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pw-decide-row/1
1
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4d1cc02e-3700-4e06-8c2a-36c582b165f4
8fae1370-1eec-4212-9bdc-c2ccb88f6bbe
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": "Run the pre-commit hooks to format and lint the entire repo. Please fix any issues that come up automatically. Once that's done, check if the build passes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run a shell command like pre-commit", "exact": [ "command" ], "after": [], "scores": { "git_status": 0, "mkdir": 0, "git_compare": 0, "terminal_read": 3, "answer_decision": 0, ...
{ "task_id": "98e75bc25a27dd97", "repo": "flask", "split": "train", "archetype": "chores", "prompt_group": "flask:9df0cd60f595", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
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4d33ab3a-873a-4054-9c1b-cc3ab2e115dc
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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": "Just did a pull and saw commit d89dd2 which is 'Suppress false positive warnings from gem-defined methods'. Can you check if there are any open issues or PRs on the rubygems/rubygems repository linked to this change? I want to see if the patch I'm looking at in Thor is upstreamed t...
{ "tools": [ "command", "git_log", "git_show", "web_search" ], "requests": [ { "need": "command to run git show and web_search to search github", "exact": [ "command", "web_search" ], "after": [ "git_show", "git_log" ], "score...
{ "task_id": "95d92b1e626d521c", "repo": "thor", "split": "train", "archetype": "web", "prompt_group": "thor:94669501375c", "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
4d41c5b0-9166-44c4-bd2d-16d35a502915
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coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hi, ich habe ein Problem mit Flask 3.x. Wenn ich eine App mit `app = Flask(__name__, instance_relative_config=True)` erstelle und dann auf `app.config` zugreife, während die Instanz-Verzeichnis-Struktur fehlt, crasht die Anwendung mit einem FileNotFoundError. Das ist in der Dokumen...
{ "tools": [ "command", "edit", "git_commit", "git_diff", "git_status" ], "requests": [ { "need": "code_rewrite to apply an in-place edit in src/flask/app.py", "exact": [ "code_rewrite", "edit" ], "after": [], "scores": { "pack_board": ...
{ "task_id": "baf140732e34e2ff", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:5f23c784fdca", "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
10
4d471fec-6530-49dc-8f0d-3e5d41472f34
4d471fec-6530-49dc-8f0d-3e5d41472f34
1e984b8d-2175-4672-8598-4329ea79371a
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 getting a KeyError when accessing a missing configuration value. Can you update `src/flask/config.py` to provide a more descriptive error message like 'Configuration key \"{}\" is required but was not found'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [], "requests": [ { "need": "I need to create and edit files to implement the requested change and verify it with a reproduction script.", "exact": [ "edit", "verify" ], "after": [ "command" ], "scores": { "command_stop": 1, ...
{ "task_id": "bf58cdd7911ef7aa", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:0bab881d1098", "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
27
4d484161-92d8-4dc7-89c2-cafac954aa4b
4d484161-92d8-4dc7-89c2-cafac954aa4b
648fb610-df59-47b6-a75f-2bc615c407b3
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": "Kannst du in `gson/src/main/java/com/google/gson/JsonParser.java` eine neue Methode hinzufügen, die einen String entgegennimmt und direkt ein `JsonElement` zurückgibt? Nenne sie `parseString`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implem...
{ "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": "d5954d6552126d97", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:11afda9cc470", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
28
4d484161-92d8-4dc7-89c2-cafac954aa4b
4d484161-92d8-4dc7-89c2-cafac954aa4b
c32b6fc2-9b12-4854-9612-5435003a2e9d
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": "Füge bitte auch einen passenden Unit-Test in `gson/src/test/java/com/google/gson/functional/JsonParserTest.java` hinzu, um die neue Methode zu verifizieren.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": ...
{ "tools": [ "command", "edit" ], "requests": [ { "need": "I need to use the 'edit' tool to add a new test method to 'gson/src/test/java/com/google/gson/functional/JsonParserTest.java' and the 'write' tool if needed.", "exact": [ "edit", "write" ], "after": [ ...
{ "task_id": "d5954d6552126d97", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:11afda9cc470", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
4d56e1a6-2cf0-4810-9d28-bb12c3757518
4d56e1a6-2cf0-4810-9d28-bb12c3757518
a6926a30-50ff-423e-aba8-b65189d8d32c
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": "Hey, quick question. In `bash_completionsV2.go`, I'm seeing some logic related to `ShellCompDirective`. Is there any official info on the `Default ShellCompDirective` customization? The commit log mentions it was added in #2238, but I can't find clear documentation on what values a...
{ "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": "dc9d8fe31bb03330", "repo": "cobra", "split": "train", "archetype": "docs_online", "prompt_group": "cobra:921bd0d3c65c", "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
4d8aa073-e55c-452b-b704-68caf2887cba
4d8aa073-e55c-452b-b704-68caf2887cba
76d6ee4b-53f4-4cb9-bb2b-f1ed4777402b
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to add a new authentication method. Can you show me where `src/requests/auth.py` defines the base requirements for an auth handler?", "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": "8f4f1c7815e3f295", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:0688df1e265e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
4d9cbca3-c6a3-4ffc-8f52-6f9bf331f49d
4d9cbca3-c6a3-4ffc-8f52-6f9bf331f49d
81e2b23c-c168-442e-8ee7-b2a4c8956974
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The error message in `lib/core/AxiosError.js` for timeout errors is a bit too vague. Can you make it more descriptive, something like 'Request timed out after [timeout]ms'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "replace text in files", "exact": [], "after": [ "replace_lines" ], "scores": { "jq_edit": 2, "replace_lines": 3, "chown": 0, "page_act": 0, "view_image": 0, "git_diff": 1, "pack_...
{ "task_id": "a215b6e558c43398", "repo": "axios", "split": "train", "archetype": "small_change", "prompt_group": "axios:519a74d7acfa", "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
21
4db54a02-e725-4c36-ae3d-a70baba09314
4db54a02-e725-4c36-ae3d-a70baba09314
34049c38-2013-4a39-8318-1821426ca24a
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": "In `cobra.go:Run`, there's a hardcoded sleep duration of 1 second. It seems like this should be configurable or at least extracted to a constant so we can mock it in tests without relying on real time. Can you extract this magic number into a named constant and update all callers?"...
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands like grep and find to search for code patterns", "exact": [], "after": [], "scores": { "git_stash": 0, "write": 0, "chown": 0, "extract_archive": 0, "code_rewrite": 0, ...
{ "task_id": "5102cfdc08e6197e", "repo": "cobra", "split": "train", "archetype": "refactor", "prompt_group": "cobra:b8e27a75dfad", "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
4ddb5b0b-3341-40a9-a4f8-cc4f722ca77c
4ddb5b0b-3341-40a9-a4f8-cc4f722ca77c
767fdbb1-cf30-4dac-b0d9-2b037ac24cab
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": "How does the command invocation process work in lib/thor/invocation.rb? I want to understand the path from calling a command to actually executing it.", "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": "26ca78ce37fd7bc9", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:63c8f6c69604", "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
4e31b2e7-beb6-4916-8d59-bba61db07431
4e31b2e7-beb6-4916-8d59-bba61db07431
feb3716e-7a83-430c-aa92-7cf492d36fa3
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": "Where is the logic for the \"smart case\" search mode implemented? I need to see how it determines whether to use case-sensitive or case-insensitive matching based on the pattern.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investiga...
