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pw-decide-row/1
14
93129182-b649-4402-a228-6987f0b36110
93129182-b649-4402-a228-6987f0b36110
807ec4b8-6258-4148-9599-e8a2a8504581
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": "In `lib/core/dispatchRequest.js`, the logic for handling the `data` property seems to be stripping content-type headers unexpectedly when `data` is an empty object `{}`.\n\nHere is a failing test case:\n\n```javascript\nconst axios = require('axios');\n\naxios.post('http://localhos...
{ "tools": [ "code_rewrite", "command", "git_status", "write" ], "requests": [ { "need": "run a Node.js command to reproduce the empty-object data + explicit Content-Type bug", "exact": [ "command" ], "after": [ "write", "code_rewrite", "...
{ "task_id": "58b6c67f4b311e27", "repo": "axios", "split": "train", "archetype": "bugfix", "prompt_group": "axios:e7f316be9b21", "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
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931b7390-e241-4a93-92fa-638a5e7096b4
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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": "Add a new test case in `tests/tests.rs` to ensure that the search handles empty patterns correctly without panicking.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run cargo test and execute shell commands", "exact": [], "after": [ "wait", "command_output" ], "scores": { "terminal_read": 2, "delete": 0, "scan_quer...
{ "task_id": "4aa86d5d4f753863", "repo": "fd", "split": "train", "archetype": "small_change", "prompt_group": "fd:4cc65dff6461", "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
17
932600fe-450e-4cdd-a247-894ea4cefe08
932600fe-450e-4cdd-a247-894ea4cefe08
6977c464-f714-4773-bab3-121a67e26db1
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": "The current implementation of `Slim/Handlers/ErrorHandler.php` is missing some type hints I added manually. Can you clean up the type hints to match the interfaces in `Slim/Interfaces/ErrorHandlerInterface.php`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "b20d9a7bcde4d886", "repo": "slim", "split": "train", "archetype": "commit", "prompt_group": "slim:69a17589b98d", "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
932600fe-450e-4cdd-a247-894ea4cefe08
932600fe-450e-4cdd-a247-894ea4cefe08
eb4f9e7d-96df-4a38-8c7c-0a0f10bde648
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": "Perfect. Commit that into the current branch.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "ask_user", "read" ], "loaded": [ "ask_user", "read" ] }
{ "tools": [ "command", "git_commit", "git_diff", "git_status" ], "requests": [ { "need": "run git status and git commit", "exact": [], "after": [ "git_status", "git_diff", "git_commit" ], "scores": { "scan_list": 0, "termin...
{ "task_id": "b20d9a7bcde4d886", "repo": "slim", "split": "train", "archetype": "commit", "prompt_group": "slim:69a17589b98d", "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
93713c92-fbb4-46f0-b70a-4f63cadaaa48
93713c92-fbb4-46f0-b70a-4f63cadaaa48
c8ff4c87-95eb-4731-a336-23e4dfcb5b80
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify if hidden commands are correctly excluded from ambiguous invocations. Please locate the test case in `spec/` that covers the scenario described in commit `59a764a`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investi...
{ "tools": [ "git_log", "git_show" ], "requests": [ { "need": "git_show to inspect commit 59a764a and git_log for history", "exact": [ "git_log", "git_show" ], "after": [ "git_show" ], "scores": { "terminal_open": 1, "scan_sum...
{ "task_id": "97cff4566821c763", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:6eb2c3b867f3", "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
7
9395c57a-8f55-4f98-a565-0d1384e907fa
9395c57a-8f55-4f98-a565-0d1384e907fa
855cdb32-9327-472d-a385-9d5ca10b496e
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": "Regarding `axum::serve` in `axum/src/routing/into_make_service.rs`, the docs for `hyper` have changed how graceful shutdowns are handled. In `examples/tls-graceful-shutdown`, we're using the old signal handling method. Can you check the hyper documentation for the new `Server::with...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research current hyper and axum graceful shutdown documentation", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { ...
{ "task_id": "a3d013eb98e6b434", "repo": "axum", "split": "train", "archetype": "docs_online", "prompt_group": "axum:69debbc89a12", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
93a1223a-e891-4661-acb2-881c30b333eb
93a1223a-e891-4661-acb2-881c30b333eb
83b36ebc-697c-43c2-9652-db3cdcd64dc5
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": "According to the official Ruby documentation for `FileUtils`, does `FileUtils.rm_rf` guarantee that broken symlinks are removed safely on all platforms? I'm seeing inconsistent behavior in `spec/actions/create_link_spec.rb` where sometimes the link isn't cleaned up before the file ...
{ "tools": [ "web_search" ], "requests": [ { "need": "Search the web for official Ruby documentation for FileUtils.rm_rf regarding broken symlinks.", "exact": [], "after": [ "web_search" ], "scores": { "write": 0, "answer_decision": 0, "mkdir":...
{ "task_id": "0c74526816e489cc", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:66aa360aed2d", "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
93b2c009-2921-452d-9058-683c74e6ecf0
93b2c009-2921-452d-9058-683c74e6ecf0
23cca632-7958-4843-8951-9041edb53b85
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 want to start refactoring the shell implementation to decouple the logic from the terminal output. \n\n1. Audit `lib/thor/shell/` and identify where we are directly calling terminal-specific methods. \n2. Create a new abstract base class for shells if it doesn't exist, or update ...
{ "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": "d98107682f8f942f", "repo": "thor", "split": "train", "archetype": "multi_part", "prompt_group": "thor:90cd43d22432", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
93c39b44-339e-45d6-a598-f45f751492f1
93c39b44-339e-45d6-a598-f45f751492f1
2457ec3d-6190-4231-b23b-e1f720a9b38c
coordinator
implement_dispatch
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "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": "기술적인 디테일보다는 개발자들이 이 업데이트를 왜 써야 하는지에 집중해서 작성해줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "grep" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": true, "survey-first-pass": false }, "skill_scores": { "measure-interface": 0, "verify-a-backup-and-restore": 0,...
{ "task_id": "8b760aa9045a5e03", "repo": "gin", "split": "train", "archetype": "docs", "prompt_group": "gin:8f056265abbc", "lang": "ko", "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
5
d94d4486-dad1-46a3-86c1-26cc67893d1c
93c39b44-339e-45d6-a598-f45f751492f1
aae94f21-d419-4eb8-8a5f-2ce643ad6c96
worker
implement
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the repository to understand its core purpose and identify recent significant changes or improvements that would interest a developer.", "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": "8b760aa9045a5e03", "repo": "gin", "split": "train", "archetype": "docs", "prompt_group": "gin:8f056265abbc", "lang": "ko", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_request...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
93dd8204-b730-4d9a-9887-c9713d05af92
93dd8204-b730-4d9a-9887-c9713d05af92
21d3f383-e014-4749-99e6-bb6bc0f2f143
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": "Rename `OkHttpClient` to `OkHttpClient` in `okhttp/src/commonJvmAndroid/kotlin/okhttp3/CacheControl.kt` and its usages.", "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": "c8ea7e3bc23360ac", "repo": "okhttp", "split": "train", "archetype": "small_change", "prompt_group": "okhttp:dde72c296f59", "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
93dd8204-b730-4d9a-9887-c9713d05af92
93dd8204-b730-4d9a-9887-c9713d05af92
2128970a-0eac-4cb4-9061-5fb5f9e36a62
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": "Check if there are any broken references in the `samples/guide` directory after the rename.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "ask_user", "read" ], "loaded": [ "ask_user", ...
