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pw-decide-row/1
15
6fe69043-3958-4539-a3ec-065eb1214e4d
6fe69043-3958-4539-a3ec-065eb1214e4d
69199450-f370-473e-a13e-1d2303efc4dc
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 verify that the ProGuard rules in `gson/src/main/resources/META-INF/proguard/gson.pro` are sufficient for the new reflection access filters. Can you run the shrinking integration test suite and paste the output here?", "root_count": 1, "posture": "build", "workers_i...
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "command tool to run Maven builds and tests in the terminal", "exact": [ "command" ], "after": [ "wait", "command_output" ], "scores": { "delete": 0, ...
{ "task_id": "f8c0a1a9e5966173", "repo": "gson", "split": "train", "archetype": "run_and_verify", "prompt_group": "gson:3f7d913d890f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
6ff05426-d026-4f54-a03b-143a874c9aba
6ff05426-d026-4f54-a03b-143a874c9aba
f472b45d-574c-4e72-9114-aabbbd84aa0d
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm concerned about the `InsecureHandshaker` in `okhttp-testing-support`. If this class is accidentally exported in an AAR, it will allow MITM. Is there any public API in `okhttp-tls` or `okhttp-testing-support` that exposes this, or is it strictly internal/test-only?", "root_cou...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "c19103e9ae86b9e2", "repo": "okhttp", "split": "train", "archetype": "security", "prompt_group": "okhttp:79f4aac95bc9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
6ff05426-d026-4f54-a03b-143a874c9aba
6ff05426-d026-4f54-a03b-143a874c9aba
0df2f5b0-c854-4380-9548-f1a2de70f358
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Also check `okhttp/src/androidHostTest/kotlin/okhttp3/android/AndroidDnsRobolectricTest.kt` to see how it handles DNS over HTTPS security.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "c19103e9ae86b9e2", "repo": "okhttp", "split": "train", "archetype": "security", "prompt_group": "okhttp:79f4aac95bc9", "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
6ffd028b-13d6-426e-82fc-9d7d7b8e8532
6ffd028b-13d6-426e-82fc-9d7d7b8e8532
f7bc2f99-11d1-438f-b060-8fd902c3c925
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 use the TypedPath feature from `axum_extra::routing` but I keep getting a compile error about `serde::Serialize` not being implemented. I know `axum-macros` has a `typed_path` module. Could you check the latest docs on crates.io for `axum-extra` to see if `TypedPath` ...
{ "tools": [ "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "bebe9346ce125512", "repo": "axum", "split": "train", "archetype": "docs_online", "prompt_group": "axum:ec025496b2ef", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
6ffd028b-13d6-426e-82fc-9d7d7b8e8532
6ffd028b-13d6-426e-82fc-9d7d7b8e8532
d76586c9-5f5c-427f-998f-8960ba843459
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": "Got it. Does the macro also generate a method to convert the TypedPath into a `http::Uri` automatically?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "skills_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": "bebe9346ce125512", "repo": "axum", "split": "train", "archetype": "docs_online", "prompt_group": "axum:ec025496b2ef", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
702d26f4-8512-43df-a017-48082505a62a
702d26f4-8512-43df-a017-48082505a62a
9f5e578b-e6ea-4d09-82f9-8d08b0d2ff2f
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've been playing around with some changes in `extras/src/main/java/com/google/gson/interceptors/InterceptorFactory.java` but it's a mess right now. Can you look at my current uncommitted changes, split them into two logical commits—one for the factory logic and one for the new int...
{ "tools": [ "command", "git_diff", "git_status" ], "requests": [ { "need": "git commands (status, diff, checkout, commit, add) and reading files", "exact": [ "diff" ], "after": [ "git_status", "git_diff" ], "scores": { "command_o...
{ "task_id": "d7c6d239bca1582f", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:784b99df8150", "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
7
702d26f4-8512-43df-a017-48082505a62a
702d26f4-8512-43df-a017-48082505a62a
4b5aed98-dc46-4a5f-9d0a-18a5c84fd57f
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": "Wait, I think I made a mistake in the last commit. Can you amend the last commit to include the missing import for `JsonPostDeserializer`?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", ...
{ "tools": [], "requests": [ { "need": "write, replace_lines, edit to modify files", "exact": [ "edit", "replace_lines", "write" ], "after": [ "replace_lines", "git_commit", "git_show" ], "scores": { "git_merge": 0, ...
{ "task_id": "d7c6d239bca1582f", "repo": "gson", "split": "train", "archetype": "commit", "prompt_group": "gson:784b99df8150", "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
8
702d54d7-c303-476d-9616-53149e2ab777
702d54d7-c303-476d-9616-53149e2ab777
698ae643-8292-47b5-920f-ac6b81d4ac01
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "JSON binding fails silently when the body is a valid JSON array but I'm binding it to a struct pointer. I expected an error, but `c.ShouldBind()` returns nil error and empty struct.\n\nTest case:\n```go\ndata := \"[{\\\"id\\\": 1}]\"\nreq, _ := http.NewRequest(\"POST\", \"/\", byte...
{ "tools": [], "requests": [ { "need": "write files and run commands", "exact": [ "write" ], "after": [ "command" ], "scores": { "git_merge": 0, "chmod": 2, "scan_pack": 0, "git_commit": 1, "copy": 2, "view_image...
{ "task_id": "4b3058c805f2ee86", "repo": "gin", "split": "train", "archetype": "bugfix", "prompt_group": "gin:c18504837f0b", "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
16
7033c059-a4c3-4940-b882-c0c7c35b89f4
7033c059-a4c3-4940-b882-c0c7c35b89f4
dd6fcf31-0696-43ff-b5e4-245b0e4c19c3
coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "README.md에 HTTP QUERY 메서드 지원(RFC 10008)에 대한 내용을 추가해줘. 최근에 feat(router): add QUERY method shortcut 추가된 거 있잖아.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "git_log", "replace_lines" ], "requests": [ { "need": "To search through the git commit history to find the 'feat(router): add QUERY method shortcut' commit and confirm its details.", "exact": [], "after": [ "git_log", "edit" ], "s...
{ "task_id": "d65de0c7c25623f6", "repo": "gin", "split": "train", "archetype": "docs", "prompt_group": "gin:50a4dd921f3f", "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
12
703a3ecd-7066-4320-9e21-3e2cac806a1a
703a3ecd-7066-4320-9e21-3e2cac806a1a
e6227cb0-fffe-4a11-a8b9-b963b770c558
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "axum-core에서 RequestParts extractor 관련 코드를 살펴봐. `request_parts.rs` 파일이 좀 지저분한데 리팩토링이 필요한 부분이 있는지 분석해 줘.", "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": "409094f783cf028d", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:1853a4841ea7", "lang": "ko", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
703a3ecd-7066-4320-9e21-3e2cac806a1a
703a3ecd-7066-4320-9e21-3e2cac806a1a
5e07525e-0229-4349-a035-ed27fc4b077f
coordinator
implement_investigate
dc3bf9215aac8877
axum
gemma-4-26b-a4b-it
true
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "분석 결과 중 첫 번째 제안한 리팩토링을 적용해 줘.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "summarize", "find" ], "loaded": [ "find", "summarize" ] }
{ "tools": [], "requests": [ { "need": "I need to rewrite code in a file using a macro to reduce boilerplate. I need the 'code_rewrite' tool.", "exact": [ "code_rewrite" ], "after": [ "write" ], "scores": { "command": 1, "chown": 0, "se...