{ "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": "b58896ca2b70e960", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:d53c7444e130", "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
4e3e2b8c-64ae-444b-850f-e69d554bfeb8
4e3e2b8c-64ae-444b-850f-e69d554bfeb8
68e1bde7-0669-43d3-861f-1f879584ae6d
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a deprecation notice in `Slim/Middleware/ErrorMiddleware.php` related to the PSR-15 interface. Can you check the latest PSR-15 documentation to see if the handling of exceptions in `process()` methods has changed in version 2.0? I want to make sure our implementation in ...
{ "tools": [ "task", "web_search" ], "requests": [ { "need": "search for PSR-15 version 2.0 changes, specifically regarding exception handling in MiddlewareInterface::process", "exact": [], "after": [ "web_search" ], "scores": { "survey_repo": 0, "...
{ "task_id": "68bab8f16de1d08d", "repo": "slim", "split": "train", "archetype": "docs_online", "prompt_group": "slim:572fa8dbd06e", "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
17
b61cdcfe-45a9-43fb-a7a0-d604c402d74a
4e55b296-6361-4202-a9fb-2859f7e17fac
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worker
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{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Run Pyright on src/requests/packages.py to identify warnings needing suppression", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": false, ...
{ "task_id": "c55ac377fd33eca1", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:748a5536ba8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "eng...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
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{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Run Pyright on src/requests/models.py to identify warnings needing suppression", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "n...
{ "task_id": "c55ac377fd33eca1", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:748a5536ba8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "eng...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Inspect commit 661970d for the # type: ignore suppression pattern", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show tool to inspect git commits", "exact": [ "git_show" ], "after": [], "scores": { "answer_decision": 0, "git_status": 1, "move": 0, "chown": 0, "render_view": 0, ...
{ "task_id": "c55ac377fd33eca1", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:748a5536ba8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "eng...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "<!-- lycaon-worker-task-preamble:v1 -->\nTask mode:\n- mode: write\n- obligation: apply changes with write, edit, replace_lines, or restore_version before closeout — reads alone do not complete a write leg\n- isolation: all project changes stay in this overlay until promotion; suggested...
{ "tools": [], "requests": [ { "need": "git_show tool to inspect commit 661970d", "exact": [ "git_show" ], "after": [], "scores": { "git_commit": 0, "fanout_plan": 0, "answer_decision": 0, "page_close": 0, "scan_query": 0, "gi...
{ "task_id": "c55ac377fd33eca1", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:748a5536ba8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "eng...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Add inline type: ignore suppression to line 900 of src/requests/models.py to silence Pyright errors from chardet module", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "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": "c55ac377fd33eca1", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:748a5536ba8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "eng...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Verify the # type: ignore suppression on line 900 of src/requests/models.py and confirm pyright reports no errors", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, "native-read-tool": true, ...
{ "task_id": "c55ac377fd33eca1", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:748a5536ba8b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "eng...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "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 a deprecation warning in Ruby 3.2 regarding `File.expand_path` in `lib/thor/util.rb`. The warning says 'Using the last argument as keyword parameters is deprecated'. Does the Ruby 3.2 migration guide or standard library docs recommend an alternative for resolving path...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Ruby 3.2 deprecation guidance", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "mkdir": 0, ...
{ "task_id": "932e34ad9e3c557f", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:146ce1d6e459", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you look at the test configuration in `tests/conftest.py`? I want to understand the fixture setup for the app context. Specifically, are there any fixtures that load a specific JSON config file from `tests/static/`? If so, which ones?", "root_count": 1, "posture": "build", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "1e2491b479b451e4", "repo": "flask", "split": "train", "archetype": "data_files", "prompt_group": "flask:02f4ae58b108", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if `config.json` and `config.toml` in `tests/static/` have different content, and which one is preferred by default tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "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": "1e2491b479b451e4", "repo": "flask", "split": "train", "archetype": "data_files", "prompt_group": "flask:02f4ae58b108", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Verify if any tests are explicitly loading `.flaskenv` from `tests/test_apps/`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir" ], "loaded": [ "grep", "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "1e2491b479b451e4", "repo": "flask", "split": "train", "archetype": "data_files", "prompt_group": "flask:02f4ae58b108", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, can we optimize the JSON binding in `binding/json.go`? It seems like we're doing unnecessary allocations when decoding large payloads. I saw some comments in `codec/json/json.go` about using `sonic` or `jsoniter` but the default validator still falls back to the standard libra...
{ "tools": [ "command", "command_output", "edit", "git_commit", "git_diff", "git_status", "write" ], "requests": [ { "need": "file editing: code_rewrite or write or edit to modify source files", "exact": [ "code_rewrite", "edit", "write" ],...
{ "task_id": "2cf911a8e80e2d61", "repo": "gin", "split": "train", "archetype": "bugfix", "prompt_group": "gin:198c7a2a00c2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "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 override the default view engine lookup. Which file handles the view resolution logic, and where is the default engine configured?", "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": "a895579eb5cd6c22", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:0d06e3d8dbe1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "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 failure in the build logs for com.google.gson.functional.RuntimeTypeAdapterFactoryFunctionalTest. Can you run just that test class so I can see the full stack trace? It's failing intermittently on CI but I can't reproduce it locally yet.", "root_count": 1, "posture...
{ "tools": [], "requests": [ { "need": "run mvn test for a specific JUnit test class in the gson project", "exact": [], "after": [ "terminal_open", "terminal_read", "terminal_snapshot", "write" ], "scores": { "code_rewrite": 0, "worke...
{ "task_id": "37695eb22dd563e8", "repo": "gson", "split": "train", "archetype": "run_and_verify", "prompt_group": "gson:fdb90281bcaa", "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
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implement_investigate
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thor
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Quick fix: add `frozen_string_literal: true` to `lib/thor/shell/terminal.rb` to match the rest of the project.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "write" ], "requests": [ { "need": "write to a file", "exact": [ "write" ], "after": [ "edit" ], "scores": { "git_restore": 0, "command_output": 0, "mkdir": 2, "wait": 0, "secret_generate":...
{ "task_id": "1eb73ffc4514f6a2", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:141a7b5880b2", "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
4f19cfc6-6fd0-4c1f-b2dc-c2238c3796f0
4f19cfc6-6fd0-4c1f-b2dc-c2238c3796f0
10451ead-2f41-49ca-801a-6de1d20a309c
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've just pushed some changes to the `axum-extra` crate. I'm waiting for the CI to finish. Let me know when the `axum-core` tests pass so I can start working on the next task.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" ...
{ "tools": [ "command", "git_log", "git_status", "http_request" ], "requests": [ { "need": "Run shell commands to check git status, recent commits, and CI workflow run status", "exact": [], "after": [], "scores": { "scan_list": 0, "page_close": 0, ...
