_diff" ], "requests": [ { "need": "execute git commands like git status, git branch, git commit, and git checkout", "exact": [], "after": [ "git_checkout", "git_diff", "git_commit" ], ...
{ "task_id": "33891ebf8efca0c2", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:b94f03fed1b2", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
f206fac2-a1b6-4788-9649-8f2e441de1f8
f206fac2-a1b6-4788-9649-8f2e441de1f8
2c36941a-b96c-4b03-b9c5-eae59bd460d4
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": "Can you add a quick comment to the `ShellCompDirective` type in `completions.go` explaining that it controls how the shell handles invalid completions? Once that's done, commit the change.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_...
{ "tools": [ "edit", "git_commit" ], "requests": [ { "need": "edit to replace a span of text in completions.go, and git_commit to commit the change", "exact": [ "edit", "git_commit" ], "after": [ "git_commit" ], "scores": { "git_branc...
{ "task_id": "2c3b0e4f3ebd5d5c", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:e17c0135c089", "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
f2162b10-6b95-4e21-ac0f-e03660939acf
f2162b10-6b95-4e21-ac0f-e03660939acf
a3fe2dfe-b93e-4f24-9493-215bf24ea0ed
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Rename `Slim\factory\narrow_factory` to `Slim\factory\refined_factory` throughout the codebase.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "a23a6302c816c71a", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:d669e2ab08c0", "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
f218a0f1-1031-4f40-a87e-2b0b8d6a91dd
f218a0f1-1031-4f40-a87e-2b0b8d6a91dd
c988728d-27b9-439e-b37b-1602db9e3f18
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": "Scan pour secrets : Peux-tu parcourir les fichiers de configuration et de test (`phpunit.xml.dist`, `tests/`) pour m'assurer qu'aucune clé API, mot de passe ou token n'est en dur dans le code ? Merci de vérifier spécifiquement `tests/Mocks/` et `tests/bootstrap.php`.", "root_coun...
{ "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": "332eaf72adff220d", "repo": "slim", "split": "train", "archetype": "security", "prompt_group": "slim:787b2de1dc13", "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
12
f218f09b-da2e-4d30-afbf-3fe3dcdce867
f218f09b-da2e-4d30-afbf-3fe3dcdce867
b0b9faa4-8615-4ea2-8903-efda08049644
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hallo,\n`req.hostname` gibt bei manchen Proxy-Konfigurationen falsche Werte zurück. Wenn der Header `X-Forwarded-Host` mehrere Hosts enthält, trennt der aktuelle Code sie nicht korrekt auf.\n\nIm `lib/request.js` steht:\n```javascript\nvar host = decode(req.get('X-Forwarded-Host') ...
{ "tools": [ "command", "edit" ], "requests": [ { "need": "command to run tests", "exact": [ "command" ], "after": [ "edit" ], "scores": { "worker_cancel": 0, "process_list": 0, "git_merge": 0, "wait": 1, "git_...
{ "task_id": "ae0c29ee64f08f02", "repo": "express", "split": "train", "archetype": "bugfix", "prompt_group": "express:9fa458bf7d92", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
f218f09b-da2e-4d30-afbf-3fe3dcdce867
f218f09b-da2e-4d30-afbf-3fe3dcdce867
9c176aea-2de4-451a-830d-ec56b9b485ed
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Kannst du kurz prüfen, ob `req.ips` das gleiche Problem hat? Die Logik sieht sehr ähnlich aus.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command", "list_dir", "e...
{ "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": "ae0c29ee64f08f02", "repo": "express", "split": "train", "archetype": "bugfix", "prompt_group": "express:9fa458bf7d92", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
f218f09b-da2e-4d30-afbf-3fe3dcdce867
f218f09b-da2e-4d30-afbf-3fe3dcdce867
e9006e3c-6cd7-4549-923c-d51337e9bdc1
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Danke, dann kannst du das Fix-Commit auf `lib/request.js` markieren.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "update_progress", "command", "list_dir", "edi...