{ "task_id": "409094f783cf028d", "repo": "axum", "split": "train", "archetype": "run_and_verify", "prompt_group": "axum:1853a4841ea7", "lang": "ko", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
704ac55d-ce3c-4aae-8947-6adc013be658
704ac55d-ce3c-4aae-8947-6adc013be658
b2e23c7e-f60b-4471-a436-7e8142d17584
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": "revert the last commit because it introduced a regression in the shell terminal output.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit", "git_commit", "git_diff", "git_log", "git_restore", "git_show" ], "requests": [ { "need": "Git operations: view commit history, show diff of last commit, revert last commit", "exact": [ "diff" ], "after": [ "git_show", ...
{ "task_id": "5f5f5e051afdb0fb", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:9dcadceb4327", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
10
70628b0a-19ef-4121-a17f-afe9919fe722
70628b0a-19ef-4121-a17f-afe9919fe722
046a52f0-2488-455b-8c18-8e0169b05efa
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": "Create a new branch called `feature/blueprints-extension` and move my current changes over to it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_checkout", "git_status" ], "requests": [ { "need": "Create a new git branch and switch to it. I need to check git status and create branch feature/blueprints-extension", "exact": [], "after": [ "git_checkout" ], "scores": { ...
{ "task_id": "9c4a034195883181", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:62b0cff8892e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
708b953c-22ef-40cf-8cf1-bf76accabadd
708b953c-22ef-40cf-8cf1-bf76accabadd
fc30c11a-692e-4203-8a95-0a64936fa78a
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The CI is failing on the native image tests. Here is the error:\n\n```text\nError: No instances of okhttp3.internal.http2.StreamResetException are allowed in the image heap\n``` \n\nThis is a regression. Can you look at `okhttp/src/commonJvmAndroid/kotlin/okhttp3/internal/http2/Str...
{ "tools": [], "requests": [ { "need": "I need to edit a file, specifically to add a new entry to a JSON array in `okhttp/src/jvmMain/resources/META-INF/native-image/okhttp/okhttp/reflect-config.json`.", "exact": [ "edit" ], "after": [ "jq_edit", "verify" ],...
{ "task_id": "4b499eac4a436d27", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:11da0d77dba9", "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
70ac4e3d-c966-4f8e-a283-ba433e890717
70ac4e3d-c966-4f8e-a283-ba433e890717
c5ec6baa-af26-4c1e-97e7-adb8dd4957ca
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a weird error when trying to use the CLI in my test app. Can you look at tests/test_apps/cliapp/app.py and add a `timeout` parameter to the `run` 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": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "5e73ec94b4175831", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:cffebcb32bd7", "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
70ac4e3d-c966-4f8e-a283-ba433e890717
70ac4e3d-c966-4f8e-a283-ba433e890717
6c46a321-f96f-49de-9dc8-e6b56ef77aa0
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": "also update the factory.py to support this new parameter", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "list_dir", "read", "summarize" ], "loaded": [ "grep", "list_d...
{ "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": "5e73ec94b4175831", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:cffebcb32bd7", "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
70b233e1-c530-4660-858a-5705688c5c51
70b233e1-c530-4660-858a-5705688c5c51
f7e1d118-1edd-45fb-85e9-0f0a7906f7ea
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is the test for `Flask.register_blueprint` located? I'm fixing a bug related to static folders in blueprints.", "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": "b9b7b159fb09ac5c", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:3155527d6d46", "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
70d48451-991a-4d56-8ad3-893366a41480
70d48451-991a-4d56-8ad3-893366a41480
7b87f37d-25ac-4008-b98b-673500e3cd80
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Check if there are any hung Java processes running on this machine that might be holding onto port 8080. If so, show me the PIDs.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "process_list" ], "requests": [ { "need": "Run shell commands to check for Java processes and port 8080 listeners", "exact": [], "after": [ "process_list" ], "scores": { "terminal_close": 1, "replace_lines": 0, "git_...
{ "task_id": "4fc3296bfdeeb986", "repo": "gson", "split": "train", "archetype": "ops", "prompt_group": "gson:b782cf032c90", "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
70d4e3ed-b711-4810-8445-7efcacf791fa
70d4e3ed-b711-4810-8445-7efcacf791fa
36c5b468-abd7-4925-be4a-424a206bfe92
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 trying to debug an issue with file type filtering. Can you run just the test for filetypes?\n\n```\ncargo test test_filetypes\n```", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "the command tool to run cargo test test_filetypes", "exact": [ "command" ], "after": [], "scores": { "git_status": 0, "pack_board": 0, "git_blame": 0, "measure_page": 0, "git_st...
{ "task_id": "f7f35f1c47a12b63", "repo": "fd", "split": "train", "archetype": "run_and_verify", "prompt_group": "fd:bd2ddeb849d7", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
70eaf6f5-2e51-47b1-80c9-d179ebdb27a8
70eaf6f5-2e51-47b1-80c9-d179ebdb27a8
2281c4de-bdf9-4c53-bab5-88a9ec2471ae
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": "Salut, je suis en train de mettre à jour `fd` vers la dernière version et je vois que le projet utilise `regex` et `aho-corasick`. Est-ce qu'il y a des CVE récentes ou publiées dans les derniers mois pour l'une de ces deux dépendances Rust ? Je veux m'assurer qu'on n'est pas vulnér...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search and fetch_url to search for CVEs on regex and aho-corasick Rust crates", "exact": [ "fetch_url", "web_search" ], "after": [ "fetch_url" ], "scores": { "chmo...
{ "task_id": "207939dd16e776c6", "repo": "fd", "split": "train", "archetype": "web", "prompt_group": "fd:c17721524fb9", "lang": "fr", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
21
70eaf6f5-2e51-47b1-80c9-d179ebdb27a8
70eaf6f5-2e51-47b1-80c9-d179ebdb27a8
c43095d0-7a22-47bf-acfe-655d44118838
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": "Okay, si ce sont des vulnérabilités critiques, est-ce que les mainteneurs de ces crates ont déjà publié un patch stable dans les versions actuelles ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "207939dd16e776c6", "repo": "fd", "split": "train", "archetype": "web", "prompt_group": "fd:c17721524fb9", "lang": "fr", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
67b2b137-959c-4167-a2cc-15a8633a3f25
70ec6d93-6b88-487c-8c18-06fe5fe3c35b
bf05126e-1467-4653-a964-1415f9edda96
worker
implement
dc3bf9215aac8877
thor
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 line editor files to prepare for refactoring.", "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": "a6169aa018e6c2cc", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:8212ca507fa2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
fff2b60a-d266-47a8-a209-11bed540cca9
70ec6d93-6b88-487c-8c18-06fe5fe3c35b
3f5289d6-ccc1-4667-9354-99de880a7b2e
worker
implement
dc3bf9215aac8877
thor
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": "Implement the `select_editor` refactoring to centralize editor selection logic.", "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": true, ...