{ "task_id": "5df2bb518443dcd9", "repo": "axum", "split": "train", "archetype": "ops", "prompt_group": "axum:e23b22bf902f", "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
4f21cbf2-8cd0-4d85-abe2-3bf637cdf715
4f21cbf2-8cd0-4d85-abe2-3bf637cdf715
f40f496e-000d-458a-b427-d538c397e693
coordinator
implement_investigate
dc3bf9215aac8877
axum
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": "帮我构建一下 axum-core 这个 crate,我怀疑最近提交到 ext_traits/request.rs 的改动导致了编译失败。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "I need to run a cargo command in the terminal to build the axum-core crate and see the compilation errors.", "exact": [ "command" ], "after": [ "git_log", "command_output" ], "scores": { "measure_page": 0...
{ "task_id": "b8bd813505a82e3c", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:f72d7373de29", "lang": "zh", "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
23
4f480b31-ed4f-4048-97e7-bf1457313430
4f480b31-ed4f-4048-97e7-bf1457313430
b5d5b0f3-fbd5-4a1d-a8b7-42004ac229fc
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": "Why is there a mutex being used in context.go for the Copy method? I saw a recent commit 1bd0ecf mentioning loading Keys under the mutex.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_log", "git_show" ], "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": tr...
{ "task_id": "a1d6bafe8f218cde", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:e4640e1985ea", "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
4f8404ab-325c-49f9-ba06-af3b592958a8
4f8404ab-325c-49f9-ba06-af3b592958a8
c507b392-8718-4bac-ab04-43c01dde5f10
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Triage the following SAST findings:\n\n1. `examples/auth/views/login.ejs`: Medium severity - XSS risk in user input rendering.\n2. `lib/response.js`: Low severity - Use of `res.cookie` without explicit `httpOnly` flag.\n\nFor #1, please fix `examples/auth/views/login.ejs`. For #2, ...
{ "tools": [], "requests": [ { "need": "edit and replace_lines tools for modifying files", "exact": [ "edit", "replace_lines" ], "after": [ "command" ], "scores": { "page_open": 0, "git_merge": 0, "move": 1, "chown": 0, ...
{ "task_id": "48144ddc31343571", "repo": "express", "split": "train", "archetype": "security", "prompt_group": "express:080b86fa822d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
4f86405c-d384-4381-83da-a9273ff38a63
4f86405c-d384-4381-83da-a9273ff38a63
d418b105-073a-4337-861c-cf188757a20b
coordinator
implement_investigate
dc3bf9215aac8877
axum
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 think we can add `*.rlib` and `*.d` to `axum/.gitignore`? Or are those already covered by the root `.gitignore`? Please check.\n\nAlso, please clean the build artifacts for `axum-extra` only, I just want to verify a clean build there.", "root_count": 1, "posture": "build", ...
{ "tools": [], "requests": [ { "need": "run a command or pipeline to check if *.rlib or *.d files are currently tracked by git", "exact": [ "command" ], "after": [], "scores": { "replace_lines": 0, "page_close": 0, "web_search": 0, "chmod": 0...
{ "task_id": "97d7b9b88dbbb0a6", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:f54e24b9aa8e", "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
204fe99a-d92e-4d46-bc89-879bc5862d1a
4fb98ec5-0d42-4705-afba-77f4c57c212f
b460d2c9-1670-4b03-8a9d-7915cb4421e4
worker
implement
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the repository to locate cookie serialization logic in lib/utils.js, lib/response.js, and test/res.cookie.js.", "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": "a3e844797d247f2f", "repo": "express", "split": "train", "archetype": "refactor", "prompt_group": "express:554d88d6bf7a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worke...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
4fb98ec5-0d42-4705-afba-77f4c57c212f
4fb98ec5-0d42-4705-afba-77f4c57c212f
9a4322d7-dc0e-4f61-92b8-f3453c3e9f42
coordinator
implement_overlay_promote
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "command", "command_output", "command_stop", "extend_worker_budget", "fetch_url", "grep", "http_request", "jq", "list_dir", "pack_board", "preview_overlay", "process_list", "process_signal", "promote_overlay", ...
{ "host": "coordinator", "user": "Check if `res.clearCookie()` can also be simplified using this new function.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_overlay_promote", "recent_tools": [ "read", "update_progress", "wait", "task", "grep" ],...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "coordinator-host-runner": false, "http-operating-procedure": false, "http-request-tools": false, "managed-secret-tools": false, "nati...
{ "task_id": "a3e844797d247f2f", "repo": "express", "split": "train", "archetype": "refactor", "prompt_group": "express:554d88d6bf7a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
4fb98ec5-0d42-4705-afba-77f4c57c212f
4fb98ec5-0d42-4705-afba-77f4c57c212f
50f7e427-6b54-45c6-9583-08e81f725fe7
coordinator
implement_overlay_promote
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "command", "command_output", "command_stop", "extend_worker_budget", "fetch_url", "grep", "http_request", "jq", "list_dir", "pack_board", "preview_overlay", "process_list", "process_signal", "promote_overlay", ...
{ "host": "coordinator", "user": "Verify that the cookie parsing in `lib/request.js` isn't affected by this change.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_overlay_promote", "recent_tools": [ "grep", "read", "update_progress", "wait", "task"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "coordinator-host-runner": false, "http-operating-procedure": false, "http-request-tools": false, "managed-secret-tools": false, "nati...
{ "task_id": "a3e844797d247f2f", "repo": "express", "split": "train", "archetype": "refactor", "prompt_group": "express:554d88d6bf7a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
4fdf776d-202c-45d8-acc5-2f943847837d
4fdf776d-202c-45d8-acc5-2f943847837d
e1736a28-8dcd-4b3f-80ba-2d437cd5b093
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 noticed some typos in the error message within `lib/application.js`. Can you clean up the error logging strings?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "edit tool to replace a specific span in lib/application.js", "exact": [ "edit" ], "after": [], "scores": { "render_view": 0, "diff": 1, "task": 0, "git_stash": 0, "git_checkout": 0...
{ "task_id": "a4ce7039848c1a58", "repo": "express", "split": "train", "archetype": "small_change", "prompt_group": "express:e3b25884f190", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
4fe5fbd6-9449-41e4-9ec9-3314db5cd544
4fe5fbd6-9449-41e4-9ec9-3314db5cd544
f39975fb-77ab-4e54-b317-320b68e690c7
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": "Trova dove viene usata la regex helper `compile_regex`. Devo aggiornare il comportamento del pattern matching.", "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": "85cf8c4a74044b26", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:263a135ef126", "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
9
5017dae1-8092-43d0-88d9-4c210f04a580
5017dae1-8092-43d0-88d9-4c210f04a580
6fe6eaa0-a0d7-467c-9480-698881574a51
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 messed up the last commitI just made. Can you amend it to include the changes I just made to lib/utils.js?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_show", "git_status" ], "requests": [ { "need": "git status, diff, amend a commit, read lib/utils.js", "exact": [ "diff" ], "after": [ "git_status", "git_show" ], "scores": { "extract_archive": 0, ...