{ "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": "c8ea7e3bc23360ac", "repo": "okhttp", "split": "train", "archetype": "small_change", "prompt_group": "okhttp:dde72c296f59", "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
942450f0-1822-440f-8293-67221115d08a
942450f0-1822-440f-8293-67221115d08a
40e7d4b5-9e5f-4573-b7ef-bcb0e53a311d
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": "where is the suggestion logic implemented? The error message \"did you mean '...'\" appears when a typo is detected in a subcommand. I need the code source.", "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": "36ca42f3992d077a", "repo": "cobra", "split": "train", "archetype": "locate", "prompt_group": "cobra:dd9f7bc99543", "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
94a2951d-5c4a-4670-9336-66509dc85ec1
94a2951d-5c4a-4670-9336-66509dc85ec1
147ffb3e-18d7-452c-9e91-60fe656dea36
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you find all the TODO comments in the gson/src/main directory? I need to know what's left on the plate.", "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": "f9f7ecebb92a600e", "repo": "gson", "split": "train", "archetype": "chores", "prompt_group": "gson:722155a362d1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
94fe1ab7-eecd-4dfb-ab0c-836e36d8915b
94fe1ab7-eecd-4dfb-ab0c-836e36d8915b
4abc62ae-8b63-4798-bedd-f28c43a94db0
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is `app.config` populated from environment variables?", "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": "19fda09832f46e84", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:690102966a9b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
94fe1ab7-eecd-4dfb-ab0c-836e36d8915b
94fe1ab7-eecd-4dfb-ab0c-836e36d8915b
b2bb223f-2324-455d-b983-a0a6cd2277a7
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": "Show me the config loading logic in `src/flask/config.py`", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep" ], "loaded": [ "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "19fda09832f46e84", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:690102966a9b", "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
94febdad-5cbe-429b-afa3-d6b64a138209
94febdad-5cbe-429b-afa3-d6b64a138209
05a7b289-3224-469b-ae37-421bd79ed85c
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you check if the gem builds correctly? Run `gem build thor.gemspec` and let me know if there are any errors or warnings. Also, quickly check if the tests pass locally.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "Run shell commands: gem build thor.gemspec and run the test suite (bundle exec rspec) in the /work/thor project.", "exact": [], "after": [], "scores": { "process_signal": 0, "write": 0, "secret_generate": 0,...
{ "task_id": "75009d87630faf32", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:523775f745d3", "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
950e13a9-e399-4040-b69a-07b570f650cd
950e13a9-e399-4040-b69a-07b570f650cd
0c475d39-5e2a-436b-a35c-8cb5c6d55454
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 setting up the local dev environment. Generate a dummy JWT secret and a client ID for my local integration tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "secret_generate" ], "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, ...
{ "task_id": "2c943db0e5453b12", "repo": "gson", "split": "train", "archetype": "ops", "prompt_group": "gson:3dd9227941ec", "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
950f180d-d31b-4bfe-b06a-8a49c2dba464
950f180d-d31b-4bfe-b06a-8a49c2dba464
ea4d4a92-d9fb-449c-9a3e-d8e578152601
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": "run_clippy_fix", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_open" ], "requests": [ { "need": "run a shell command like cargo clippy", "exact": [ "command" ], "after": [], "scores": { "scan_summary": 0, "git_blame": 0, "secret_revoke": 0, "page_act": 0, ...
{ "task_id": "67f7c2c7d4a93f9a", "repo": "axum", "split": "train", "archetype": "chores", "prompt_group": "axum:0587f8ec3928", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
95195d67-6441-46f3-9d5c-424fb43fe6f6
95195d67-6441-46f3-9d5c-424fb43fe6f6
0abcb544-da20-4775-8474-dfbe5dea059d
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "DB 컨테이너가 완전히 뜨고 접속 가능한 상태가 될 때까지 대기하는 스크립트가 필요해. 포트 5432가 열릴 때까지 기다리게 해줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "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": "97d7937cabe36c6a", "repo": "thor", "split": "train", "archetype": "ops", "prompt_group": "thor:7a48af0389ca", "lang": "ko", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
957a91aa-ee7a-4ed1-89ed-16e4b009efdb
957a91aa-ee7a-4ed1-89ed-16e4b009efdb
f13b1082-0b11-4d1e-88a5-852951c9f196
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've been messing around with Slim\\Factory\\AppFactory.php to try and add some custom logic for auto-detection of PSR-17 factories, but it's a mess. Can you look at my uncommitted changes, organize them into a clean commit that only includes the necessary factory improvements, and...
{ "tools": [ "command", "git_branches", "git_diff", "git_log", "git_stash_list", "git_status" ], "requests": [ { "need": "git operations: git diff, git status, git checkout, git commit, git push, git branch", "exact": [ "diff" ], "after": [ "git_...
{ "task_id": "01e1a2dd79dff5d1", "repo": "slim", "split": "train", "archetype": "commit", "prompt_group": "slim:9a8b4208ee90", "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
27
957e1367-eab4-48ce-9096-786240dfa0d6
957e1367-eab4-48ce-9096-786240dfa0d6
178da8a2-4343-4318-94c6-ef3ef0fa1877
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 need to draft release notes for version 2.15.0. Based on the recent commits in the README, summarize the key bug fixes and improvements, specifically highlighting the JDK 25 support and the JSON path updates.", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [ "command", "fetch_url", "git_diff", "web_search" ], "requests": [ { "need": "web_search and fetch_url to research the gson 2.15.0 GitHub release notes, plus read to inspect source files for JDK 25 and JSON path updates", "exact": [ "fetch_url", "web_sea...
{ "task_id": "6e42cfe88ef3deca", "repo": "gson", "split": "train", "archetype": "docs", "prompt_group": "gson:ec353cd13a44", "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
30
957e1367-eab4-48ce-9096-786240dfa0d6
957e1367-eab4-48ce-9096-786240dfa0d6
1a2a0c31-6853-4a5f-b24d-5d876df9aed8
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": "Make it more concise for a GitHub release description.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_diff", "read", "fetch_url", "grep", "web_search", "request_tools", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "6e42cfe88ef3deca", "repo": "gson", "split": "train", "archetype": "docs", "prompt_group": "gson:ec353cd13a44", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
9595319f-790b-4e25-a058-e0da3db1f606
9595319f-790b-4e25-a058-e0da3db1f606
31c6c915-5419-49e0-bf20-20c57ee8d96d
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": "check git blame on src/walk.rs to see who modified the symlink handling logic last", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "run git blame on src/walk.rs to see who modified symlink handling logic", "exact": [], "after": [], "scores": { "git_stash": 0, "wait": 0, "git_merge": 0, "terminal_close": 0, "git_show": 1...