{ "tools": [ "git_commit", "git_status" ], "requests": [ { "need": "git_commit to stage and commit the lib/request.js fix and test/req.hostname.js regression test", "exact": [ "git_commit" ], "after": [], "scores": { "git_ref": 1, "stat": 1, ...
{ "task_id": "ae0c29ee64f08f02", "repo": "express", "split": "train", "archetype": "bugfix", "prompt_group": "express:9fa458bf7d92", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
f227d6ea-908c-4466-b5df-0cc7c98e0019
f227d6ea-908c-4466-b5df-0cc7c98e0019
937ca665-f77d-48ca-9878-d0a5b5507de0
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": "Estoy viendo el proyecto y veo muchos módulos. Si solo quiero hacer llamadas GET/POST simples sin usar SSE, WebSockets ni HTTP/2 avanzado, ¿cuál es el módulo mínimo que tengo que incluir en mi build.gradle para no inflar el tiempo de compilación y el tamaño de la APK?", "root_cou...
{ "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": "3ee8d7a727f609fa", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:7104ea028635", "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
f25546bc-ce5a-4499-878a-f873e818bbb2
f25546bc-ce5a-4499-878a-f873e818bbb2
cf54aac4-29d4-440c-8fd8-db71fc7d52d8
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Please take a screenshot of the https://cobra.dev site's completions page for bash completion to check if the code snippet in the README matches the current documentation. Also, check the live status of the GitHub Actions workflow for `spf13/cobra` to see if the main branch is curr...
{ "tools": [], "requests": [ { "need": "Open a browser to https://cobra.dev and find the bash completion documentation page.", "exact": [], "after": [ "page_open" ], "scores": { "git_checkout": 0, "scan_compare": 0, "process_list": 0, "write"...
{ "task_id": "0b8f043d6278aed2", "repo": "cobra", "split": "train", "archetype": "web", "prompt_group": "cobra:2986d8456717", "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
4
f27b61d9-a30a-4a86-b1d1-b08ff599a69f
f27b61d9-a30a-4a86-b1d1-b08ff599a69f
8b840eb4-3b95-43a0-abe9-d58a6cd56571
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 default secret key handling logic? I see some code in src/flask/config.py but I'm not sure if that's the only place it's checked.", "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": "dece037b05ee47bd", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:7df7e95b4e02", "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
f2d1a36b-323a-424f-a707-dcd28d4d74de
f2d1a36b-323a-424f-a707-dcd28d4d74de
c4b7b7a9-e523-4e1d-9d41-1ef6d6c50490
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Compare commit 53d4a0d and 4fe723d", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff" ], "requests": [ { "need": "git_diff tool to compare two commit IDs", "exact": [ "git_diff" ], "after": [], "scores": { "chown": 0, "write": 0, "git_show": 3, "task": 0, "git_blame": 0, "capture_p...
{ "task_id": "dde58fea47e32407", "repo": "express", "split": "train", "archetype": "git_history", "prompt_group": "express:1c408cc7a3ba", "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
f2fd9b9b-7ad7-4cfe-9d31-d6cb4a3bba93
f2fd9b9b-7ad7-4cfe-9d31-d6cb4a3bba93
9a878089-a810-407b-b06e-332dfd7daf9e
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to trace where Http2Sessions is instantiated. Show me all the import or require statements and any direct class instantiations across the codebase.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "5c8d867827214907", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:d93cc729ef33", "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
f2fd9b9b-7ad7-4cfe-9d31-d6cb4a3bba93
f2fd9b9b-7ad7-4cfe-9d31-d6cb4a3bba93
e1e6dbde-c9ee-4377-a9cc-2cab24d3dc0e
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you also check if there are any tests that specifically mock or verify the Http2Sessions behavior?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "5c8d867827214907", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:d93cc729ef33", "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
f2fd9b9b-7ad7-4cfe-9d31-d6cb4a3bba93
f2fd9b9b-7ad7-4cfe-9d31-d6cb4a3bba93
abb9b7e2-9326-4606-8656-592b8b8f4533
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I want to see if this is exported anywhere in the public API.", "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": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "5c8d867827214907", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:d93cc729ef33", "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
f323c3f4-fa5e-4907-9e15-86c14c4306ba
f323c3f4-fa5e-4907-9e15-86c14c4306ba
2a6e4a87-4046-4f55-bd8d-718a8cb79ae1
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": "Vite, j'ai fait une erreur dans ma dernière modification sur `httpx/_client.py`. Annule le dernier commit immédiatement.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_log", "git_show", "git_status" ], "requests": [ { "need": "Run git commands to check the log and reset the last commit", "exact": [], "after": [], "scores": { "page_open": 0, "secret_list": 0, "fetch_url": 0, ...