{ "task_id": "4bd815bde8c9695f", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:9148bcf8bfe0", "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
50898e68-1e4b-412b-8975-ba3d541c30f8
50898e68-1e4b-412b-8975-ba3d541c30f8
eedb6d4e-f022-49b2-b206-b05a9353ea4a
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 messing around with the error handling in `examples/error-pages/index.js` but it's a mess. Can you stash my current changes so I have a clean working directory?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_stash", "git_status" ], "requests": [ { "need": "Git operations to check status and stash changes", "exact": [], "after": [], "scores": { "page_act": 0, "replace_lines": 0, "http_request": 0, "git_merge": 0, ...
{ "task_id": "0bda2bc3382671ee", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:7cd33a2f658d", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
28
5093b3cc-af70-4b5f-a9f0-81b0c9000505
5093b3cc-af70-4b5f-a9f0-81b0c9000505
2fd9061d-43e0-43ae-b120-42ac20319724
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": "Please scan the entire codebase for all TODO comments and list them out for me. I want to see what's left to do before the next 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": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "f186a64725a3e3dd", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:6edfec7671c8", "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
29
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coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Group them by file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "list_dir" ], "loaded": [ "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "f186a64725a3e3dd", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:6edfec7671c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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5093b3cc-af70-4b5f-a9f0-81b0c9000505
5093b3cc-af70-4b5f-a9f0-81b0c9000505
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coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you also check for any FIXME or HACK comments?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "list_dir" ], "loaded": [ "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "f186a64725a3e3dd", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:6edfec7671c8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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509c994c-0a37-4909-a5a5-f76bcce2a375
c7c0ff0f-ff6d-4869-965e-1fd51c15e547
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, `RuntimeTypeAdapterFactory` is registering the wrong type for my wildcard generic. \n\nI have `class Container<T extends Number>`. When I serialize `Container<Integer>` and then deserialize, Gson picks up the type as `Object` or something weird instead of `Integer` because of ...
{ "tools": [], "requests": [ { "need": "git_show to inspect commit 698ba9e", "exact": [ "git_show" ], "after": [ "git_show" ], "scores": { "chmod": 0, "jq": 0, "command_output": 0, "jq_edit": 0, "code_rewrite": 0, ...
{ "task_id": "74c8b8239a63c5c8", "repo": "gson", "split": "train", "archetype": "bugfix", "prompt_group": "gson:8dee739dd65e", "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
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coordinator
implement_investigate
dc3bf9215aac8877
gin
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false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "What changed in the binding/ directory between the recent fix for BindXML and the update to the validator library?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git_log, git_show, git_diff, git_ref, git_blame for investigating binding/ directory history", "exact": [ "git_blame", "git_diff", "git_log", "git_ref", "...
{ "task_id": "ad2e0d5702cb2f56", "repo": "gin", "split": "train", "archetype": "git_history", "prompt_group": "gin:02cb932b79ec", "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
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coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm upgrading from Gson 2.8.9 to 2.10.x. I see `JsonParser` is removed in favor of `JsonReader` or `JsonParser.parseString()`. Does the official migration guide specify if `JsonStreamParser` has any breaking changes regarding `MalformedJsonException` handling between these versions...
{ "tools": [ "web_search" ], "requests": [ { "need": "search for Gson 2.10 release notes and migration guide on the web", "exact": [], "after": [ "web_search" ], "scores": { "view_video": 0, "command_output": 0, "secret_list": 0, "git_b...
{ "task_id": "c555959bde67966d", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:7b33dcba89bc", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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36423d70-79a7-4d8b-8729-60fc91435ad9
coordinator
implement_investigate
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at the `ext/` directory. How many SVG or PNG logo variants do we have? List them out. Also, check if `.gitignore` is ignoring the `*.ai` file but not the others correctly. I want to ensure the repo doesn't bloat with unnecessary design assets when cloned.", "root_coun...
{ "tools": [ "command", "terminal_open" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": tr...
{ "task_id": "c2c9a7ff16a99d3d", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:982d5aea9fee", "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
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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": "Can you explain the difference between the XHR adapter and the fetch adapter? When does axios decide to use one over the other?", "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": "d0cb5fa8e306805a", "repo": "axios", "split": "train", "archetype": "question", "prompt_group": "axios:abc8479cd563", "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
50c33681-fc45-4b7f-b469-7e162fc35914
50c33681-fc45-4b7f-b469-7e162fc35914
9fecde45-03f6-4949-a71c-b3dd6805d207
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": "Is Thor thread-safe? I'm considering using Thor as a library within a multithreaded web server to generate some CLI-like output in the background. Are there any shared states or global variables I should avoid?", "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": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "8ed4011fe312a701", "repo": "thor", "split": "train", "archetype": "question", "prompt_group": "thor:b561b86f0f6d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
50ca2588-455e-43eb-b9b7-290307925666
50ca2588-455e-43eb-b9b7-290307925666
41f33f9b-4c48-429f-b94f-1e5e7787a4e5
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": "Refactor `Slim\\Error\\Renderers\\JsonErrorRenderer.php` to rename the internal method `render` to `renderJson` for better clarity, and update all calls within that class.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "git_commit" ], "requests": [ { "need": "edit tool to replace method name and its call site", "exact": [ "edit" ], "after": [ "git_commit" ], "scores": { "git_compare": 0, "git_merge": 0, "jq": 0, ...
{ "task_id": "da0c5b4a7d02a4e6", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:5f53eb6cab49", "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
50e7ad11-e5be-4fdb-beec-10d3b06eac1d
50e7ad11-e5be-4fdb-beec-10d3b06eac1d
3f0597da-a7da-428f-a290-202f32908b9d
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm hitting an issue with `Slim/Middleware/ErrorMiddleware.php`. When an exception is thrown inside the route handler, the error handler is executed twice if I'm using custom error handlers. \n\nHere is the reproduction case:\n1. Register a custom ErrorRenderer.\n2. Throw an HttpEx...
{ "tools": [], "requests": [ { "need": "I need to write a reproduction test file and run phpunit to verify the bug.", "exact": [ "verify", "write" ], "after": [], "scores": { "terminal_snapshot": 1, "git_status": 1, "scan_query": 0, "...
{ "task_id": "7e5256419635f027", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:360f080be005", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
50f4b7a9-b93d-4dac-91bf-eb3670df54ff
50f4b7a9-b93d-4dac-91bf-eb3670df54ff
d351d084-ed7e-44ef-8d50-2d6650db53e0
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Rename `JsonStreamParser` to `JsonReaderParser` across the entire repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "code_rewrite", "command", "edit", "git_commit", "git_log", "git_status", "move" ], "requests": [ { "need": "code_rewrite for cross-file renaming, git_mv or mv for file renames", "exact": [ "code_rewrite" ], "after": [ "code_rewr...
{ "task_id": "1a3451f78b3a6efe", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:bbb67fc64563", "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
50f4b7a9-b93d-4dac-91bf-eb3670df54ff
50f4b7a9-b93d-4dac-91bf-eb3670df54ff
b9a6c465-75d2-4e24-8947-db63ad45eff8
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Update all imports in the test files.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "grep", "git_log", "git_status", "git_commit", "ask_user", "move", ...