{ "task_id": "48a7c2670a848bfa", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:6a1a55c835f0", "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
9595319f-790b-4e25-a058-e0da3db1f606
9595319f-790b-4e25-a058-e0da3db1f606
8e7242fd-6907-4bd2-a88a-b1153e96cb09
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": "show me the diff for that commit", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_blame", "request_tools", "read" ], "loaded": [ "diff", "edit", "git_blame", "git_bran...
{ "tools": [ "git_diff" ], "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, "nativ...
{ "task_id": "48a7c2670a848bfa", "repo": "fd", "split": "train", "archetype": "git_history", "prompt_group": "fd:6a1a55c835f0", "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
95ac4722-996b-451f-aad3-751956241382
95ac4722-996b-451f-aad3-751956241382
4f5836fd-bb10-4917-b8fb-7b1e9199b2f5
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": "We need to standardize how we handle missing required flags. Currently, `args.go` checks for this, but `command.go` has its own check. Can you consolidate this logic into a single place in `args.go` and remove the duplicate check from `command.go`? Run the tests to ensure nothing b...
{ "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": "646794b550658f5f", "repo": "cobra", "split": "train", "archetype": "refactor", "prompt_group": "cobra:6077fba275c6", "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
95beb8b7-fd4a-4d14-876f-6361ff44c154
95beb8b7-fd4a-4d14-876f-6361ff44c154
de5e95c3-d34f-41fc-816b-72fbea51d13e
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The default ReadHeaderTimeout isn't being applied when I call `engine.Run(\":8080\")` directly without creating a custom `http.Server` first. \n\nCommit `d8f2d58` claims to add a default ReadHeaderTimeout, but in `gin.go`, the `Run` method creates a new server. If I look at the imp...
{ "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": "20ae630af1836937", "repo": "gin", "split": "train", "archetype": "bugfix", "prompt_group": "gin:c597b606c861", "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
95cef63a-8c0b-48c6-8e53-d13c70a49355
95cef63a-8c0b-48c6-8e53-d13c70a49355
e1bd63d4-3b21-409d-acd6-993125c472a9
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": "Why does `httpx.Response.read()` fail with `ValueError: Cannot call read() if stream is exhausted` when I don't explicitly read the stream first?\n\n```python\nresponse = httpx.get('https://httpbin.org/bytes/1024')\nprint(response.read()) # Works\nprint(response.read()) # ValueErro...
{ "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": "95f30de21c6befe7", "repo": "httpx", "split": "train", "archetype": "bugfix", "prompt_group": "httpx:15d5c7608276", "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
95f940e0-e809-46aa-be24-cc36870ac870
95f940e0-e809-46aa-be24-cc36870ac870
61efdc3c-7e84-4190-b659-3acde401d582
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": "O que mudou no `lib/helpers/combineURLs.js` entre o commit `e6824ee` e o `d8a919f`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git_diff to compare two commits on a specific file", "exact": [ "git_diff" ], "after": [ "git_log", "git_show" ], "scores": { "edit": 0, "http_requ...
{ "task_id": "89c0c9ec6a545ec1", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:974b1f68d8e2", "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
24
961675e7-50fe-49b4-8052-9d7cd6ac3379
961675e7-50fe-49b4-8052-9d7cd6ac3379
8b29da88-9446-49c2-a6e6-57429b12db2c
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": "Add a new test case to `tests/unit/helpers/isAbsoluteURL.test.js` to verify that it correctly handles protocol-relative URLs like '//example.com'.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "I need to run shell commands like npm to execute tests.", "exact": [], "after": [], "scores": { "extend_worker_budget": 0, "copy": 0, "page_close": 0, "secret_list": 0, "fetch_url": 0, "wait": 2, ...
{ "task_id": "68e714b36624764c", "repo": "axios", "split": "train", "archetype": "small_change", "prompt_group": "axios:371aa562a54a", "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
16
973e4810-7af2-4404-93ce-c6e1b729fc22
973e4810-7af2-4404-93ce-c6e1b729fc22
423f9e71-fb98-49ef-804d-967741f9142a
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": "Check if `RealConnection` in `okhttp/src/commonJvmAndroid/kotlin/okhttp3/internal/connection/RealConnection.kt` correctly handles the new TLS 1.3 handshake failure cases. Look for any missing fallback logic.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "su...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "diagnose-a-tls-failure", "evolve-a-system" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "6bf9305880547a88", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:566951cfa7af", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
27
974c8964-9af0-4749-8712-eb638dbb3011
974c8964-9af0-4749-8712-eb638dbb3011
ef25667c-5376-4223-b32e-8696f3368a84
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 need a quick pass over `proto/src/main/java/com/google/gson/protobuf/LegacyProtoTypeAdapterFactory.java` and its tests. Since this handles Protocol Buffers, it's parsing binary data. Are there any issues with buffer overflows or unchecked array indices when deserializing malforme...
{ "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": "11b17ce8a706cb82", "repo": "gson", "split": "train", "archetype": "security", "prompt_group": "gson:a9eaad25e3b9", "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
28
975cfbd4-f1d7-4b4b-affa-22f6cb9e0c92
975cfbd4-f1d7-4b4b-affa-22f6cb9e0c92
b436af18-afe3-4df8-af42-48c16e9e53c5
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 `DnsOverHttps` client is hanging indefinitely when the network is unavailable.\n\nHere is my code:\n```kotlin\nval dns = DnsOverHttps.Builder().client(OkHttpClient())\n .url(httpsUrl(\"https://dns.google/dns-query\"))\n .build()\nval client = OkHttpClient.Builder().dns(dn...
{ "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": "9bc7c5664a9dd0ee", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:1e498144f806", "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
975cfbd4-f1d7-4b4b-affa-22f6cb9e0c92
975cfbd4-f1d7-4b4b-affa-22f6cb9e0c92
83df6712-0a34-42e6-9050-b01f45a44b16
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": "Check if `LookupDnsCall` needs to inherit the client's timeout settings more explicitly.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "find", "read", "grep" ], "loaded": [ "find", ...
{ "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": "9bc7c5664a9dd0ee", "repo": "okhttp", "split": "train", "archetype": "bugfix", "prompt_group": "okhttp:1e498144f806", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
9797294e-0459-4dcf-adab-c87823341cb2
9797294e-0459-4dcf-adab-c87823341cb2
71200270-1828-4076-a787-651437897215
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "scan the whole repo for any hardcoded secrets or API keys. I saw some config files in `tests/smoke/` and `examples/` that might have leaked credentials during debugging. Please list any false positives too so I don't ignore them.", "root_count": 1, "posture": "build", "worker...
{ "tools": [ "wait" ], "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-rec...