{ "task_id": "a6169aa018e6c2cc", "repo": "thor", "split": "train", "archetype": "refactor", "prompt_group": "thor:8212ca507fa2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_requ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
70f04971-3933-428e-b934-ce5d45831cf8
70f04971-3933-428e-b934-ce5d45831cf8
4c5584a2-709d-4ab6-a8b8-32340a95fb30
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm debugging a weird issue where the timeout isn't being respected on redirects.\n\nCan you find where the timeout config is applied in `httpx/_transports/default.py` and `httpx/_client.py`? Also check if `httpx/_config.py` has any logic that merges default timeouts with per-reque...
{ "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": "321b2b4e95ff0268", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:9a1947fa85e4", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
70f04971-3933-428e-b934-ce5d45831cf8
70f04971-3933-428e-b934-ce5d45831cf8
4f149998-5fd0-4609-92ab-db4036ee081d
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "What does the test suite say about this? Run `python -m pytest tests/test_timeouts.py -v`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "read" ] }
{ "tools": [ "command" ], "requests": [ { "need": "command tool to run pytest", "exact": [ "command" ], "after": [], "scores": { "page_snapshot": 0, "wc": 0, "source_history": 0, "git_ref": 0, "extend_worker_budget": 0, ...
{ "task_id": "321b2b4e95ff0268", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:9a1947fa85e4", "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
70f04971-3933-428e-b934-ce5d45831cf8
70f04971-3933-428e-b934-ce5d45831cf8
8c91fbee-5f87-4c26-b361-fee75790d258
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": "Actually, also check git blame on `httpx/_client.py` around those timeout assignments to see when that logic was introduced.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "command", ...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-r...
{ "task_id": "321b2b4e95ff0268", "repo": "httpx", "split": "train", "archetype": "locate", "prompt_group": "httpx:9a1947fa85e4", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
7104693d-53f6-4c0b-be32-211d5fadedf7
7104693d-53f6-4c0b-be32-211d5fadedf7
0e09cbb0-f941-492a-b1f6-1fd0e2ba07de
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In lib/response.js, the `res.send()` method has some messy handling for `Transfer-Encoding` vs `Content-Length`. Specifically, look at commit 9a34acf which fixes ETag generation when `Transfer-Encoding` is present.\n\nI need to refactor the logic in `res.send` and `res.sendFile` to...
{ "tools": [], "requests": [ { "need": "run shell commands and terminal sessions", "exact": [], "after": [ "terminal_open", "terminal_read", "write" ], "scores": { "git_show": 0, "render_view": 0, "secret_generate": 1, "termin...
{ "task_id": "5899842eb8d887c3", "repo": "express", "split": "train", "archetype": "refactor", "prompt_group": "express:5e9a5235d2c4", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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ce1186c2-63f7-4d02-b439-41d97960cc7b
coordinator
implement_investigate
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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": "Explain the logic in `src/sanitize.rs`. What exactly are we trying to sanitize and why?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-recall-tool": f...
{ "task_id": "6fa297988fdf0d63", "repo": "fd", "split": "train", "archetype": "explain_code", "prompt_group": "fd:4cf15510461e", "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
712f83ed-55a2-43bf-a1ea-d835e6354d4f
712f83ed-55a2-43bf-a1ea-d835e6354d4f
d0fccb8f-932d-4419-b2b4-9f4119ae9cb4
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 wait for the docgen to finish building all the MD files before I run the site deployment. Write a small helper that polls the doc/ directory and returns once the expected number of .md files are present.", "root_count": 1, "posture": "build", "workers_in_flight": 0,...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "27da7303fc7e5396", "repo": "cobra", "split": "train", "archetype": "ops", "prompt_group": "cobra:aafc4cb677bc", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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712f83ed-55a2-43bf-a1ea-d835e6354d4f
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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": "Add a timeout to that helper so it doesn't loop forever if the build fails.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "ask_user", "grep", "list_dir", "read", "summarize" ], ...
{ "tools": [ "command", "write" ], "requests": [ { "need": "write the docgen_wait.go file to disk", "exact": [ "write" ], "after": [ "command" ], "scores": { "terminal_open": 0, "measure_page": 0, "stat": 2, "view_imag...
{ "task_id": "27da7303fc7e5396", "repo": "cobra", "split": "train", "archetype": "ops", "prompt_group": "cobra:aafc4cb677bc", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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71304c3d-ec8d-44de-92c9-f0d1e3a7c44b
71304c3d-ec8d-44de-92c9-f0d1e3a7c44b
e3972b4a-63f3-4e60-8381-f516a7c18619
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 need to know which files are responsible for parsing the `--size` argument. Is it all in `src/filter/size.rs` or is there clap logic in `src/cli.rs` that defines the argument before passing it through?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surfac...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "a5d0244904664e40", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:602c901bc10a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
715cbc66-b523-49c1-8cb0-f50c6cd7a5c4
715cbc66-b523-49c1-8cb0-f50c6cd7a5c4
814b1df5-5158-4f8e-b873-a20754ba9810
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": "Je n'arrive pas à comprendre comment `httpx/_auth.py` gère l'authentification de base. Peux-tu ajouter un petit commentaire explicatif dans le fichier sur la méthode principale ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigat...
{ "tools": [ "edit" ], "requests": [ { "need": "Edit an exact span in a code file to add explanatory comments about HTTP Basic authentication in httpx/_auth.py", "exact": [ "edit" ], "after": [], "scores": { "code_rewrite": 2, "chown": 0, "term...
{ "task_id": "d81d2bc4b48f8540", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:7af6d4861c14", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
715cbc66-b523-49c1-8cb0-f50c6cd7a5c4
715cbc66-b523-49c1-8cb0-f50c6cd7a5c4
e72c89a6-739a-4194-96db-d267daa90f68
coordinator
implement_investigate
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Ok, merci. Maintenant, split mes modifications actuelles en deux commits séparés : un pour le commentaire et un pour la correction de typo que j'ai faite dans `README.md`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "...
{ "tools": [ "command", "git_commit", "git_diff", "git_status" ], "requests": [ { "need": "Execute shell commands (git status, git add, git commit) to split changes into two separate commits", "exact": [], "after": [ "git_status", "git_diff", "git_comm...
{ "task_id": "d81d2bc4b48f8540", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:7af6d4861c14", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
71d95c1a-5ff3-4682-a27c-4eaa9353143c
71d95c1a-5ff3-4682-a27c-4eaa9353143c
a8d1898e-b208-465d-a262-476e6a376921
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": "Estoy teniendo problemas con el tipado. ¿Qué hace exactamente el tipo `Any` en `src/flask/typing.py` o cómo se integra con el resto de la app?", "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": "a50a2ee84bd09a37", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:76efa629a17b", "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
6
71d95c1a-5ff3-4682-a27c-4eaa9353143c
71d95c1a-5ff3-4682-a27c-4eaa9353143c
6fd606d5-c34c-476f-90ca-ec29cf9f4bf3
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": "¿Hay algún ejemplo en los tests de cómo usar correctamente esos tipos para evitar errores de linting?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "summarize" ], "loade...