{ "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": "1a3451f78b3a6efe", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:bbb67fc64563", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
50f4b7a9-b93d-4dac-91bf-eb3670df54ff
50f4b7a9-b93d-4dac-91bf-eb3670df54ff
44281215-d263-4ecb-a2d0-fb7aa8e40105
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if any external documentation or READMEs mention the old name.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "update_progress", "git_log", "git_status", "git_commit", ...
{ "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": "1a3451f78b3a6efe", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:bbb67fc64563", "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
50f8faf3-9b38-4b32-85f0-e2826ed0f2f5
50f8faf3-9b38-4b32-85f0-e2826ed0f2f5
a533ba52-be2d-4ab4-9597-b97fbd80918b
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "show me the command that handles the 'man' documentation generation. I want to see how it formats the output.", "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": "030364a7310dfb45", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:0be38c1377ad", "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
510b8017-24a4-4b99-a37e-4feeeeef8a06
510b8017-24a4-4b99-a37e-4feeeeef8a06
7e4e45dd-2e13-4e38-8196-a8631f3f422d
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": "Quiero ver el historial de cambios en httpx/_auth.py para entender por qué se expuso FunctionAuth.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_diff", "git_log", "git_show", "source_history" ], "requests": [ { "need": "git_log, git_show, git_blame, source_history", "exact": [ "git_blame", "git_log", "git_show", "source_history" ], "after": [ ...
{ "task_id": "897642d06b120b0e", "repo": "httpx", "split": "train", "archetype": "git_history", "prompt_group": "httpx:84a3a080ff9a", "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
15
510c04b5-83ff-4cdb-8973-97942324d3be
510c04b5-83ff-4cdb-8973-97942324d3be
c9f89e60-aea8-4a96-99e4-99d66ff55c14
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "We need to prepare for RFC 10008 compliance. \n1. Verify the implementation of the new `QUERY` method in `routergroup.go` and `gin.go`.\n2. Add a new test case in `routes_test.go` that specifically uses the `QUERY` method to ensure it routes correctly.\n3. Update the documentation ...
{ "tools": [ "command", "edit", "git_status", "replace_lines", "terminal_close", "terminal_open" ], "requests": [ { "need": "run Go tests for routing", "exact": [], "after": [ "terminal_open", "replace_lines", "edit" ], "scores": { ...
{ "task_id": "62f18e852e9dab23", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:e4687e894938", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
5155f8b2-47c2-4572-8463-4c999ed82c55
5155f8b2-47c2-4572-8463-4c999ed82c55
05ba5b44-9e66-453e-9e86-9e96fcb282bb
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to configure Gson to handle floating point numbers differently. The docs mention `ToNumberStrategy` and `LongSerializationPolicy`, but I can't find a specific example for converting all doubles to strings to avoid precision issues. Can you check the official Gson documen...
{ "tools": [ "web_search" ], "requests": [ { "need": "web_search and fetch_url to research Gson ToNumberStrategy API documentation", "exact": [ "fetch_url", "web_search" ], "after": [], "scores": { "scan_pack": 0, "process_signal": 0, "...
{ "task_id": "103b4afdd176d0f7", "repo": "gson", "split": "train", "archetype": "docs_online", "prompt_group": "gson:acd684d44db8", "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
5183ea46-d61f-471a-8d49-72710c8c812e
5183ea46-d61f-471a-8d49-72710c8c812e
e789310c-f7c5-4337-8bdd-cbd35ca4611d
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": "The `BrotliInterceptor` in `okhttp-brotli/src/main/kotlin/okhttp3/brotli/BrotliInterceptor.kt` is rejecting valid responses that have a `Content-Encoding: br` header but no body content (length 0).\n\n```kotlin\nif (contentEncoding == \"br\") {\n response = response.newBuilder()\n...
{ "tools": [ "command", "edit", "git_diff", "git_status" ], "requests": [ { "need": "edit tool to replace a span in a Kotlin source file", "exact": [ "edit" ], "after": [ "command" ], "scores": { "jq_edit": 0, "git_commit": 0,...
{ "task_id": "c52849007d6bb97b", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:badcaaffb2d6", "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
5183ea46-d61f-471a-8d49-72710c8c812e
5183ea46-d61f-471a-8d49-72710c8c812e
4f4b3cad-c110-4f90-a022-83857c984bda
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Also, check the `ZstdInterceptor` in `okhttp-zstd` to see if it has the same bug. If so, fix it there too.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "command"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "c52849007d6bb97b", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:badcaaffb2d6", "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
51af92e8-4df6-4a0a-834f-7d222568ede0
51af92e8-4df6-4a0a-834f-7d222568ede0
19cae102-9af5-44fa-97e7-cd6e7a297db9
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Is the Werkzeug CDN currently up? I need to verify if http://cdn.werkzeug.palletsprojects.com/releases/werkzeug-2.3.0.zip is accessible and returning a 200 OK. Our build process is timing out when trying to download dependencies from that URL.", "root_count": 1, "posture": "bui...
{ "tools": [ "http_request" ], "requests": [ { "need": "Send an HTTP request to check if a URL is up and returns 200 OK", "exact": [], "after": [], "scores": { "http_request": 4, "git_show": 0, "terminal_send": 0, "mkdir": 0, "write": 0, ...
{ "task_id": "57b075d0e0908861", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:eccceaa7852f", "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
51af92e8-4df6-4a0a-834f-7d222568ede0
51af92e8-4df6-4a0a-834f-7d222568ede0
add8deca-6fdf-496a-9203-d523f645d52e
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "What is the Content-Length of that ZIP file?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "http_request", "list_dir", "request_tools" ], "loaded": [ "fetch_url", "g...
{ "tools": [ "http_request" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, ...
{ "task_id": "57b075d0e0908861", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:eccceaa7852f", "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
51af92e8-4df6-4a0a-834f-7d222568ede0
51af92e8-4df6-4a0a-834f-7d222568ede0
dca3cfab-b4a5-44f8-9d5d-6c022f91ebf8
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Are there any redirect chains happening before the final 200?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "http_request", "grep", "list_dir", "request_tools" ], "loaded": [ "f...
{ "tools": [ "http_request" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, ...
{ "task_id": "57b075d0e0908861", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:eccceaa7852f", "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
5203c83a-edea-4571-8731-d41a9d618b04
5203c83a-edea-4571-8731-d41a9d618b04
b3fb1039-d9b2-48b5-ae33-84ab5fba8765
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Find all `TODO` and `FIXME` comments in the codebase. I want a list of files and line numbers. Group them by crate (axum, axum-core, axum-extra, axum-macros) so I can triage them easily.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_in...