{ "task_id": "a20ab60673728354", "repo": "axios", "split": "train", "archetype": "security", "prompt_group": "axios:cac11049dbc3", "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
98269369-7b0c-4a7f-9a36-4883674cab68
98269369-7b0c-4a7f-9a36-4883674cab68
9b72c016-e715-4919-8b9f-958553bd8ae2
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Run a quick audit of our dependency tree. I want to make sure we don't have any sub-dependencies with known security vulnerabilities. Focus on anything related to transport or SSL.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investig...
{ "tools": [ "command", "scan_pack", "scan_query", "scan_summary", "web_search" ], "requests": [ { "need": "run shell commands to install the project and check installed dependency versions", "exact": [], "after": [ "scan_pack", "scan_summary", "sc...
{ "task_id": "cad8886b0689404d", "repo": "requests", "split": "train", "archetype": "dependencies", "prompt_group": "requests:01c40fae94c1", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
32
98389084-fe77-42df-a51d-681fa1bf6fde
98389084-fe77-42df-a51d-681fa1bf6fde
45378852-a472-4a00-98f0-d0a7cf171d3a
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting an `IllegalStateException` when using ProGuard with Gson. Based on the README, it's likely field obfuscation. Can you search `test-shrinker` and `gson/src/main/java/com/google/gson` for any existing proguard rules or logic that checks for accessibility? I need to know w...
{ "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": "e469b50360eb74a9", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:31fdab8fa092", "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
33
98389084-fe77-42df-a51d-681fa1bf6fde
98389084-fe77-42df-a51d-681fa1bf6fde
d6efcbb0-85b2-4153-a7f7-c65162f05e88
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": "Show me the content of `gson/src/main/resources/META-INF/proguard/gson.pro`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "list_dir" ], "loaded": [ "grep", "lis...
{ "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": "e469b50360eb74a9", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:31fdab8fa092", "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
34
98389084-fe77-42df-a51d-681fa1bf6fde
98389084-fe77-42df-a51d-681fa1bf6fde
875cc84b-adce-4d86-8dba-0be0d4674ce7
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "What does `ReflectionAccessFilter` do?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "e469b50360eb74a9", "repo": "gson", "split": "train", "archetype": "locate", "prompt_group": "gson:31fdab8fa092", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
986f5ae6-febc-4d4e-8758-f68fd34513af
986f5ae6-febc-4d4e-8758-f68fd34513af
c026b680-57b0-4c0b-a489-810678f27529
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at `src/filter/mod.rs`. How are the different filter types integrated into the main search loop?", "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": "a8c2999ceb8fa2da", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:866e937111bb", "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
989f46ee-4fab-412a-af9a-998b466f8b45
989f46ee-4fab-412a-af9a-998b466f8b45
e640f879-3741-4701-b00d-fa9dee8106ca
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": "Rename the `Strictness` class to `JsonStrictness` to make it more descriptive. Update all references across the repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "move files within the repository", "exact": [ "move" ], "after": [ "edit", "replace_lines", "write" ], "scores": { "terminal_open": 1, "view_image": 0, "git_blame": 0, "git...
{ "task_id": "085072f536e61147", "repo": "gson", "split": "train", "archetype": "small_change", "prompt_group": "gson:978711a1cd52", "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
10
98a1f47a-390e-46e3-bf3b-d17c13944559
98a1f47a-390e-46e3-bf3b-d17c13944559
3999d212-c6ac-4309-984c-ff6b28e824bd
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 need to trace where the `Shell::Color` class is extended in the main runner. Find the code that includes it and tell me which file it's in.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "dce10395e9babfc2", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:955301823492", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
98a46476-077e-499e-8b00-ccfd29908f00
98a46476-077e-499e-8b00-ccfd29908f00
1fa6ee15-a944-42b1-95f2-f5698a615f92
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": "What does the `requests.exceptions.ConnectionError` documentation say about the `request` attribute? I'm debugging an issue in `tests/test_requests.py` where the error object doesn't seem to have the request attached in certain timeout scenarios. I want to verify if this is expecte...
{ "tools": [ "web_search" ], "requests": [ { "need": "web search for requests.exceptions.ConnectionError documentation and the request attribute", "exact": [], "after": [ "web_search" ], "scores": { "secret_revoke": 0, "terminal_snapshot": 0, "...
{ "task_id": "26205c1442ee4d17", "repo": "requests", "split": "train", "archetype": "docs_online", "prompt_group": "requests:09abcf31a092", "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
98d9028e-c6b7-493f-8d92-df316cfe6b01
98d9028e-c6b7-493f-8d92-df316cfe6b01
29f3a79b-6510-4987-b06a-bd208c80c28b
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": "Could you explain the purpose and implementation of `src/flask/json/provider.py`? I'm specifically interested in how custom JSON encoders are integrated.", "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": "4333fa98e361edb8", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:a3de0501298f", "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
98d9028e-c6b7-493f-8d92-df316cfe6b01
98d9028e-c6b7-493f-8d92-df316cfe6b01
ff45ff68-7a67-4c9a-90f0-ab9c10b50540
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Are there any specific type hints or protocols defined in `src/flask/typing.py` that these providers must adhere to?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find" ], "lo...
{ "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": "4333fa98e361edb8", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:a3de0501298f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
98de1bc0-67ee-4d4c-a3f5-e6dde23a4baf
98de1bc0-67ee-4d4c-a3f5-e6dde23a4baf
739f003a-e713-49a4-a70d-e68927675b84
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 a deprecation warning for `verify=False` in my tests when using the ASGI transport. Is this a known issue in httpx 0.28.x? Can you check the migration guide for 0.27 to 0.28 or the latest changelog to see if SSL verification behavior changed for ASGI/WebSocket clients? I...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "30f2b15995e6801b", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:15fed1b48ad6", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
98fdc7d7-d1f4-44c8-9e94-3dbadd3cde9a
98fdc7d7-d1f4-44c8-9e94-3dbadd3cde9a
845a267c-388f-41c5-9343-0bbd0e5b0ef1
coordinator
implement_investigate
dc3bf9215aac8877
slim
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `JsonErrorRenderer` is choking on invalid UTF-8 sequences in exception messages. When an exception contains a malformed character, `json_encode` returns false and the renderer crashes or outputs garbage.\n\nSee PR #3465/commit `ddafc0f`. It looks like there's a fix for substitu...
{ "tools": [ "command", "edit", "replace_lines", "write" ], "requests": [ { "need": "run a php command to reproduce the issue", "exact": [ "command" ], "after": [ "edit" ], "scores": { "wait": 2, "verify": 1, "process_...
{ "task_id": "5dbbb4f351fddc02", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:47354f47a2c9", "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
9900e610-2795-481d-9c73-ba92d50d89d7
9900e610-2795-481d-9c73-ba92d50d89d7
9ecd69da-9be8-49a3-b8ed-d36e360fc7ee
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to draft the release notes for the next version. Please summarize the key changes from the last 5 commits, specifically focusing on the fixes in bash completions and the pflag bump.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_...
{ "tools": [ "command", "git_log", "git_show", "git_status" ], "requests": [ { "need": "Run git log and git show to inspect the last 5 commits for release notes", "exact": [], "after": [ "git_log", "git_show", "git_status" ], "scores": { ...