{ "task_id": "5bf1147edc53202a", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:4bd38753b8a9", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
33b1a109-ed7a-492b-af2f-3c6fc451b957
f339fcf0-5a8e-4226-a81d-bf9949d49cc7
5dbd2251-f5e0-4c61-a9d2-30f22776139d
worker
implement
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Update README.md to add a brief section under 'Installation' explaining that Slim requires a PSR-7 implementation and listing the supported PSR-7 libraries: Slim-Psr7, HttpSoft, Nyholm, Guzzle, and Laminas.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "a980902504ca6676", "repo": "slim", "split": "train", "archetype": "docs", "prompt_group": "slim:6db20d5c7825", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_reque...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
f3550d6a-f787-4d5b-ace1-d78caf5cfe40
f3550d6a-f787-4d5b-ace1-d78caf5cfe40
440d5a9e-b43f-466f-91eb-62a175a78f42
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing an issue where bash completions might be slow. Can you look at bash_completions.go and check if we can optimize the loop to avoid unnecessary allocations?", "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": "17947a7a7f470ab8", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:026fc2434853", "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
15
f3550d6a-f787-4d5b-ace1-d78caf5cfe40
f3550d6a-f787-4d5b-ace1-d78caf5cfe40
4df0475b-645f-45ab-b22a-98490b119eed
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": "Run the tests to make sure nothing broke.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [ "command" ], "requests": [ { "need": "Run go test command in the cobra project to verify bash completion tests pass", "exact": [ "command", "verify" ], "after": [], "scores": { "wait": 2, "edit": 0, "capture_page": 0, ...
{ "task_id": "17947a7a7f470ab8", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:026fc2434853", "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
18
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f3550d6a-f787-4d5b-ace1-d78caf5cfe40
5094b006-4bc6-4a22-b67c-e0a7505f59ed
coordinator
implement_investigate
dc3bf9215aac8877
cobra
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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": "Compare the performance with the current implementation.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "grep", "read", "list_dir" ], "loaded": [ ...
{ "tools": [], "requests": [ { "need": "Write a benchmark test file for Go bash completion performance", "exact": [ "write" ], "after": [ "edit", "restore_version", "git_restore", "git_checkout", "git_status" ], "scores": { ...