{ "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": "1d975c9b0973106b", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:d17f28c8575e", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
5203c83a-edea-4571-8731-d41a9d618b04
5203c83a-edea-4571-8731-d41a9d618b04
16b44740-bab0-4ff6-a84a-95a940b9627a
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": "For the files in `axum/src/extract`, specifically check `path/mod.rs` and `multipart.rs` to see if any of the TODOs are related to deprecation warnings.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "1d975c9b0973106b", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:d17f28c8575e", "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
c3e71208-66ba-4fc1-8e5b-3fae62083518
520a172d-177c-44b4-b1fa-916b8fcfed5f
81c70601-af7c-4a5f-af91-1bcfec07de1e
worker
implement
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Find all deprecated files and functions in the gin repository", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "7431ce1db254039a", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:75e4d3a5c3c6", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
11
09f4901c-7cc9-4733-a534-baba24f7796d
520a172d-177c-44b4-b1fa-916b8fcfed5f
9c1eef3d-abcd-4c4e-81ab-aee26f3bf33d
worker
implement
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey all documentation in doc/ directory and understand its structure", "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": "7431ce1db254039a", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:75e4d3a5c3c6", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
0b52efca-965a-4e93-8e95-639397af02ab
520a172d-177c-44b4-b1fa-916b8fcfed5f
871f1176-b368-4f52-88b7-c44a6c28c610
worker
implement
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Find malformed or incorrect comments in binding/form_mapping.go and binding/json.go that reference nonexistent functions/types", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "7431ce1db254039a", "repo": "gin", "split": "train", "archetype": "multi_part", "prompt_group": "gin:75e4d3a5c3c6", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "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
5219bafd-b0aa-491b-8783-af43cf32a77c
5219bafd-b0aa-491b-8783-af43cf32a77c
afec473b-3113-47a1-91a5-529646ac9e61
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to see the details for commit 05e9c6b", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show to see the details of a specific commit ref", "exact": [ "git_show" ], "after": [], "scores": { "measure_page": 0, "mkdir": 0, "chmod": 0, "pack_board": 0, "git_diff":...
{ "task_id": "36d4a09fc47a969d", "repo": "flask", "split": "train", "archetype": "git_history", "prompt_group": "flask:11ecb9002586", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
52415594-8f3c-478b-ac10-56d9d8774629
52415594-8f3c-478b-ac10-56d9d8774629
6569cbc8-6f84-437b-a842-79dab54200b2
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check pyproject.toml and requirements-dev.txt. We need to upgrade ruff to the latest version. See if there are any breaking changes in the newer versions that would affect our current linting setup.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search to find the latest ruff version and breaking changes in recent releases", "exact": [ "web_search" ], "after": [], "scores": { "process_signal": 0, "git_merge": 0, ...
{ "task_id": "df84f35e49720fd5", "repo": "requests", "split": "train", "archetype": "dependencies", "prompt_group": "requests:b7446d2f79bc", "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
52629efd-0664-4ec1-bf90-591237fe4568
52629efd-0664-4ec1-bf90-591237fe4568
a6d64c33-e38a-4424-a951-b46a2d4b7376
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Fix the logic in `okhttp/src/commonJvmAndroid/kotlin/okhttp3/internal/http2/PushObserver.kt`.\n\nCurrently, the `onPushResponseHeaders` callback receives a `PushPromise` but we are not validating that the stream ID matches the associated stream. The documentation says \"Implementat...
{ "tools": [], "requests": [ { "need": "write tool to edit PushObserver.kt", "exact": [ "edit", "write" ], "after": [ "edit" ], "scores": { "secret_revoke": 0, "render_view": 0, "mkdir": 0, "survey_repo": 1, "git...
{ "task_id": "c25626322a4a9fa5", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:8c5a20dc0c55", "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
52c07704-f33f-4db9-acdf-c8e8b3df8b3c
52c07704-f33f-4db9-acdf-c8e8b3df8b3c
7e376274-2bc2-49a2-95a8-382fea769b10
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": "Refactor `lib/thor/parser/arguments.rb` to use the new `Argument` class structure we discussed. Make sure all existing specs in `spec/parser/` still pass after you're done.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands to execute rspec tests", "exact": [], "after": [], "scores": { "git_stash_list": 0, "copy": 0, "git_ref": 0, "extend_worker_budget": 0, "render_view": 0, "git_show"...
{ "task_id": "6f385ef85109e31e", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:fbe90f36c568", "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
52d51455-0601-42bb-95cb-aafa58757f68
52d51455-0601-42bb-95cb-aafa58757f68
3beb92b1-b551-4f57-b40c-69caee309f95
coordinator
implement_investigate
dc3bf9215aac8877
axum
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 release-plz actions keep bumping versions in CI. Look at the recent commits for `bump crate-ci/release-plz`. Can you update all `bump crate-ci/release-plz` lines in CI configs or workflows to use the very latest version `0.5.139`? Make sure to double check `deny.toml` or any ot...
{ "tools": [], "requests": [ { "need": "run git commands to search commit history", "exact": [], "after": [ "git_log", "git_show" ], "scores": { "delete": 0, "git_checkout": 0, "chmod": 0, "command_stop": 0, "source_history": ...
{ "task_id": "9214bddb11e8441b", "repo": "axum", "split": "train", "archetype": "data_files", "prompt_group": "axum:28b3a76afa3d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
52f924d4-610e-4a3b-b873-a7428cbf3036
52f924d4-610e-4a3b-b873-a7428cbf3036
d28b059e-e338-47df-9340-da6e2d840cbc
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 seeing some weird behavior with URL parsing. Can you explain how `httpx/_urlparse.py` handles scheme detection and if it relies on any external libraries or just standard lib?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investiga...
{ "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": "15bafa8d70d04ade", "repo": "httpx", "split": "train", "archetype": "explain_code", "prompt_group": "httpx:1fa77a3f0ee2", "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
53121389-0bf5-4a88-82df-083b502c84a0
53121389-0bf5-4a88-82df-083b502c84a0
c4e0c0d9-4f9e-4e55-8810-63fda0c71735
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": "Remova o arquivo `doc/screencast.sh` que não está mais sendo utilizado no repositório.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete", "stat" ], "requests": [ { "need": "delete doc/screencast.sh", "exact": [ "delete" ], "after": [], "scores": { "git_stash": 0, "terminal_close": 0, "replace_lines": 0, "stat": 1, "git_stash_list": 0, ...
{ "task_id": "fa9cb84657ae6277", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:87686b8ea761", "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
6
531765d9-513e-4409-bcd7-fa6486a3db56
531765d9-513e-4409-bcd7-fa6486a3db56
5d257a88-2c22-47ac-ab1d-e34109a835b8
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": "Hi, ich bekomme beim Ausführen der Tests einen Fehler. Sieht so aus, als ob die Testausführung abbricht, bevor alle Tests durchgelaufen sind. Hier ist der Output:\n\n```bash\n$ ./vendor/bin/phpunit\n...\nTests: 1, Assertions: 1, Failures: 1.\n```\n\nKannst du mir helfen, das Proble...
{ "tools": [ "command" ], "requests": [ { "need": "run phpunit command to see verbose output of the test failure", "exact": [ "command" ], "after": [], "scores": { "git_show": 0, "git_restore": 0, "chmod": 0, "scan_list": 0, "ed...
{ "task_id": "7ed9721c7540c5fc", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:7e7f8aa66890", "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
9
531765d9-513e-4409-bcd7-fa6486a3db56
531765d9-513e-4409-bcd7-fa6486a3db56
cf8f3636-6d08-42bf-bd5c-e5fb6a73d7e3
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": "Welche spezifische Testdatei oder welche Tests sind betroffen?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "request_tools", "read", "list_dir" ], "loaded": [ "comma...