{ "task_id": "5a3ceb4a5c13cfcc", "repo": "cobra", "split": "train", "archetype": "docs", "prompt_group": "cobra:7aeec0d0a5dd", "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
990b87bf-06da-43b1-8cb4-6c85328f90ee
990b87bf-06da-43b1-8cb4-6c85328f90ee
4edfd65a-a941-4635-8084-28c3d9f1418b
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": "Refactor task: I want to clean up the adapter layer. Please: 1) Review `lib/adapters/xhr.js` to see if the progress event dispatching logic can be simplified, 2) Check `lib/adapters/adapters.js` for any deprecated patterns, and 3) Ensure `tests/unit/adapters/xhr.test.js` is fully p...
{ "tools": [], "requests": [ { "need": "run a command in the terminal", "exact": [ "command" ], "after": [], "scores": { "scan_summary": 0, "secret_list": 0, "page_close": 0, "web_search": 0, "pack_board": 0, "secret_revoke": ...
{ "task_id": "89048617f0ba59ca", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:d25363f1c71e", "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
1
99203cc6-fc78-4168-adbc-6ec4f56fc49a
99203cc6-fc78-4168-adbc-6ec4f56fc49a
65be325d-6319-466d-8dc5-bd65c79d4de2
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 noticed we're still on an older version of Guzzle. Can you check composer.json and see if we can upgrade to the latest version? If so, run the tests to see if it breaks any of the PSR-17 factory implementations, specifically Slim/Factory/Psr17/GuzzlePsr17Factory.php.", "root_co...
{ "tools": [], "requests": [ { "need": "web search to find the latest version of guzzlehttp/psr7", "exact": [], "after": [ "command" ], "scores": { "git_compare": 0, "terminal_send": 0, "source_history": 0, "http_request": 2, "code_re...
{ "task_id": "ab37e7eada427061", "repo": "slim", "split": "train", "archetype": "dependencies", "prompt_group": "slim:138c88b806cd", "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
9
461d3477-5ed3-48d3-9cd6-ef66785a047d
9929bf07-b2ac-4eeb-b37e-8c027922b422
03f6f6fc-3e03-4b86-aa76-39431893e77f
worker
implement
dc3bf9215aac8877
gson
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 proto, test-jpms, and gson directories to locate specific files and understand their 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": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
5841c05a-a30e-4ae0-aaf3-21070906cfb6
9929bf07-b2ac-4eeb-b37e-8c027922b422
cffca41b-bf04-468b-b86f-eff97f57cb43
worker
implement
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Locate JavaTimeTypeAdapters.java in the repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": false...
{ "task_id": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
5ad58d1b-29ee-4e18-9567-e58e66ce94a7
9929bf07-b2ac-4eeb-b37e-8c027922b422
e44b464e-6150-41e7-a9e6-dff90a76ee41
worker
implement
dc3bf9215aac8877
gson
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": "Determine if `LegacyProtoTypeAdapterFactory.java` is still required by analyzing its implementation and its usages within the `proto/` module and the wider 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": false,...
{ "task_id": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
9caec999-1f95-4c26-a71a-6c936827dbfb
9929bf07-b2ac-4eeb-b37e-8c027922b422
e52724dc-df9c-48f6-a3e9-92875add0dd9
worker
implement
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Inspect the `module-info.java` files in `test-jpms/` to understand the module configuration and how it interacts with Gson.", "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": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
977e5ba6-1523-482b-87b9-fb37a49bdf18
9929bf07-b2ac-4eeb-b37e-8c027922b422
9fb736b5-5977-41c9-b379-0f20fb175b67
worker
implement
dc3bf9215aac8877
gson
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": "Analyze `JavaTimeTypeAdapters.java` for dependency violations, specifically focusing on its use of Java Time APIs and any other external dependencies.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
124f7f0a-4703-49e7-8b40-4434542509ed
9929bf07-b2ac-4eeb-b37e-8c027922b422
a5388afc-0e74-465b-9a7d-14acd4568b6c
worker
implement
dc3bf9215aac8877
gson
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": "Remove the unused `LegacyProtoTypeAdapterFactory.java` and its corresponding test file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
a4f5a6dc-61ab-429a-8914-8dedeb42d220
9929bf07-b2ac-4eeb-b37e-8c027922b422
a6010f41-9c66-4a96-b026-10f8df65d782
worker
implement
dc3bf9215aac8877
gson
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": "Add `requires java.time;` to the Gson module descriptor.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "3be1b49ffd506644", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:4a3a1153b309", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
9937ee63-366e-4287-a18a-847bed6b7645
9937ee63-366e-4287-a18a-847bed6b7645
e7e282ed-0436-4d0f-a619-ddffe90c41dd
coordinator
implement_investigate
dc3bf9215aac8877
axum
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to track down a dependency conflict in the examples. Can you parse `examples/Cargo.lock` and tell me all the crates that depend on `tower-http`? For each one, list the version requirement specified in the lock file.", "root_count": 1, "posture": "build", "workers_i...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "a80c6d70a58bccf6", "repo": "axum", "split": "train", "archetype": "data_files", "prompt_group": "axum:1b3d8b77b583", "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
993d2dc1-0407-4ac3-a6eb-d566b7a7c174
993d2dc1-0407-4ac3-a6eb-d566b7a7c174
18ceb40a-6059-4e0e-b08a-d779f483ae29
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been playing around with `okhttp/src/commonJvmAndroid/kotlin/okhttp3/Cookie.kt` but I'm not ready to save it yet. Stash my current changes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_stash", "git_status" ], "requests": [ { "need": "I need to check the current git status and then stash the changes in the repository using git_stash.", "exact": [ "git_stash" ], "after": [ "git_stash" ], "scores": { ...
{ "task_id": "36f81d8e1e78ec78", "repo": "okhttp", "split": "train", "archetype": "commit", "prompt_group": "okhttp:719b40be7e4f", "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
993f6021-d682-4a10-9949-63bfbf5e4408
993f6021-d682-4a10-9949-63bfbf5e4408
7e343853-647e-4305-a349-2c27de8aa9bc
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "check git blame on the Bind function in gin.go", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame", "exact": [], "after": [ "git_blame" ], "scores": { "move": 0, "wc": 0, "command": 1, "git_status": 1, "process_list": 0, "worker_cancel": 0, "git_s...
{ "task_id": "7f2a243fe82795d5", "repo": "gin", "split": "train", "archetype": "git_history", "prompt_group": "gin:ea7baf1c0024", "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
9963263f-7edb-49c6-b915-6571548faa5e
9963263f-7edb-49c6-b915-6571548faa5e
ef8fa1e8-bda4-4e08-9eb4-0da049bff6af
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 in the middle of refactoring `src/requests/auth.py` but it's breaking the build. Stash my current work so I can switch back to `main` and check the current state.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches", "git_checkout", "git_diff", "git_stash", "git_status" ], "requests": [ { "need": "git tools to check status and stash changes", "exact": [], "after": [ "git_diff", "git_branches", "git_stash", "git_checkout" ...