{ "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": "a50a2ee84bd09a37", "repo": "flask", "split": "train", "archetype": "explain_code", "prompt_group": "flask:76efa629a17b", "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
9
7212fdb9-a687-461c-bec0-c944a2762b55
7212fdb9-a687-461c-bec0-c944a2762b55
347f995a-0a7b-48e5-92bf-56da8c3c10a5
coordinator
implement_investigate
dc3bf9215aac8877
slim
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": "查阅一下 Slim 4 的迁移指南。我从 Slim 3 升级过来,发现 `Slim\\Route` 的 `setName()` 方法和路由闭包的使用方式好像变了。官方文档里关于 `RouteGroup` 和中间件顺序变更的具体说明在哪里?有没有详细的 Breaking Changes 列表?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "web_search" ], "requests": [ { "need": "web search to find Slim 4 migration guide and documentation", "exact": [], "after": [ "web_search" ], "scores": { "command": 0, "view_image": 0, "chown": 0, "write": 0, "meas...
{ "task_id": "586e0c1d84b5af31", "repo": "slim", "split": "train", "archetype": "docs_online", "prompt_group": "slim:7aa641aacbd5", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
7212fdb9-a687-461c-bec0-c944a2762b55
7212fdb9-a687-461c-bec0-c944a2762b55
a47aa2c2-5348-4c82-a9f1-49d56f167ecc
coordinator
implement_investigate
dc3bf9215aac8877
slim
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": "中间件堆栈(Middleware Stack)在 Slim 4 里是怎么处理的?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "request_tools" ], "loaded": [ "find", "web_search" ] }
{ "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": "586e0c1d84b5af31", "repo": "slim", "split": "train", "archetype": "docs_online", "prompt_group": "slim:7aa641aacbd5", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
7212fdb9-a687-461c-bec0-c944a2762b55
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coordinator
implement_investigate
dc3bf9215aac8877
slim
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": "路由解析器(RouteResolver)的行为在 4.x 版本有什么改进?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "web_search", "request_tools" ], "loaded": [ "find", "web_search" ] }
{ "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": "586e0c1d84b5af31", "repo": "slim", "split": "train", "archetype": "docs_online", "prompt_group": "slim:7aa641aacbd5", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
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72713a72-26e5-4649-9e66-36c6993fa01e
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coordinator
implement_investigate
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you give me a quick overview of how `JsonReader.getCharacterOffset` is being used now that it was added in #3102? I'm debugging a serialization issue and need to track the stream position.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implem...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "28f90c67ab16d536", "repo": "gson", "split": "train", "archetype": "run_and_verify", "prompt_group": "gson:ccc040b7240e", "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
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coordinator
implement_investigate
dc3bf9215aac8877
gin
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "find where the QUERY method support was added", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame", "git_log" ], "requests": [ { "need": "git_blame to see line history and git_log to see commit history", "exact": [ "git_blame", "git_log" ], "after": [ "git_blame" ], "scores": { "verify": 0, "restore...
{ "task_id": "d7291bcd883d9e51", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:59725cd20bf8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Which commit introduced this?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_blame", "git_log", "request_tools", "grep", "list_dir" ], "loaded": [ "git_blame", "git_...
{ "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": "d7291bcd883d9e51", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:59725cd20bf8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you check git blame on src/flask/app.py to see who last modified the Flask class definition?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame to check authorship of lines in a file", "exact": [], "after": [], "scores": { "fetch_url": 0, "git_log": 1, "git_ref": 0, "terminal_open": 0, "git_restore": 0, "scan_summ...
{ "task_id": "d2f666aca44ca511", "repo": "flask", "split": "train", "archetype": "git_history", "prompt_group": "flask:51c530543a4f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "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 processes currently running on port 5000 so I can run the dev server without a bind error.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "Run a shell command to check what process (if any) is listening on port 5000", "exact": [ "command" ], "after": [], "scores": { "process_list": 2, "secret_list": 0, "edit": 0, "source_h...
{ "task_id": "c37607010a44c27d", "repo": "flask", "split": "train", "archetype": "ops", "prompt_group": "flask:c105d11dfa2b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
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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": "Hola, estoy intentando entender la arquitectura de OkHttp. ¿Cómo funciona exactamente la reutilización de conexiones y cuándo decide el cliente cerrar un socket? Me interesa saber si es puramente por tiempos de espera o si hay alguna heurística de detección de inactividad.", "roo...
{ "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": true...
{ "task_id": "4f05c1f565d2d5c3", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:d74edc7873c2", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
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{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "¿Hay algún parámetro en OkHttp.Builder para controlar el tamaño del pool de conexiones?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "find", "list_dir", "recall" ...
{ "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": "4f05c1f565d2d5c3", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:d74edc7873c2", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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implement
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Search for the test files JsonArrayAsListSuiteTest and JsonObjectAsMapTest.", "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": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
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gson
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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": "Run the identified tests using Maven and verify their results.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, "...
{ "task_id": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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implement_dispatch
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gson
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false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "Show me the diff for the `JsonArray` changes.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "reject_overlay", "preview_overlay", "wait", "task", "grep" ], "l...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": true, "survey-first-pass": false }, "skill_scores": { "write-workflow": 0, "plan-infrastructure-changes": 0, ...
{ "task_id": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
gson
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other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Find the source file for JsonArray.java.", "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": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
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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": "Run `git diff gson/src/main/java/com/google/gson/JsonArray.java` to see if there are any uncommitted changes to the JsonArray source file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [ "git_diff" ], "requests": [ { "need": "git_diff tool to check for uncommitted changes in gson/src/main/java/com/google/gson/JsonArray.java", "exact": [ "git_diff" ], "after": [], "scores": { "scan_pack": 0, "measure_page": 0, "scan...
{ "task_id": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_dispatch
dc3bf9215aac8877
gson
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "answer_decision", "ask_user", "extend_worker_budget", "promote_overlay", "recall", "reject_overlay", "submit_verdict", "surface_note", "task", "update_progress", "wait", "worker_cancel" ], "loadable": [], "guides": [ "survey-first-pass", "nat...
{ "host": "coordinator", "user": "Are there any other tests in `functional/` that rely on the old iterator behavior?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_dispatch", "recent_tools": [ "update_progress", "wait", "task", "recall", "reject_ov...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "delegate", "guides": { "claim-evidence": false, "native-recall-tool": false, "survey-first-pass": false }, "skill_scores": { "analyze-local-data-files": 0, "write-policy-rule": 0, ...
{ "task_id": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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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 the `functional/` directory 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": true,...
{ "task_id": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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worker
implement
dc3bf9215aac8877
gson
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false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Search for tests in the functional/ directories that might involve JsonArray or iterator behavior.", "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": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
d0096651-d35d-4926-8959-0c07774c3fc4
73893b16-1c9e-4128-9f97-dad65ec08e29
693ed428-deca-42e5-b916-48e38e887fe5
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": "Run the identified functional tests in `gson/src/test/java/com/google/gson/functional/` that use iterators to check for any regression or reliance on old behavior.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, "n...
{ "task_id": "accf3df08a5dd295", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:8a707268ab50", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_re...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
73c49ab2-5e1d-4327-bd90-6205294edab2
73c49ab2-5e1d-4327-bd90-6205294edab2
59105679-0fd1-4712-80f5-a10bd8c0c451
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "can you generate a 64-character hex string for my local SESSION_SECRET? i need it for the cookie-sessions example.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-list-dir-tool": true, "native-read-tool": false, "native-rec...
{ "task_id": "29aba9b7c4b4df56", "repo": "express", "split": "train", "archetype": "ops", "prompt_group": "express:31005ff1a2e6", "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
74065e51-b218-4441-8d33-573a276a463e
74065e51-b218-4441-8d33-573a276a463e
4ea3b00f-ee3e-4e6d-b331-d189e64118e5
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In src/requests/adapters.py, I want to add support for a new timeout configuration option called `socket_options` that passes through to urllib3. Can you add the parameter to the `Adapter` class `send` method signature, update the internal docstring, and pass it to the underlying `...
{ "tools": [], "requests": [ { "need": "edit tool to modify files in src/requests/_types.py and src/requests/adapters.py", "exact": [ "edit" ], "after": [], "scores": { "restore_version": 0, "capture_page": 0, "wait": 0, "terminal_close": 0, ...
{ "task_id": "944f40aa8f6d20d0", "repo": "requests", "split": "train", "archetype": "small_change", "prompt_group": "requests:ea95a6864069", "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
7
74214e00-240f-44c1-a577-e23b7c426d04
74214e00-240f-44c1-a577-e23b7c426d04
97ce1d9d-4140-4037-a041-7a0e4113a02c
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "What are the main differences between the current version of Gson and the commit 8fe0778?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "Run git commands to search for commit 8fe0778 in the repository history and show differences between that commit and HEAD.", "exact": [], "after": [ "git_log", "git_show", ...
{ "task_id": "5fb36997fb916093", "repo": "gson", "split": "train", "archetype": "git_history", "prompt_group": "gson:e006b834f10f", "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
742c469b-9e81-48e6-b6a3-afb2c7f052f3
742c469b-9e81-48e6-b6a3-afb2c7f052f3
e8c8ecbc-9c96-4aef-a939-d2fa2158d1f6
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In `render/json.go`, rename the internal `marshalConfig` variable to `jsonConfig` and update all references in that file.", "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": "78ced9381d8ec7c2", "repo": "gin", "split": "train", "archetype": "small_change", "prompt_group": "gin:9fe235dea494", "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
743e66da-b194-47af-9729-2eaac6ff2502
743e66da-b194-47af-9729-2eaac6ff2502
36359de1-6327-464a-8059-2f59daab615a
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 need to know the exact dependency tree for `Slim/Factory/Psr17/NyholmPsr17Factory.php`. Who calls it? Who uses it? List every file in the `Slim/Factory` directory that references `NyholmPsr17Factory`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "ec42680433b23cb3", "repo": "slim", "split": "train", "archetype": "data_files", "prompt_group": "slim:0e1fa61b0771", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
743e66da-b194-47af-9729-2eaac6ff2502
743e66da-b194-47af-9729-2eaac6ff2502
e7893874-a737-49a6-bae9-871ca6fcb33b
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": "Now do the same for `SlimHttpPsr17Factory`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "list_dir", "find" ], "loaded": [ "find", "grep", "list_dir" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "ec42680433b23cb3", "repo": "slim", "split": "train", "archetype": "data_files", "prompt_group": "slim:0e1fa61b0771", "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
7451e878-ef7a-4fed-860b-0bc4b1e36a83
7451e878-ef7a-4fed-860b-0bc4b1e36a83
439304f9-904e-4df7-a354-1d491121faa2
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 the pre-commit hooks to format and lint the codebase. If there are any linting errors that aren't just style issues (like type errors), fix those too. Then verify the build succeeds.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_in...
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands to execute pre-commit hooks and build verification", "exact": [], "after": [], "scores": { "worker_cancel": 0, "mkdir": 0, "wc": 0, "wait": 2, "terminal_read": 1, "...
{ "task_id": "d1bb8d45bdc6c805", "repo": "requests", "split": "train", "archetype": "chores", "prompt_group": "requests:d703d7ba45b3", "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
7454e5b0-8984-4dfe-892f-d34a1291eab2
7454e5b0-8984-4dfe-892f-d34a1291eab2
77e6c229-a4fb-44b9-9295-a2d0ce3ef34d
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": "Hey, I'm looking at `httpx._status_codes` and I see we have a mapping for `418`. Is this officially part of the HTTPx status code registry now? I'm trying to determine if we should be supporting this in our custom exception handling code or if it's just a legacy artifact. Check the...
{ "tools": [ "fetch_url", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "research-current-information" ], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": true, "native-list-di...
{ "task_id": "e2d7c8d66cca3a82", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:05719a42d372", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
7454e5b0-8984-4dfe-892f-d34a1291eab2
7454e5b0-8984-4dfe-892f-d34a1291eab2
3b00bbf3-1071-4fe1-b34f-9621421c8f2b
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": "Got it. So should I update `test_status_codes.py` to expect a warning for 418?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "grep", "web_search", "skills...
{ "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": "e2d7c8d66cca3a82", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:05719a42d372", "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
7454e5b0-8984-4dfe-892f-d34a1291eab2
7454e5b0-8984-4dfe-892f-d34a1291eab2
e6d7a92c-9089-4a9b-bfc7-c89f1222f475
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": "Wait, does the W3C still maintain that? Just want to be sure before I change the test expectations.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "read", "grep", "web...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "fetch_url and web_search to verify the current IANA HTTP status code registry for 418", "exact": [ "fetch_url", "verify", "web_search" ], "after": [ "web_search", "fetch_u...
{ "task_id": "e2d7c8d66cca3a82", "repo": "httpx", "split": "train", "archetype": "docs_online", "prompt_group": "httpx:05719a42d372", "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
7455974e-275b-4aa0-8dc3-75e0015a7a1a
7455974e-275b-4aa0-8dc3-75e0015a7a1a
b966dcff-d8c3-47e2-9b6c-b1e7d033159b
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": "Find all usages of `Psr17FactoryProvider`. I want to see how the PSR-17 factories are resolved by default. Which file instantiates or references it first?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "2b61e12d138d5d0f", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:ccd7290ff583", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
7456f811-7656-4877-951a-e2202b0e24c2
7456f811-7656-4877-951a-e2202b0e24c2
94658408-4725-42a0-bcdf-d8a3a924b454
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Mi serve far partire l'applicazione hello-world per un debug manuale. Avvia l'server in background sulla porta 3000 e aspetta che sia pronto. Quando è attivo, fammi un fischio.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate"...
{ "tools": [ "command", "command_output", "http_request", "wait" ], "requests": [ { "need": "Run a shell command to start node in the background and check if port 3000 is listening.", "exact": [ "command" ], "after": [ "command_output", "wait", ...
{ "task_id": "77c8c80d7ed077dd", "repo": "express", "split": "train", "archetype": "run_and_verify", "prompt_group": "express:b678d0daf128", "lang": "it", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
17
74ae52ab-f208-4a72-ab5b-41e387d24433
74ae52ab-f208-4a72-ab5b-41e387d24433
889228de-74b8-463a-ae52-1a2b7af1fc82
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Scan the `examples/` directory for any hardcoded secrets, API keys, or database credentials. I see `examples/session/redis.js` and `examples/content-negotiation/db.js` might have connection strings. If you find any, replace them with environment variable lookups or `.env` examples....
{ "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": "03de05d6e1c17e89", "repo": "express", "split": "train", "archetype": "security", "prompt_group": "express:76cfb468b6af", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
74ba97f9-ea03-4b6c-8d59-786e343a01c4
74ba97f9-ea03-4b6c-8d59-786e343a01c4
5f894504-2655-4d92-913b-d685f4f5e008
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": "compare src/requests/api.py between the current state and commit 6f205ff to see what changed in the file detection logic", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show" ], "requests": [ { "need": "git_diff to compare files between commits", "exact": [ "git_diff" ], "after": [ "git_log" ], "scores": { "git_branches": 0, "page_act": 0, ...
{ "task_id": "212afa1e5a9acd1e", "repo": "requests", "split": "train", "archetype": "git_history", "prompt_group": "requests:64c676a315ce", "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
74d50db1-e03d-4dbd-835b-6230ae4b6386
74d50db1-e03d-4dbd-835b-6230ae4b6386
437bdf6b-9934-4e27-99e5-978a469f4c18
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": "Est-ce que tu peux me générer une clé secrète de 32 caractères pour tester l'encodage des cookies en local ?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "secret_generate" ], "requests": [ { "need": "a tool to generate a random secret string", "exact": [], "after": [ "secret_generate" ], "scores": { "move": 0, "secret_generate": 4, "git_stash_list": 0, "write": 0, "w...
{ "task_id": "cb7631de82174d5a", "repo": "httpx", "split": "train", "archetype": "ops", "prompt_group": "httpx:b2e62913a22f", "lang": "fr", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
74f9f839-5feb-402f-9ed0-b210dd3e45fc
74f9f839-5feb-402f-9ed0-b210dd3e45fc
2023b936-9fc7-44ae-b7a6-b7f370188722
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": "Check git blame on okhttp/src/commonJvmAndroid/kotlin/okhttp3/internal/connection/RealConnection.kt around line 50.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_blame" ], "requests": [ { "need": "git blame for a specific file and line range", "exact": [], "after": [ "git_blame" ], "scores": { "capture_page": 0, "chmod": 0, "code_rewrite": 0, "copy": 0, "task": 0, ...
{ "task_id": "3673c8808c0492a0", "repo": "okhttp", "split": "train", "archetype": "git_history", "prompt_group": "okhttp:6ede08695867", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
75127980-e6a8-49a2-884c-24ca30e12515
75127980-e6a8-49a2-884c-24ca30e12515
01a93139-6cbc-4d7e-bfe0-caf9483da620
coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "请帮我把 `lib/thor/actions/create_file.rb` 中的 `invoke` 方法重构一下。现在的代码太长了,可读性很差。提取出验证模板存在的逻辑到私有方法 `validate_template` 中,并添加必要的注释。保持现有的测试用例通过。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit" ], "requests": [ { "need": "run shell commands like rspec or rake to execute tests", "exact": [], "after": [ "edit" ], "scores": { "git_stash_list": 0, "task": 1, "move": 0, "page_act": 0, "ter...
{ "task_id": "abc2102650e58a7a", "repo": "thor", "split": "train", "archetype": "bugfix", "prompt_group": "thor:eaa4556f686b", "lang": "zh", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
4
751a7d8f-42cc-4f5a-bb72-808eac7eeee7
751a7d8f-42cc-4f5a-bb72-808eac7eeee7
88e01cac-2cb3-436a-b6bd-cc3ab46dcbc5
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "How does `res.send` handle the `Content-Length` header when `Transfer-Encoding` is present? I saw a recent fix for this in the commit history.", "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": "7b2e3a7fb6175fd9", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:9720b358c5d8", "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
751a7d8f-42cc-4f5a-bb72-808eac7eeee7
751a7d8f-42cc-4f5a-bb72-808eac7eeee7
36d84329-5723-416c-abb1-a4965d8a5ae6
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you show me the logic in `lib/response.js` that implements this?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "list_dir" ], "loaded": [ "grep", "list_dir", ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "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": "7b2e3a7fb6175fd9", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:9720b358c5d8", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
751a7d8f-42cc-4f5a-bb72-808eac7eeee7
751a7d8f-42cc-4f5a-bb72-808eac7eeee7
d9b4f97c-58bc-4697-b9f6-3010516eedf3
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does this affect how ETags are generated?", "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": "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": "7b2e3a7fb6175fd9", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:9720b358c5d8", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
7535410b-0774-4821-9041-133d2dacf221
7535410b-0774-4821-9041-133d2dacf221
f473061e-3792-452b-ab57-ef69cb88acba
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": "Add a docstring to the `Flask` class in `src/flask/app.py` explaining that it is the central object for the application, and then commit this change to a new branch called `docs/app-class-docstring` with a descriptive message.", "root_count": 1, "posture": "build", "workers_i...
{ "tools": [ "command", "delete", "git_branches", "git_checkout", "git_stash", "git_stash_list", "git_status" ], "requests": [ { "need": "git commands: git_branches, git_status, git_checkout, git_commit", "exact": [ "git_branches", "git_checkout", ...
{ "task_id": "e09bccb403cbada7", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:737307f8a50f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
754406b6-5a88-4c7e-bcf8-394b498844fc
754406b6-5a88-4c7e-bcf8-394b498844fc
9522576f-5717-40ce-a98d-c49504c195d0
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add .env to .gitignore if it's not already there. I accidentally committed a local env file.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run shell commands like git", "exact": [], "after": [ "git_status", "git_diff", "git_log", "git_show" ], "scores": { "source_history": 0, "page_act": 0, "git_diff": 1, "move": 0,...
{ "task_id": "fcb7c6cabc0fb395", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:f05f61106d91", "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
8
75471d69-0ba9-4406-ba1b-20cea14fec6a
75471d69-0ba9-4406-ba1b-20cea14fec6a
a7306800-9993-47c5-a1c3-9b701f2c9a6c
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 setting up my Slim 4 application. The README mentions that 'ServerRequest and Response object decorators are automatically detected and applied by the internal factories' if Slim-Http is installed. How exactly does this auto-detection work, and can I rely on it in a production ...
{ "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": "6168790980d6917d", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:6d34eced4b25", "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
754e9e66-b0b6-4f4d-9605-a1a988219f9e
754e9e66-b0b6-4f4d-9605-a1a988219f9e
a48f883d-4df4-46ea-ac91-4aa66f602c6d
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": "Run the `MockWebServerRuleTest` in `mockwebserver-junit4`. I'm seeing a flake where the server doesn't restart properly between nested tests. Can you look at the `StartStopExtension.kt` implementation and see if there's a race condition?", "root_count": 1, "posture": "build", ...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "c8338729b197f938", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:b4a3ff5b7a52", "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
754e9e66-b0b6-4f4d-9605-a1a988219f9e
754e9e66-b0b6-4f4d-9605-a1a988219f9e
8e5e7878-7b9f-4f57-a353-a6483907bfa5
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 issue seems to be related to how we handle the dispatcher queue. Can you check `QueueDispatcher.kt` if we're draining it correctly after each test?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "c8338729b197f938", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:b4a3ff5b7a52", "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
754e9e66-b0b6-4f4d-9605-a1a988219f9e
754e9e66-b0b6-4f4d-9605-a1a988219f9e
fdd34d26-0549-4f55-a3f0-61017adb71de
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": "Thanks, that didn't fix it. Let's try adding a timeout to the `Socket` creation in `DelegatingServerSocketFactory.kt` to see if it's hanging forever.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "...
{ "tools": [ "diff", "edit", "write" ], "requests": [ { "need": "write file to make edits", "exact": [ "write" ], "after": [ "diff" ], "scores": { "source_history": 1, "git_show": 0, "render_view": 0, "page_open": ...
{ "task_id": "c8338729b197f938", "repo": "okhttp", "split": "train", "archetype": "run_and_verify", "prompt_group": "okhttp:b4a3ff5b7a52", "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
7562571b-8b27-4d0d-a81a-0bd29d35a721
7562571b-8b27-4d0d-a81a-0bd29d35a721
3b24d577-a5dd-4c79-bb8e-dedc99280e51
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": "We have too many duplicated configuration files in the various `okhttp-*` modules (like `build.gradle.kts`). Many of them have identical dependency blocks for Okio and JUnit. Can you analyze the root `build-logic` and the main `okhttp/build.gradle.kts` to see if we can centralize t...
{ "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": "9d55ea7cb72757ec", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:ccfe0796ab33", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
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coordinator
implement_investigate
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to understand how `Thor::Base` handles inheritance. Show me where the `register` method is defined and what it does with the command.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fals...
{ "task_id": "764a497edcf7d33c", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:184aaaf6c977", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
75c78d61-486a-4d5c-b03d-6a6e673c9c1b
75c78d61-486a-4d5c-b03d-6a6e673c9c1b
e52aad7a-5f5c-4ebb-975e-d1b2a834131f
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": "Delete the `examples/get/server.js` file as it's no longer used in the project.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete" ], "requests": [ { "need": "delete a file", "exact": [ "delete" ], "after": [], "scores": { "terminal_close": 0, "verify": 1, "jq": 0, "web_search": 0, "http_request": 0, "git_compare": 0, "...
{ "task_id": "9df72e6c8ecca817", "repo": "axios", "split": "train", "archetype": "small_change", "prompt_group": "axios:0372407ba512", "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
75d55172-2c5d-4c5b-b09f-dd4c5d46616e
75d55172-2c5d-4c5b-b09f-dd4c5d46616e
8d50cef5-2b27-43ea-bf9e-eae4149611d3
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": "Start the dev server for the docs locally so I can preview the changes I made to `mkdocs.yml`. I want to see how the new SSL_CERT_FILE section looks.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "terminal_open", "terminal_read" ], "requests": [ { "need": "Run a command to start mkdocs dev server and check if mkdocs is installed", "exact": [ "command" ], "after": [ "command", "terminal_open", "terminal_read" ...
{ "task_id": "effcda6c73b561b5", "repo": "httpx", "split": "train", "archetype": "run_and_verify", "prompt_group": "httpx:34a5590260d9", "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
75d5cae4-2356-4d1c-b33f-7af7daf12a0b
75d5cae4-2356-4d1c-b33f-7af7daf12a0b
160b658f-cf6f-4162-8092-c13f56352d65
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": "Mist, ich habe den letzten Commit mit der Änderung der `minUsagePadding` in `command.go` versehentlich mit einem Tippfehler im Kommentar gemacht. Kannst du das korrigieren und den letzten Commit einfach amenden?", "root_count": 1, "posture": "build", "workers_in_flight": 0, ...
{ "tools": [ "edit", "git_commit", "git_diff", "git_log", "git_ref", "git_show", "git_status" ], "requests": [ { "need": "git history and commit: git_log, git_diff, git_show, git_status, git_commit", "exact": [ "git_commit", "git_diff", "git_log"...
{ "task_id": "62002720319fd17c", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:8be4c69fc1b2", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
75df0e08-dd95-4d83-82ad-83f84a5088ff
75df0e08-dd95-4d83-82ad-83f84a5088ff
47a8f793-6490-40bb-8f06-059b759c780d
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": "Rename the `route_service` function in `axum/src/docs/routing/layer.md` to `layer_service` to match the new naming convention we discussed.", "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": "82b045270e621d76", "repo": "axum", "split": "train", "archetype": "small_change", "prompt_group": "axum:64c5f95949e7", "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
75e3e961-c3c8-4a4b-bb84-9529d88bd276
75e3e961-c3c8-4a4b-bb84-9529d88bd276
626c293a-5f03-4cf6-98b5-15c10cbf1174
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
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": "헤더 설정 관련해서 `HttpMethod.kt` 파일 안에 GET 요청에 바디를 넣는 것이 명시적으로 차단되는 코드가 있어? 사양(RFC 9110) 위반 예외 처리 부분을 찾아줘.", "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": "8a6f7450cc063e88", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:ef805aef68ae", "lang": "ko", "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
760fc804-17e0-4359-a56c-e7d48a178203
760fc804-17e0-4359-a56c-e7d48a178203
9542481e-a558-4921-a81e-90eda8d51f1f
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": "Preciso verificar qual é a versão estável mais recente do Axios para usar como referência em um PR de atualização de dependência interna. Pode me passar o link da página releases no GitHub ou do npmjs para eu comparar com o versionamento semântico que estamos usando hoje?", "root...
{ "tools": [ "web_search" ], "requests": [ { "need": "web_search", "exact": [ "web_search" ], "after": [], "scores": { "scan_list": 0, "git_diff": 0, "secret_generate": 0, "terminal_send": 0, "git_stash_list": 0, "git_st...
{ "task_id": "e94ea1cf9ba5d962", "repo": "axios", "split": "train", "archetype": "docs_online", "prompt_group": "axios:835cfce25ba6", "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
15
7623eff2-1911-4d32-ba3d-e86d3355f744
7623eff2-1911-4d32-ba3d-e86d3355f744
eaad596b-a944-4520-892f-d6863e7a2f44
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm refactoring the error handling flow and want to move the content-type negotiation logic out of the individual renderers. Can you update Slim/Error/Renderers/JsonErrorRenderer.php, Slim/Error/Renderers/HtmlErrorRenderer.php, Slim/Error/Renderers/PlainTextErrorRenderer.php, and S...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "275aa3b43fa02b3d", "repo": "slim", "split": "train", "archetype": "refactor", "prompt_group": "slim:bcef42edb60b", "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
763c246a-a3f3-48a3-840c-a627e3d98156
763c246a-a3f3-48a3-840c-a627e3d98156
f3ff94ce-3faf-4c6a-91cb-0e83d0583986
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a weird error when running the docgen tests. It looks like it's waiting on a file lock that isn't releasing. Can you check if any processes are holding onto files in the doc/ directory?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "i...
{ "tools": [ "command" ], "requests": [ { "need": "Running system commands to check for file locks (fuser, lsof) and reading Go test files to understand what docgen tests do", "exact": [], "after": [], "scores": { "command_output": 2, "capture_page": 0, "sca...
{ "task_id": "5c93b2461e0b602c", "repo": "cobra", "split": "train", "archetype": "ops", "prompt_group": "cobra:9707334763ef", "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
764d9987-8753-426f-990a-c8aee6425663
764d9987-8753-426f-990a-c8aee6425663
c3f9d8cb-9397-49f5-9848-a92db5f5c459
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": "Can you go to the Go Report Card page for github.com/gin-gonic/gin and tell me what the current A+ rating breakdown looks like? I want to see if the 'gocritic' check is still complaining about the new recovery middleware implementation.", "root_count": 1, "posture": "build", ...
{ "tools": [ "fetch_url" ], "requests": [ { "need": "fetch_url or web_search to load the Go Report Card page for gin-gonic/gin", "exact": [ "fetch_url", "web_search" ], "after": [], "scores": { "process_list": 0, "terminal_read": 0, "de...
{ "task_id": "225233324b7c00fe", "repo": "gin", "split": "train", "archetype": "web", "prompt_group": "gin:3dcb6aa8e97a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
76575960-0b54-421c-a108-1fe6a1d5e47d
76575960-0b54-421c-a108-1fe6a1d5e47d
e3b5881c-cd12-4744-850a-0417e6b1b47e
coordinator
implement_investigate
dc3bf9215aac8877
axios
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I've been messing around with `lib/core/Axios.js` to try and debug that interceptor issue. Can you stash my current changes so I have a clean working directory?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_stash", "git_status" ], "requests": [ { "need": "git operations like status and stash", "exact": [], "after": [ "git_status", "git_stash" ], "scores": { "git_log": 1, "terminal_send": 1, "replace_lin...
{ "task_id": "03866ef647390924", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:da21c05ae151", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
76575960-0b54-421c-a108-1fe6a1d5e47d
76575960-0b54-421c-a108-1fe6a1d5e47d
818f9abc-4ede-4fb3-98e2-1113323ea9d4
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": "Actually, forget the stash. Can you just revert my last commit? It broke the build.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_stash", "git_status", "request_tools", "command" ...
{ "tools": [ "command", "git_checkout", "git_diff", "git_log", "git_status" ], "requests": [ { "need": "execute arbitrary shell commands via the command tool", "exact": [ "command" ], "after": [ "git_status" ], "scores": { "git_sh...
{ "task_id": "03866ef647390924", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:da21c05ae151", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
76575960-0b54-421c-a108-1fe6a1d5e47d
76575960-0b54-421c-a108-1fe6a1d5e47d
8e669e67-32c4-430f-807e-22d6d9cbdc36
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": "Now restore my work from the stash I made earlier.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "git_status", "command", "git_checkout", "request_tools", "git_diff", "git_log",...
{ "tools": [ "command", "git_log", "git_restore", "git_show", "git_stash", "git_stash_list", "git_status" ], "requests": [ { "need": "git_show tool to inspect git objects", "exact": [ "git_show" ], "after": [ "git_restore", "git_log",...
{ "task_id": "03866ef647390924", "repo": "axios", "split": "train", "archetype": "commit", "prompt_group": "axios:da21c05ae151", "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
25
7682cce1-b48e-46f6-acc2-1d5f8700d14d
7682cce1-b48e-46f6-acc2-1d5f8700d14d
5d9b0223-3558-4ba1-a8c2-b7790a1373ec
coordinator
implement_investigate
dc3bf9215aac8877
express
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Könntest du `lib/request.js` analysieren? Mich interessiert speziell, wie die `req.query` Eigenschaft implementiert ist.", "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": "3ae235bf3129e96b", "repo": "express", "split": "train", "archetype": "explain_code", "prompt_group": "express:024040ecda2f", "lang": "de", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
768315a4-b63b-4e72-8d84-149b686881d4
768315a4-b63b-4e72-8d84-149b686881d4
38d0d358-5857-49e9-a061-e8f5d5ba66fd
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": "Revert the commit `6f66281` (the one that added hasattr checks). It's causing issues with our current type checker setup.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_show", "git_status" ], "requests": [ { "need": "Inspect git commit 6f66281 to see what files it changed, then revert it", "exact": [], "after": [ "git_show", "git_status" ], "scores": { "task": 1, "measure_p...
{ "task_id": "f8e550bf3efefa95", "repo": "requests", "split": "train", "archetype": "commit", "prompt_group": "requests:40bedf57d420", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
768f171e-f170-432a-b3ac-7057c86fa892
768f171e-f170-432a-b3ac-7057c86fa892
2e20dab0-12b9-48c5-96fb-8262e0cd8a8a
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Hey, I'm seeing some formatting inconsistencies in `lib/thor/shell/color.rb` compared to the rest of the codebase. Can you run Rubocop on the whole project and auto-correct everything it can? Just commit the changes.", "root_count": 1, "posture": "build", "workers_in_flight":...
{ "tools": [ "command", "git_commit", "git_diff", "git_status", "terminal_open", "terminal_snapshot" ], "requests": [ { "need": "run rubocop --auto-correct on the project", "exact": [], "after": [ "terminal_open", "terminal_snapshot" ], "sc...
{ "task_id": "b9b4a594c2f3ad78", "repo": "thor", "split": "train", "archetype": "chores", "prompt_group": "thor:ed23bcb974d5", "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
76c3cf2d-ed12-4340-8c89-05bacf551c5c
76c3cf2d-ed12-4340-8c89-05bacf551c5c
571ec01d-5a91-4ee8-a699-3bd1a8674cfe
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 go to the thor github wiki page (https://github.com/rails/thor/wiki) and tell me what the latest update to the 'Getting Started' section was? I'm trying to verify if the code examples in the wiki still match the latest v1.5.0 release notes on the main repo page.", "root_c...
{ "tools": [ "fetch_url" ], "requests": [ { "need": "I need to fetch content from a URL to read the GitHub wiki and release notes.", "exact": [], "after": [], "scores": { "secret_generate": 0, "scan_pack": 0, "jq": 0, "git_diff": 0, "pack_boa...
{ "task_id": "1992741aea28495c", "repo": "thor", "split": "train", "archetype": "web", "prompt_group": "thor:abd72c89542f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
7702a216-46cb-4c61-bbe0-0d6dcccbe098
7702a216-46cb-4c61-bbe0-0d6dcccbe098
6bc8c4f9-543c-406d-86b0-ba7a2e7098e8
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": "Pode me dizer exatamente onde a classe `QueueDispatcher` do mockwebserver define o comportamento quando a fila fica vazia? Procuro no arquivo `mockwebserver/src/main/kotlin/mockwebserver3/QueueDispatcher.kt`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "s...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "e7cc206694579860", "repo": "okhttp", "split": "train", "archetype": "locate", "prompt_group": "okhttp:066b31027891", "lang": "pt", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
7781163c-7665-49ca-b233-31794415b789
7781163c-7665-49ca-b233-31794415b789
04a80570-dea7-4aab-a233-f11f566afc19
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": "Revisa `axum-macros/tests/from_request/pass/state_via_parts.rs` y dime qué es lo que se está probando exactamente en ese test de macros.", "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": "8b5ffb0697981b8f", "repo": "axum", "split": "train", "archetype": "explain_code", "prompt_group": "axum:61bb9053eea2", "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" }