{ "tools": [ "command", "git_diff", "git_log" ], "requests": [ { "need": "read test files and investigate why only 1 test fails in some environments", "exact": [], "after": [ "git_diff", "git_log" ], "scores": { "git_ref": 1, "page_act"...
{ "task_id": "7ed9721c7540c5fc", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:7e7f8aa66890", "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
12
531765d9-513e-4409-bcd7-fa6486a3db56
531765d9-513e-4409-bcd7-fa6486a3db56
f894727b-7ec9-44ab-a576-0abe2ececefa
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": "Kannst du die betroffenen Tests im Detail debuggen?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "read", "grep", "git_log", "list_dir", "git_diff", "request_tool...
{ "tools": [ "command", "git_diff" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "design-and-debug-tests", "upgrade-dependencies" ], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, ...
{ "task_id": "7ed9721c7540c5fc", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:7e7f8aa66890", "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
14
531fc729-7125-433e-a7e5-462685c787f7
531fc729-7125-433e-a7e5-462685c787f7
22f740eb-a2b6-43a3-9457-bcc36b5acab8
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to use `Thor::Group` to create a base generator, but the invocation system isn't picking up the methods defined on the Group class itself, only the Command class methods.\n\n```ruby\nclass MyGenerator < Thor::Group\n include Thor::Actions\n \n def setup\n puts \"Se...
{ "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": "d0b4f60b64256552", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:86a5b3d0406f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
531fc729-7125-433e-a7e5-462685c787f7
531fc729-7125-433e-a7e5-462685c787f7
cfa90cc8-5643-4b26-8b2e-c292fd885333
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Fix it so all methods are executed in definition order.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ...
{ "tools": [], "requests": [ { "need": "I need to write a file to the filesystem to create a reproduction script.", "exact": [ "write" ], "after": [ "command" ], "scores": { "extend_worker_budget": 0, "move": 0, "jq_edit": 0, "g...
{ "task_id": "d0b4f60b64256552", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:86a5b3d0406f", "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
6
53341449-cb04-4232-ac7c-05af6ac4acef
53341449-cb04-4232-ac7c-05af6ac4acef
8d88b8d0-95e0-4222-872a-aa6e0dac9cec
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a TypeError in the browser tests. Specifically, `tests/browser/xsrf.browser.test.js` is failing when trying to access `document.cookie`. Can you check if we need to mock the DOM environment in vitest for this specific test file? The error says `document is not defined`....
{ "tools": [ "command" ], "requests": [ { "need": "run a terminal command to execute the vitest browser test for xsrf.browser.test.js and capture the output to confirm whether the 'document is not defined' error occurs", "exact": [ "command" ], "after": [], "scores": ...
{ "task_id": "b1acf123d6d24ba3", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:9cdd4fe7f4c1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
5359fb33-7871-483a-b621-8b66bb55db33
5359fb33-7871-483a-b621-8b66bb55db33
f6738c97-67c5-4085-a757-11deb1c06065
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": "fix: hidden files are not being ignored when using `--no-ignore` but providing a specific path\n\nI noticed that running `fd --no-ignore /tmp/my_test` still shows `.git` folders inside /tmp/my_test if they exist. The README says it ignores hidden dirs by default, but `--no-ignore` ...
{ "tools": [ "command", "mkdir", "wait" ], "requests": [ { "need": "I need to run shell commands like mkdir, touch, and the fd binary itself to reproduce the issue and verify the fix.", "exact": [ "mkdir", "verify" ], "after": [ "mkdir", "wai...
{ "task_id": "51a1439a92e2a490", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:7079a826341b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
dfe37a33-6a74-4168-9156-f00d11c241b1
538c9c22-f157-463f-bac5-7dd88c0fa625
92889f44-39ce-4354-971b-498287b50fa0
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": "Investigate file-like object detection in src/requests/utils.py and src/requests/api.py, verify the fix from commit 6f205ff is intact, and identify any inconsistencies.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "git_show" ], "requests": [ { "need": "git_show tool to read commit 6f205ff contents", "exact": [ "git_show" ], "after": [], "scores": { "secret_generate": 0, "view_video": 0, "held_result": 0, "promote_overlay": 0, ...
{ "task_id": "b41bdf3ae661b01b", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:7807bdc678fd", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
538c9c22-f157-463f-bac5-7dd88c0fa625
538c9c22-f157-463f-bac5-7dd88c0fa625
ebffc487-e228-45e3-b8dd-5f4166a39a4c
coordinator
implement_dispatch
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "If you find discrepancies, please propose a change to `_encode_files` in `utils.py`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "wait", "command", "reject_overlay", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "build-and-test-mobile-apps": 0, "update-the-docs": 2, ...
{ "task_id": "b41bdf3ae661b01b", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:7807bdc678fd", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
a4611536-ab2a-4c35-9b1c-6358f7af008f
538c9c22-f157-463f-bac5-7dd88c0fa625
8726aeb7-a090-4fa6-a2a9-eadbc8b03350
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": "Locate `_encode_files`, audit `utils.py` for missing file-wrapper logic, and propose a concrete `utils.py` patch only if discrepancies exist.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "git_diff" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-t...
{ "task_id": "b41bdf3ae661b01b", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:7807bdc678fd", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
539bf477-faf8-4538-bf6d-cb04abbe8ae2
539bf477-faf8-4538-bf6d-cb04abbe8ae2
a8eeb72a-76e8-413d-b23d-adef84b323f3
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 just saw the CVE-2023-xxxx advisory for Flask regarding request headers parsing. Can you audit `src/flask/helpers.py` and `src/flask/wrappers.py` specifically looking for how we handle `Host` and `X-Forwarded-Host` headers? I need to know if we're vulnerable to host header inject...
{ "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": "3fbe9634d89a232d", "repo": "flask", "split": "train", "archetype": "security", "prompt_group": "flask:f79d6c928939", "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
53bad4f8-a218-498a-87cd-18901d9d521b
53bad4f8-a218-498a-87cd-18901d9d521b
633fec9a-3c17-4cf4-a667-63f36a4996c4
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Search for all usages of `typed_path` in the macro tests. I want to see which test files verify the path parsing behavior.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "131c33c1d288bb5a", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:626eb5de25df", "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
53bad4f8-a218-498a-87cd-18901d9d521b
53bad4f8-a218-498a-87cd-18901d9d521b
6a74efb0-9629-4505-8e5f-9e11892a9baa
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Specifically, I want to check the `fail/catch_all_not_at_end.rs` test case.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "grep" ], "loaded": [ "grep", "list...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "131c33c1d288bb5a", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:626eb5de25df", "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
53bad4f8-a218-498a-87cd-18901d9d521b
53bad4f8-a218-498a-87cd-18901d9d521b
29417c9f-1880-4308-b2d7-707b0d2f6ea6
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "What is the expected stderr for that failure case?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "grep" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "131c33c1d288bb5a", "repo": "axum", "split": "train", "archetype": "locate", "prompt_group": "axum:626eb5de25df", "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
53c0aba8-32fa-4cd2-af72-296a7c4e33ee
53c0aba8-32fa-4cd2-af72-296a7c4e33ee
50e9a85d-3a66-4ab3-bf7e-969b61c2d0bd
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "```\nTraceback (most recent call last):\n File \"/home/user/venv/lib/python3.9/site-packages/httpx/_transports/default.py\", line 62, in map_httpcore_exceptions\n yield\n File \"/home/user/venv/lib/python3.9/site-packages/httpx/_transports/default.py\", line 210, in handle_req...