{ "task_id": "4b584e7650147e67", "repo": "requests", "split": "train", "archetype": "commit", "prompt_group": "requests:c0fd19949df3", "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
99989bae-6e9d-45f7-a609-7ee52d39a29d
99989bae-6e9d-45f7-a609-7ee52d39a29d
a49319fd-bdc6-4d61-9784-75d192666687
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": "Explain how `lib/core/mergeConfig.js` works. I need to understand the priority order when merging user-provided config with defaults.", "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": "43f3594036b54c1f", "repo": "axios", "split": "train", "archetype": "explain_code", "prompt_group": "axios:791e44995b1a", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
99b6a769-642e-41f5-8d64-80f25aeec1b6
99b6a769-642e-41f5-8d64-80f25aeec1b6
8a2aa0f0-1cca-4454-9c8b-a3a68b4e0bf4
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you look up the latest published version of the `rake` gem? I want to know if Thor's `rake_compat` module is still relevant or if we should consider deprecating it in the next major release given the age of the feature.", "root_count": 1, "posture": "build", "workers_in_f...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to find the latest rake gem version, and file system tools like list_dir, grep, find, read, and summarize to inspect the Thor repository.", "exact": [ "fetch_url", "web_search" ...
{ "task_id": "760cfe530010c53a", "repo": "thor", "split": "train", "archetype": "docs_online", "prompt_group": "thor:506a6c4a7d2c", "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
99ec36eb-30e7-4671-b918-f32acbc689a4
99ec36eb-30e7-4671-b918-f32acbc689a4
2a00c30c-1eb2-4b91-b5ad-a9df94a2ee15
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at `src/requests/adapters.py`. How does the `send` method handle the preparation of a request before it's dispatched?", "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": "1f691111d62e0906", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:d3b5bc8e0ac0", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
99edb6f8-9ea2-4b64-bae9-98b21a6ee334
99edb6f8-9ea2-4b64-bae9-98b21a6ee334
f0b62c70-4bed-49bc-9331-9b93527210f3
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": "Add a `timeout` parameter to the `Flask` constructor in `src/flask/app.py` and make sure it's stored in the app config.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "edit a file", "exact": [ "edit" ], "after": [], "scores": { "jq_edit": 2, "secret_revoke": 0, "scan_query": 0, "git_ref": 0, "worker_cancel": 0, "pack_board": 0, "git_merge": 0, ...
{ "task_id": "924885d46b38721e", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:05ff06ebbb67", "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
17
99ef7e68-14c0-48c8-9223-5a2dbc2b8f3a
99ef7e68-14c0-48c8-9223-5a2dbc2b8f3a
2ede2361-069f-4305-a69a-a5cd5419f410
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm looking at `src/requests/models.py`. How is the `Request` object constructed, and does it perform any validation on the URL or headers during initialization?", "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": "00a5e7c266ebb776", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:79c538d5cc9f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
99f090d7-fea4-4f8d-aa65-786d50a12b97
99f090d7-fea4-4f8d-aa65-786d50a12b97
ef9cf874-a926-4a92-ae01-15bb0f19b318
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": "There's a test file `examples/static-file-server/src/tests.rs`. I want to add a test case for a specific edge case. First, read the current tests in that file. Then, look at `examples/static-file-server/assets/index.html` to see what static files are actually being served. Based on...
{ "tools": [ "command", "diff", "edit", "write" ], "requests": [ { "need": "Write or edit a file on disk (code_rewrite, edit, or write)", "exact": [ "code_rewrite", "edit", "write" ], "after": [ "diff", "command" ], "s...
{ "task_id": "104bdd907e8f2286", "repo": "axum", "split": "train", "archetype": "data_files", "prompt_group": "axum:23b8b5841cf1", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
dc3bf9215aac8877
gin
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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": "bump the version number in version.go", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "replace_lines", "write" ], "requests": [ { "need": "write version.go to bump the version string from v1.12.0 to v1.13.0", "exact": [ "write" ], "after": [ "edit" ], "scores": { "git_stash": 0, "replace_lines"...
{ "task_id": "e574e5b4ec41c34c", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:403871c69aa8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
dc3bf9215aac8877
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": "Update the CHANGELOG.md to reflect this version change", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "write", "request_tools", "edit", "ask_user", ...
{ "tools": [ "edit" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-rec...
{ "task_id": "e574e5b4ec41c34c", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:403871c69aa8", "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
99f691e2-3c79-49b7-ac94-dba1bb82d473
99f691e2-3c79-49b7-ac94-dba1bb82d473
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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": "Commit the version bump", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "edit", "write", "request_tools", "ask_user", "grep", "list_dir", "r...
{ "tools": [ "command", "git_commit", "git_diff", "git_log", "git_status", "source_history" ], "requests": [ { "need": "command to run git add and git commit, or git_commit tool", "exact": [ "command", "git_commit" ], "after": [ "git_stat...
{ "task_id": "e574e5b4ec41c34c", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:403871c69aa8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
20
99ff3d7c-1c38-4f16-b940-3ddf204d188d
99ff3d7c-1c38-4f16-b940-3ddf204d188d
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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": "Check the status page at https://status.github.com and let me know if GitHub had any incidents in the last hour. My CI pipeline is failing with intermittent 503s when trying to fetch packages, and I need to know if it's their fault or ours.", "root_count": 1, "posture": "build"...
{ "tools": [ "fetch_url" ], "requests": [ { "need": "fetch_url to read GitHub's public status page and API", "exact": [ "fetch_url" ], "after": [], "scores": { "git_stash_list": 0, "copy": 0, "chown": 0, "edit": 0, "secret_list"...
{ "task_id": "3073585ccb6c3a37", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:e91452a54d50", "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
99ff3d7c-1c38-4f16-b940-3ddf204d188d
99ff3d7c-1c38-4f16-b940-3ddf204d188d
e4f014c6-6ba7-4100-bf0b-d955e3014a54
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": "Did they mention anything about rate limiting changes?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "request_tools", "skills_read" ], "loaded": [ "capture_page", "...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search to find GitHub rate limiting changes", "exact": [ "web_search" ], "after": [], "scores": { "terminal_read": 0, "write": 0, "command_stop": 0, "capture_pag...
{ "task_id": "3073585ccb6c3a37", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:e91452a54d50", "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
26
99ff3d7c-1c38-4f16-b940-3ddf204d188d
99ff3d7c-1c38-4f16-b940-3ddf204d188d
4fa67339-4423-49eb-aab2-001b436521d3
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 API service currently marked as 'Degraded Performance'?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "fetch_url", "skills_read", "request_tools" ], "loaded": [...
{ "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": "3073585ccb6c3a37", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:e91452a54d50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
0e7d9539-d522-4255-8124-5e5ca53a9fd1
9a415691-75ab-4875-9293-dbd5f8121c01
95bb67b0-c10c-492b-9e1c-9bbf0186da79
worker
explore_readonly
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Check `tests/unit/helpers/` to ensure all existing helpers have corresponding tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true, "native-read-tool": false...
{ "task_id": "8fb66604d92bf9bd", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:c0dd1230b50b", "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
1
9a49391a-ebab-4260-8215-d1b9d9452fc1
9a49391a-ebab-4260-8215-d1b9d9452fc1
10df0da5-a404-45f0-b31a-9afdb8bd7a8c
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Thor でコマンドを実行する際、lib/thor/runner.rb は具体的にどのような流れで lib/thor/invocation.rb を呼び出しているの?全体像を説明して。", "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": "0ed3aa33b81a047a", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:b84838b58598", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
9a49391a-ebab-4260-8215-d1b9d9452fc1
9a49391a-ebab-4260-8215-d1b9d9452fc1
797020df-d710-4356-84f0-aac11fc291b2
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "runner.rb 内で、引数が足りない場合にどのようにエラーハンドリングしているか教えて。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir" ], "loaded": [ "list_dir", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "0ed3aa33b81a047a", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:b84838b58598", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
9a7696dc-e777-4730-ba30-973aeafcbf49
9a7696dc-e777-4730-ba30-973aeafcbf49
780a323a-1a2e-431b-8063-86cd3b8221ba
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to find where `Thor::Error` is raised. Show me all the places in the codebase that throw an error instance, not just the definition.", "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": "a7e8332d7d52239c", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:0c2d5627b738", "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
9aa2a72e-a229-4adf-a79f-ea77d2cdf2b0
9aa2a72e-a229-4adf-a79f-ea77d2cdf2b0
761ce38b-b620-44e4-aa8e-65defb9000f3
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Estou buscando a implementação do `CertificatePinner`. Onde está a verificação do hash do certificado? Tem alguma referência em `okhttp/src/jvmTest/kotlin/okhttp3/CertificatePinnerTest.kt`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "7d453bfcae4fe014", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:a592c1259c0c", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
9aa2a72e-a229-4adf-a79f-ea77d2cdf2b0
9aa2a72e-a229-4adf-a79f-ea77d2cdf2b0
27e696e4-c237-40fe-a640-bd3c971b346b
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": "Quais são as dependências diretas da classe main?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "find" ], "loaded": [ "find", "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": "7d453bfcae4fe014", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:a592c1259c0c", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
9aa2a72e-a229-4adf-a79f-ea77d2cdf2b0
9aa2a72e-a229-4adf-a79f-ea77d2cdf2b0
85e16c72-5fcd-48f1-960c-78e49c0d84d5
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": "Existe alguma configuração de TLS nesse arquivo?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "find" ], "loaded": [ "find", "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": "7d453bfcae4fe014", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:a592c1259c0c", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
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9ae053ae-d22f-4011-bd99-f8f1f8ca1481
e94910ae-5c66-4725-80db-c4c9dae228b6
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": "Hey, I need to audit our dependencies. Can you scan pyproject.toml and requirements-dev.txt and give me a list of every external package name, regardless of version specifier? I just want the raw names. Also, check if there are any version constraints that use the '==' operator ver...
{ "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": "0efee64bab3626ed", "repo": "requests", "split": "train", "archetype": "data_files", "prompt_group": "requests:9c43f3280525", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
9afb8344-a6c9-4b8c-a067-f30ece331f14
9afb8344-a6c9-4b8c-a067-f30ece331f14
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coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `bash_completionsV2` output is broken for aliases. If I define an alias for a command, the generated bash script includes the alias inside the completion logic but points it to the wrong original command name in some edge cases with nested subcommands.\n\nSpecifically:\n```go\n...
{ "tools": [], "requests": [ { "need": "run a go program or execute a command in the terminal", "exact": [ "command" ], "after": [ "command" ], "scores": { "git_blame": 0, "process_list": 1, "git_branches": 0, "page_act": 0, ...
{ "task_id": "2f3e66eec276a23f", "repo": "cobra", "split": "train", "archetype": "bugfix", "prompt_group": "cobra:782b6f28cd57", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
9b12a149-0ad4-425b-91b0-fb7fc70e78bb
9b12a149-0ad4-425b-91b0-fb7fc70e78bb
a1212dab-e932-47d8-b33a-852153562518
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": "The `flask run` command is failing to start if my `.flaskenv` file has a blank line at the end.\n\n```\nTraceback (most recent call last):\n File \".../flask/__main__.py\", line 1, in <module>\n ... \nValueError: Invalid variable assignment format\n```\n\nI checked `src/flask/cli...
{ "tools": [ "command", "edit", "git_commit" ], "requests": [ { "need": "Edit tool for in-place file modification to fix the load_dotenv function in src/flask/cli.py", "exact": [ "edit" ], "after": [ "command" ], "scores": { "terminal_ope...
{ "task_id": "b5f3fc19be0b054b", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:0feb594fa980", "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
9b1b929c-80ab-456d-b816-75d98300b40f
9b1b929c-80ab-456d-b816-75d98300b40f
c8c795f1-9f26-4e49-a56c-bab51ecd71b7
coordinator
implement_investigate
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a warning during build that I'd like to suppress. It's about an unused import in `src/cli.rs`. Can you run `cargo build` and let me know the exact line? I'm not going to touch it yet, just want to see the context.", "root_count": 1, "posture": "build", "workers_in...
{ "tools": [], "requests": [ { "need": "run a command in the terminal, specifically cargo build", "exact": [ "command" ], "after": [], "scores": { "survey_repo": 0, "git_blame": 0, "terminal_open": 4, "secret_list": 0, "source_history...
{ "task_id": "2920c78be72900d9", "repo": "fd", "split": "train", "archetype": "run_and_verify", "prompt_group": "fd:aa6bc5b7606b", "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
21
9b22a32a-3d74-4a02-8924-7d6ba41b01bf
9b22a32a-3d74-4a02-8924-7d6ba41b01bf
92fd2864-3153-4aa9-a901-7054d9461f84
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you explain the purpose of the `Args` type in `args.go` and how it's used for validation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "2d8df368ef21c890", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:01dc96630efd", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
28
9b3d01af-9db4-4ce2-b005-de47aac4ec19
9b3d01af-9db4-4ce2-b005-de47aac4ec19
531ab295-cf5e-4b93-8f57-681311b038b1
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 looking at the Error/Renderers directory. It seems Slim 4 handles error rendering quite flexibly. How do I implement a custom error renderer that outputs an XML response instead of JSON for API errors, while keeping the default HTML renderer for web requests?", "root_count": ...
{ "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": "ad15904db91d0833", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:32b64182e493", "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
9b42626c-76fd-4e18-8ad6-9cc2e6e3d764
9b42626c-76fd-4e18-8ad6-9cc2e6e3d764
85444e4f-5a6b-4777-818f-e7bf2d8aa301
coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does `ReflectiveTypeAdapterFactory` actually handle the mapping between JSON keys and Java fields?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "9af5efb14491d1ee", "repo": "gson", "split": "train", "archetype": "explain_code", "prompt_group": "gson:8eb478d4bfbd", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
9b6c038c-4e13-4506-a86b-40c7dfcf1578
9b6c038c-4e13-4506-a86b-40c7dfcf1578
ac63d490-ae76-4333-a440-9362bbb3ca20
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "can you list all the branches in this repo?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_branches" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": tr...
{ "task_id": "6ef09279aeb005bf", "repo": "httpx", "split": "train", "archetype": "git_history", "prompt_group": "httpx:cf537a3b0bee", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
9b6e2443-ec52-4d5d-8534-a2aee4781f96
9b6e2443-ec52-4d5d-8534-a2aee4781f96
f6757f62-1158-4a19-b298-bead9ce5db49
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you refactor `src/flask/app.py` to move the `register_error_handler` logic into a separate private method? I want to clean up the `__init__` method.", "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": "ba5546123143ec95", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:d43a8be8c885", "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
9ba7626e-9341-4bec-b06f-6d0fe7bf0a8d
9ba7626e-9341-4bec-b06f-6d0fe7bf0a8d
a17f429b-c823-4200-92bc-06912c61fbcf
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": "The tests in spec/shell_spec.rb are failing with a NameError: uninitialized constant Thor::Shell::ColumnPrinter on Ruby 3.2. It seems like the constant is no longer autoloaded in the same way. Can you check lib/thor/shell.rb and lib/thor/shell/column_printer.rb to see if we need an...
{ "tools": [ "command", "edit", "replace_lines" ], "requests": [ { "need": "edit or replace_lines to modify lib/thor/shell.rb and remove redundant require_relative from basic.rb, table_printer.rb, and wrapped_printer.rb", "exact": [ "edit", "replace_lines" ], ...
{ "task_id": "1ffdf2d7afca1ad2", "repo": "thor", "split": "train", "archetype": "run_and_verify", "prompt_group": "thor:1a4a93dbf250", "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
9baf4b70-e803-41d5-ba1d-fa45338ed5e3
9baf4b70-e803-41d5-ba1d-fa45338ed5e3
131ca828-aa40-405f-b7b3-2750ff3a1128
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": "In `axum-core/src/extract/option.rs`, there is an implementation for `Option<T>` where T implements `FromRequest`. How does this affect the rejection type? If the inner extractor fails vs if the header is missing, are the errors handled differently?", "root_count": 1, "posture"...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "7cc3a045a6fc9c34", "repo": "axum", "split": "train", "archetype": "question", "prompt_group": "axum:aebb6c9b4e9d", "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
13afd20c-d4f0-412b-8f2e-b32defaccf78
9c1de173-e6ca-4be8-9abe-91ae1b989b92
52ae4c69-39ff-4d47-9bc3-e8a233ab6cdb
worker
implement
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the timeout configuration API and types used across httpx.", "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": "7e9f3c35435923d9", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:e8593df54934", "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
11
54d2efc5-3174-44a0-9316-ba0a78c8f285
9c1de173-e6ca-4be8-9abe-91ae1b989b92
86c69031-bd61-456d-85a2-e6a4196ecfbc
worker
implement
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report the existing timeout test coverage in httpx tests.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false,...
{ "task_id": "7e9f3c35435923d9", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:e8593df54934", "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
12
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9c1de173-e6ca-4be8-9abe-91ae1b989b92
c1f83687-413f-4287-a4d6-5937bcdf5b3b
worker
implement
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report how timeout defaults and behavior are documented in httpx docs.", "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": "7e9f3c35435923d9", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:e8593df54934", "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
14
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b5557927-f124-4d43-84be-40186236d852
worker
implement
dc3bf9215aac8877
httpx
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": "Add 3 regression tests to tests/test_timeouts.py", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "7e9f3c35435923d9", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:e8593df54934", "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
11
9c4cc02b-ebba-4efa-a061-e7b0cc9d8d32
9c4cc02b-ebba-4efa-a061-e7b0cc9d8d32
655b25fb-abdc-40d1-8196-23b43b32222c
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 noticed `FunctionAuth` isn't being exported properly. Can you check `httpx/__init__.py` and ensure it's added to the `__all__` list?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run a python command to verify if FunctionAuth is in httpx.__all__ and importable", "exact": [ "command", "verify" ], "after": [], "scores": { "scan_list": 0, "wait": 0, "stat": 0, ...
{ "task_id": "dc89de56a40af06d", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:47e23db33e13", "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
9c6c8fc4-3bfc-4f1b-a892-f88d9173689b
9c6c8fc4-3bfc-4f1b-a892-f88d9173689b
20298481-e0c9-41d8-ab9e-d3cfd1b3027a
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": "In `httpx/_status_codes.py`, please add a new constant for `451 Unavailable For Legal Reasons` named `UNAVAILABLE_FOR_LEGAL_REASONS`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit", "git_diff", "git_status" ], "requests": [ { "need": "run git commands like git status and git diff to check for uncommitted changes", "exact": [ "diff" ], "after": [ "git_status", "git_diff", "edit" ]...
{ "task_id": "bc1b73208d382d5d", "repo": "httpx", "split": "train", "archetype": "small_change", "prompt_group": "httpx:a1ed2258f31c", "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
9c82c605-3569-47f6-8a20-920271496db4
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80c3c7fb-db12-46f5-bf32-3d96996ed290
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": "In ``src/flask/helpers.py``, I see ``get_root_path``. It's used by ``Flask.__init__``. What exactly does it return for a standard package structure versus an editable install? I'm seeing some weird behavior with static file loading.", "root_count": 1, "posture": "build", "wor...
{ "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": "fb034d62ec4d87cf", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:aabc11a4ea57", "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
9cb45910-6f84-49d6-a8e9-4e0ae37991e9
9cb45910-6f84-49d6-a8e9-4e0ae37991e9
2ae22e65-efc0-4933-b28f-2cf0e560e5ec
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": "Compara el commit b5addb6 con el anterior para ver los cambios exactos en la decodificación de texto.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git tools to compare commits and see changes in files, specifically git_diff and git_show", "exact": [ "git_diff", "git_show" ], "after": [ "git_log", "git_diff" ...
{ "task_id": "86f2dfb77b360a1c", "repo": "httpx", "split": "train", "archetype": "git_history", "prompt_group": "httpx:346d7a7d0f15", "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
5
9cc6d5c0-5ef3-43d0-9345-4598aadeb3d2
9cc6d5c0-5ef3-43d0-9345-4598aadeb3d2
601eb3fe-6695-43d6-abda-6fbe203d6ad4
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": "Ich habe ein paar Änderungen an den Bash-Completions gemacht, aber die sind noch ziemlich chaotisch. Kannst du das in logische Commits aufteilen?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_branches", "git_status" ], "requests": [ { "need": "git status, git diff, and git commit to inspect and organize uncommitted changes", "exact": [ "diff" ], "after": [ "git_branches" ], "scores": { "mkdir": 0, ...
{ "task_id": "fbcc028aff233693", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:18a87364acea", "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" }