{ "task_id": "17947a7a7f470ab8", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:026fc2434853", "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
24
36707588-e1cb-4078-abde-b66012a4a089
f3707e63-0044-46cb-bda8-343ed2ec8f37
646b348d-5c95-4789-a02e-ee8191673905
worker
implement
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Locate TypeAdapters.java and investigate current LONG, FLOAT, and ToNumberStrategy parsing logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "ce51a4ae3b8e6f1c", "repo": "gson", "split": "train", "archetype": "refactor", "prompt_group": "gson:f2c185d99a36", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f376d01e-4538-4401-843a-5c7179261dba
f376d01e-4538-4401-843a-5c7179261dba
dc56bb91-4641-49b3-a8b4-1174d85beef8
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/runner.rb` 中的 `run` 方法在并行执行组命令时偶尔会死锁。我怀疑是 `lock` 机制有问题。请检查 `lib/thor/group.rb` 和 `lib/thor/runner.rb`,看看是否可以在不引入新的同步原语的情况下解决这个竞态条件。", "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": "9bddf5f04c204316", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:d6412ddb2c38", "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
12
f382b456-e7b6-4f07-9b3f-9b9dd4ce14e7
f382b456-e7b6-4f07-9b3f-9b9dd4ce14e7
5803722f-15df-47e0-9292-1cd970a4df1f
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at src/flask/testing.py and the TestClient class. The Werkzeug documentation mentions changes to how headers are handled in the latest 3.0 release. Can you pull up the Werkzeug migration guide or release notes to confirm if the `headers` parameter in `wsgi_client` has c...
{ "tools": [], "requests": [ { "need": "web_search and fetch_url to search for Werkzeug 3.0 release notes and migration guides", "exact": [ "fetch_url", "web_search" ], "after": [ "command" ], "scores": { "command_stop": 0, "edit": 0, ...
{ "task_id": "ea012fc2aa56cc92", "repo": "flask", "split": "train", "archetype": "docs_online", "prompt_group": "flask:332ee1e0ccad", "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
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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 run `cargo clippy --all-targets --all-features` and fix any obvious errors. Do not fix pedantic warnings unless they are actual bugs.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run a shell command (cargo clippy)", "exact": [ "command" ], "after": [ "wait", "command_output" ], "scores": { "git_restore": 0, "scan_pack": 0,...
{ "task_id": "ec015062c5f37906", "repo": "fd", "split": "train", "archetype": "run_and_verify", "prompt_group": "fd:2cc8ec3501cd", "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
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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": "Me mostre o conteúdo do commit `2498c23`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show to view commit content", "exact": [ "git_show" ], "after": [], "scores": { "web_search": 0, "answer_decision": 0, "git_checkout": 0, "terminal_close": 0, "view_image":...
{ "task_id": "8510fc3db258a68c", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:203e3626be0c", "lang": "pt", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f3d03d83-0d83-4f37-9d80-35a854c9485e
f3d03d83-0d83-4f37-9d80-35a854c9485e
36f9f478-486a-4da4-97c4-67af73a9f92f
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the logic in `src/requests/sessions.py` that handles cookie persistence? I want to know how it interacts with `src/requests/cookies.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": "b3ac478e1f14bce7", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:ac29a1c1f46b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
f3d1b88b-61c9-41db-8b1e-6b05f13cc6b9
f3d1b88b-61c9-41db-8b1e-6b05f13cc6b9
c246f030-780d-4653-a651-d025e5f1e077
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": "We are seeing some deprecation warnings in CI related to `clap`. I know we bumped clap in `Cargo.lock` recently. Could you look up the changelog or migration guide for `clap` between the version we are using now (based on Cargo.lock) and the one before? Specifically, I need to know...
{ "tools": [ "command", "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research clap deprecation warnings and migration guide", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url", "command" ...
{ "task_id": "bc3e5241132384fd", "repo": "fd", "split": "train", "archetype": "docs_online", "prompt_group": "fd:3a34776673c7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
f3f03498-c6ee-46a3-8365-d2782165070f
f3f03498-c6ee-46a3-8365-d2782165070f
a3ccd4fd-2329-465e-9134-470e85fed19e
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": "please run the linter and fix any issues it reports", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "wait" ], "requests": [ { "need": "Run shell commands (make lint, go vet, golint, etc.)", "exact": [], "after": [ "wait" ], "scores": { "answer_decision": 0, "git_merge": 0, "secret_generate": 0, "source_hist...
{ "task_id": "2bada6115a46abab", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:bfa71ec058f5", "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
f3f14eef-79ad-4366-9f15-9172411095e6
f3f14eef-79ad-4366-9f15-9172411095e6
f4a2f63c-fbae-40e9-bae8-d348325a1bf5
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm debugging a middleware issue. Can you locate the `TraceLayer` documentation link update commit? I want to see which file contains the actual middleware definition that was linked.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_inves...
{ "tools": [ "git_blame", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git log and git show to investigate commit history and file contents at specific revisions", "exact": [], "after": [ "git_show", "git_blame", "git_diff" ], ...
{ "task_id": "c24cc1fb71613194", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:351fe700125f", "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
f41e50ae-c56e-46fe-bdd4-cba72b1be1e2
f41e50ae-c56e-46fe-bdd4-cba72b1be1e2
4c4cc24e-5b29-4811-a51f-ed3ebb149c13
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": "I found a warning in CI: 'hardcoded secret detected in tests'. Please check tests/testenv/mod.rs and tests/tests.rs. There might be an API key or password hardcoded in one of the test fixtures. I need to remove it ASAP.", "root_count": 1, "posture": "build", "workers_in_fligh...
{ "tools": [], "requests": [ { "need": "query scan findings for secrets", "exact": [], "after": [ "scan_summary", "scan_list" ], "scores": { "process_list": 0, "pack_board": 0, "wait": 0, "terminal_open": 0, "scan_summary": 3,...
{ "task_id": "7c34fc9c9a07b623", "repo": "fd", "split": "train", "archetype": "security", "prompt_group": "fd:f7f5f4a99eaf", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
f43fc90a-9d4b-44a8-98b1-4a6fd7770819
f43fc90a-9d4b-44a8-98b1-4a6fd7770819
7f3f32e5-3437-41d0-bdc7-63ae64595f9f
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": "What is the purpose of the NestedContext class? I see it in the lib directory but I can't find much about it in the main wiki.", "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": "d1a3cb6ce6934786", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:3b06c36c809f", "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
f474901e-e10e-47aa-ac78-84e3c1bce8f4
f474901e-e10e-47aa-ac78-84e3c1bce8f4
02a52f3b-4d95-4c72-8d99-75170a622273
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 looking at `okhttp/src/commonJvmAndroid/kotlin/okhttp3/internal/connection/RealConnection.kt`. How does it handle connection reuse or failure during an exchange?", "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": "6f53067b32614c58", "repo": "okhttp", "split": "train", "archetype": "explain_code", "prompt_group": "okhttp:fa044d71a1cc", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
f49c8735-30e6-4df3-a202-d9faea7e1612
f49c8735-30e6-4df3-a202-d9faea7e1612
c24a8386-86a6-4261-8b40-6d13c96979ee
coordinator
implement_investigate
dc3bf9215aac8877
requests
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": "在 `src/requests/exceptions.py` 中添加一个名为 `ConnectionTimeoutError` 的新异常类,继承自 `RequestException`。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit a file by replacing a specific span of text or replacing lines", "exact": [ "edit" ], "after": [], "scores": { "git_show": 0, "http_request": 0, "replace_lines": 4, "jq_edit": 1, ...
{ "task_id": "5af9096002d58d85", "repo": "requests", "split": "train", "archetype": "small_change", "prompt_group": "requests:7e43496dfd27", "lang": "zh", "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
24
f49c8735-30e6-4df3-a202-d9faea7e1612
f49c8735-30e6-4df3-a202-d9faea7e1612
e347baa3-72fa-495e-9e22-4ac45c2e5174
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
true
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "帮我给这个新异常写一个简单的单元测试,放在 `tests/test_requests.py` 里。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "request_tools" ], "loaded": [ "diff", "ed...
{ "tools": [], "requests": [ { "need": "execute shell commands like pytest", "exact": [], "after": [ "replace_lines" ], "scores": { "extract_archive": 0, "jq_edit": 0, "wait": 1, "extend_worker_budget": 0, "command_output": 3, ...
{ "task_id": "5af9096002d58d85", "repo": "requests", "split": "train", "archetype": "small_change", "prompt_group": "requests:7e43496dfd27", "lang": "zh", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f4d2951f-a344-4e0d-b1e9-8f5e20057305
f4d2951f-a344-4e0d-b1e9-8f5e20057305
16c5b159-1ee4-4452-b051-bb0bb2a93b1b
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": "Peux-tu ajouter une vérification dans `tests/test_exceptions.py` pour s'assurer que `httpx.NetworkError` est bien levée lors d'une connexion échouée ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "verify" ], "requests": [ { "need": "edit a file to add a test for NetworkError on connection failure in tests/test_exceptions.py", "exact": [ "edit" ], "after": [ "verify" ], "scores": { "process_list": 0, "git_c...
{ "task_id": "7e5ef51ce27d8329", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:f0d6b9a66f0e", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
f4d2951f-a344-4e0d-b1e9-8f5e20057305
f4d2951f-a344-4e0d-b1e9-8f5e20057305
b25b67d4-012d-4905-a8c5-175d44892b7b
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": "Ok, maintenant crée une nouvelle branche `fix/exception-tests`, commit ce changement avec un message clair et conforme aux conventions, et pousse la branche.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools":...
{ "tools": [ "command", "git_checkout", "git_commit", "git_status" ], "requests": [ { "need": "git checkout (create new branch), git commit, and git push via command", "exact": [ "command" ], "after": [ "git_checkout", "git_commit", "comm...
{ "task_id": "7e5ef51ce27d8329", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:f0d6b9a66f0e", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
f4e13c93-14f4-43da-9c33-76edea6dc587
f4e13c93-14f4-43da-9c33-76edea6dc587
b329ef50-b2e7-4a8d-9739-719260415637
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": "Wie funktioniert die Konfiguration von `PublicSuffixDatabase` laut den offiziellen OkHttp-Dokumentationen? Ich will sichergehen, dass ich die Liste korrekt aktualisiere.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "nativ...
{ "task_id": "4231138bb80f4ae4", "repo": "okhttp", "split": "train", "archetype": "docs_online", "prompt_group": "okhttp:64c3c9398ab3", "lang": "de", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
f504893f-3239-457b-be21-3e697385b654
f504893f-3239-457b-be21-3e697385b654
21589b9e-4f8d-4e22-8d11-dd0cc797b6a6
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to bump the version number for the next release. Can you update the version in `gradle/libs.versions.toml` and the `okhttp-bom` module? Let's go with 5.0.0-alpha.15.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit a file to update the version string from 5.6.0-SNAPSHOT to 5.0.0-alpha.15", "exact": [ "edit" ], "after": [], "scores": { "git_log": 0, "terminal_send": 1, "page_open": 0, "render_vie...
{ "task_id": "981ccc28f4dc7618", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:aee816bbeb58", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
f504893f-3239-457b-be21-3e697385b654
f504893f-3239-457b-be21-3e697385b654
7329e68f-934d-4200-b2ba-57fc27c17ffa
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 please update the version in the `README.md` if it references a specific build number.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "edit", "ask_user", "read", ...
{ "tools": [ "edit" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-rec...
{ "task_id": "981ccc28f4dc7618", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:aee816bbeb58", "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
f5059d97-178c-45f5-b413-92882b0d5e05
f5059d97-178c-45f5-b413-92882b0d5e05
243c6b9a-3b8f-479b-a9eb-b3db8579e4dd
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'm getting a weird error when trying to make a request to an ASGI app.\n\n```\nhttpx._exceptions.HTTPStatusError: 404 Not Found\n```\n\nCheck `tests/test_asgi.py` and `httpx/_transports/asgi.py` and tell me if I'm passing the scope correctly. The app is expecting a lifespan event ...
{ "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": "b3cc565bae80b2a5", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:505bfd2c3637", "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" }