{ "tools": [], "requests": [ { "need": "I need to run python commands to execute a reproduction script and write new files to the workspace.", "exact": [ "write" ], "after": [], "scores": { "process_signal": 0, "scan_pack": 0, "http_request": 0, ...
{ "task_id": "19c262605213c93b", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:11dbe3380bc3", "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
53c68f21-7dfa-441e-ab5e-387e81dc3a7f
53c68f21-7dfa-441e-ab5e-387e81dc3a7f
6620c580-77d4-4690-af68-0efe53b1c355
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": "Compare the changes between commit 417c189 and 2d70815. What actually changed in the files?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log" ], "requests": [ { "need": "run git commands to compare two commits", "exact": [], "after": [ "git_log" ], "scores": { "extend_worker_budget": 0, "scan_compare": 0, "survey_repo": 0, ...
{ "task_id": "45eb9a3791528eb0", "repo": "slim", "split": "train", "archetype": "git_history", "prompt_group": "slim:ec7f53c8eb16", "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
53dc5015-65ab-4145-aaee-ab4486dad28c
53dc5015-65ab-4145-aaee-ab4486dad28c
83776b25-153b-4ad0-be3c-1ff292932b86
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 getting an issue with `Slim\\Factory\\Psr17\\Psr17FactoryProvider` not finding the `Nyholm/Psr7` classes even though they are installed in `composer.json`.\n\nThe provider uses reflection or class_exists checks that might be failing due to case sensitivity or autoloader order i...
{ "tools": [ "command", "edit" ], "requests": [ { "need": "edit and write tools to modify Slim/Factory/Psr17/Psr17Factory.php and Slim/Factory/Psr17/NyholmPsr17Factory.php", "exact": [ "edit", "write" ], "after": [ "command" ], "scores": { ...
{ "task_id": "fada52ae9be0f4f0", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:d83da6e4b9fd", "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
28
53e564fd-0c9e-4241-b643-2292983bf4dc
53e564fd-0c9e-4241-b643-2292983bf4dc
ab827210-38c0-4d3e-a10e-9391c43b53d6
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've been messing around with `tests/test_basic.py` and I'm not sure if I want to keep these changes. Can you stash my current changes in the repository so I have a clean working directory?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement...
{ "tools": [ "command", "git_stash", "git_status" ], "requests": [ { "need": "git stash to save uncommitted changes, and git status to verify before/after", "exact": [ "verify" ], "after": [ "git_status", "git_stash" ], "scores": { ...
{ "task_id": "a4e3db2a26b98c68", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:f0b3c4db3de6", "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
53e7fef8-26fd-41be-98e4-2b5fc0b0e86b
53e7fef8-26fd-41be-98e4-2b5fc0b0e86b
36b1837b-0183-430c-b703-0a567f09c4a6
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the difference between the `-x` / `--exec` flag and the `-E` / `--exec-batch` flag? I want to run a command on each found file, but I'm unsure if the command is spawned once per file or once in total. I'm worried about performance if I'm processing thousands of file...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "7b17844b7373f769", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:4a2e95214e04", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
53e7fef8-26fd-41be-98e4-2b5fc0b0e86b
53e7fef8-26fd-41be-98e4-2b5fc0b0e86b
64d23532-44f2-4194-b9ed-3763ca1ab057
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": "If I use --exec-batch, how can I set the maximum number of arguments per command?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "list_dir" ], "loaded": [ "list_dir", "s...
{ "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": "7b17844b7373f769", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:4a2e95214e04", "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
53e7fef8-26fd-41be-98e4-2b5fc0b0e86b
53e7fef8-26fd-41be-98e4-2b5fc0b0e86b
d15e6b26-e552-42d2-944a-45401bb4a063
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": "Does fd support passing environment variables to the executed command?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize", "list_dir" ], "loaded": [ "grep...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "7b17844b7373f769", "repo": "fd", "split": "train", "archetype": "question", "prompt_group": "fd:4a2e95214e04", "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
53e9ec66-f872-400d-b3ad-34c033da6f11
53e9ec66-f872-400d-b3ad-34c033da6f11
529cca6d-db51-47fc-8930-55ed022a0b81
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": "Hey, I noticed in `lib/thor/parser/argument.rb` we're using `ArgumentError` for validation. I recall reading somewhere that Thor changed how it handles invalid arguments in recent versions. Can you look up the current behavior in the online docs or the CHANGELOG? I want to confirm ...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "nativ...
{ "task_id": "af2dee079e490d4d", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:2588adee6c79", "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
53ee6115-ca05-4a1e-b13d-7fe5534ef5db
53ee6115-ca05-4a1e-b13d-7fe5534ef5db
0b4e8539-69fa-42f8-8cfa-dd3ce8fd6955
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": "The `recovery.go` middleware should probably be more descriptive when it catches a panic. Can you modify it to ensure the recovered panic is always appended to `c.Errors` as per the recent fix in commit 4a3eb31?", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [], "requests": [ { "need": "git_show to inspect commit 4a3eb31", "exact": [ "git_show" ], "after": [], "scores": { "source_history": 1, "scan_summary": 0, "view_video": 0, "terminal_read": 0, "process_list": 0, "pa...
{ "task_id": "06a8bbca59061d1a", "repo": "gin", "split": "train", "archetype": "small_change", "prompt_group": "gin:c7280962d08f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
543503de-19d1-4ad1-afe6-6ca12581c161
543503de-19d1-4ad1-afe6-6ca12581c161
6f677d37-e777-479a-a3e5-28f14fcdca62
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": "Hey, can you run the tests for me? I'm seeing some weird behavior in `res.send` when combined with `Transfer-Encoding` and I want to make sure the recent fix (commit 9a34acf) didn't break anything else. Also, please lint the code and fix any issues it reports.", "root_count": 1, ...
{ "tools": [ "command", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "run git log for commit 9a34acf, run npm test and npm lint commands, read lint config file", "exact": [], "after": [ "git_log", "git_diff", "git_stat...
{ "task_id": "1f1fd883723be77f", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:50071349c67e", "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
d18dfa8c-ab5f-4dc0-925e-e0018abe9d07
54430aac-a564-4bf6-bed9-a8b5fb18ecab
77e6e24e-94c4-4654-99eb-1b4c84954376
worker
implement
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the complete content and structure of site/content/docgen/man.md", "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": "723feced4d8a2327", "repo": "cobra", "split": "train", "archetype": "multi_part", "prompt_group": "cobra:c83da3a1231f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
c21fe56f-89fb-469e-9ff7-63226ec170fa
54430aac-a564-4bf6-bed9-a8b5fb18ecab
6d72b339-f030-4fe9-99e3-3fa5a1388cfb
worker
implement
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the complete content and structure of site/content/user_guide.md", "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": "723feced4d8a2327", "repo": "cobra", "split": "train", "archetype": "multi_part", "prompt_group": "cobra:c83da3a1231f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }