schema
stringclasses
1 value
receipt
int64
1
48
session
stringlengths
36
36
root_session
stringlengths
36
36
opening_message_id
stringlengths
36
36
host
stringclasses
2 values
surface
stringclasses
6 values
catalog_revision
stringclasses
1 value
project
stringclasses
13 values
model
stringclasses
2 values
partial
bool
2 classes
lang
stringclasses
2 values
engine
dict
offered
dict
state
unknown
labels
unknown
meta
unknown
judge
dict
pw-decide-row/1
3
39dd18f0-9dd3-454f-91bc-27c747197b85
39dd18f0-9dd3-454f-91bc-27c747197b85
b3822c5c-f210-4578-b4e0-a7624f949011
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": "Are there any performance bottlenecks in the way it iterates through the fields?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read" ], "loaded": [ "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": "48e363bf1b3b203c", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:21231d4fa07e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
39f1dd2c-6e34-431b-b1c5-a65ae680d556
39f1dd2c-6e34-431b-b1c5-a65ae680d556
9eb3633c-f22c-47f8-b006-22ec94065fbf
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Der Commit `746ef07` hat ein Problem verursacht, das wir vorhin besprochen haben. Kannst du diesen spezifischen Commit rückgängig machen?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show", "git_stash", "git_stash_list", "git_status" ], "requests": [ { "need": "git commands to show commit details, diffs, and revert changes", "exact": [], "after": [ "git_show", "git_log", ...
{ "task_id": "22af2971c5821bd4", "repo": "cobra", "split": "train", "archetype": "commit", "prompt_group": "cobra:dfa75aa42585", "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
3
3a3163f2-59be-4868-bdc2-38b811eaaa6d
3a3163f2-59be-4868-bdc2-38b811eaaa6d
63f591b6-7616-4b88-8d7f-64448c04ae47
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": "Review `render/json.go` and tell me how it decides which JSON encoder to use (go_json, jsoniter, or sonic) based on the available packages.", "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": "34842158eea886c6", "repo": "gin", "split": "train", "archetype": "explain_code", "prompt_group": "gin:6db739b08279", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
3a368ea5-ae46-48e9-88c9-5f403c10802e
3a368ea5-ae46-48e9-88c9-5f403c10802e
64e19ecf-d409-4c16-83f9-1c2fd3516313
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a lot of 'unused import' warnings in the extras and proto modules. Can you audit `com.google.gson.extras` and `com.google.gson.protobuf` and clean up any dead code or unused imports? Also check if `RuntimeTypeAdapterFactory` in extras still has relevant tests in `Runtime...
{ "tools": [ "edit" ], "requests": [ { "need": "edit to remove the unused import from JsonPostDeserializer.java", "exact": [ "edit" ], "after": [], "scores": { "command_stop": 0, "view_image": 0, "command": 3, "diff": 0, "task":...
{ "task_id": "d0f8b73f75ec3dba", "repo": "gson", "split": "train", "archetype": "multi_part", "prompt_group": "gson:7e5f5cfda3d4", "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
3a6d8b01-73d5-430c-99bb-3eba46f0fa02
3a6d8b01-73d5-430c-99bb-3eba46f0fa02
b67faa59-71b3-4a92-afd0-9b27ee427002
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": "I'm halfway through implementing a new feature in `lib/response.js` and the code is currently broken. Stash my work so I can pull the latest changes from main, then restore it once I'm ready.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "impleme...
{ "tools": [ "command", "git_branches", "git_checkout", "git_diff", "git_stash", "git_status" ], "requests": [ { "need": "git_status, git_stash, git_checkout, git_merge, git_pull", "exact": [ "git_checkout", "git_merge", "git_stash", "git_sta...
{ "task_id": "2630ed13146ef6bf", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:592b3c957f14", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
3a791349-59c3-4b78-9ea8-48425583bfde
3a791349-59c3-4b78-9ea8-48425583bfde
618284cd-b65e-4f29-9d38-cdb843a1b54e
coordinator
implement_investigate
dc3bf9215aac8877
flask
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Refactor the error handling in `tests/test_blueprints.py` to be more concise, then create a new branch named `refactor-blueprint-tests` and commit it there.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run shell commands and pipelines", "exact": [], "after": [ "git_checkout", "edit" ], "scores": { "edit": 0, "git_log": 0, "page_snapshot": 0, "secret_generate": 0, "replace_lines": 0, ...
{ "task_id": "379c526c1c43a6dc", "repo": "flask", "split": "train", "archetype": "commit", "prompt_group": "flask:e3c9f4f83d5b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
c86c6848-c7ac-4618-ae6e-64089a1495b6
3a905458-59b8-49cf-aa16-74e97530d34b
f9d42ff0-f461-4d7d-ba52-c44d6a5b2793
worker
implement
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze PublicSuffixList and TLD handling for Android initialization blocking I/O", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "0eec4addabd7d618", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:11e88ceaee6e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
4e286809-e403-4884-b75f-066dd0a29a0f
3a905458-59b8-49cf-aa16-74e97530d34b
2069db3e-d376-44f5-9f0a-4826b0076a9d
worker
implement
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze DnsOverHttps.kt for DNS resolution latency on JVM", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "0eec4addabd7d618", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:11e88ceaee6e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
0b2dfece-1123-4741-8a98-4551c0b36aab
3a905458-59b8-49cf-aa16-74e97530d34b
34222633-3183-4274-a929-e3a50a0b4843
worker
explore_readonly
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Analyze PublicSuffixList and TLD handling for Android initialization blocking I/O", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": false, "native-read-tool": false...
{ "task_id": "0eec4addabd7d618", "repo": "okhttp", "split": "train", "archetype": "multi_part", "prompt_group": "okhttp:11e88ceaee6e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "wo...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
3a9917e7-07dc-4166-af87-808c094e8144
3a9917e7-07dc-4166-af87-808c094e8144
88c7f523-257e-4bc6-aa6b-e928970af071
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": "Refactor `lib/thor/base.rb` to use the new utility method we just added for path validation.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "git log and git show to see recent changes and identify the new path validation utility method", "exact": [], "after": [ "git_show", "git_diff", "gi...
{ "task_id": "8af78016b229bfaa", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:b9b219b0715b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
3a9917e7-07dc-4166-af87-808c094e8144
3a9917e7-07dc-4166-af87-808c094e8144
c17bda30-1da0-4a6b-b4e2-ff2dd6101d56
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": "Split this refactor into two logical commits: one for the implementation and one for the test updates, then commit them.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "git_log", "re...
{ "tools": [ "command", "git_branches", "git_diff", "git_show" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": ...
{ "task_id": "8af78016b229bfaa", "repo": "thor", "split": "train", "archetype": "commit", "prompt_group": "thor:b9b219b0715b", "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
debd76bf-f64d-4f45-9d09-86481272a9ab
3a9b24c4-f410-4aab-b452-336ff5cff5ea
119a8c2e-614e-420a-be75-7deb25591f3a
worker
implement
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Survey the codebase to understand current implementation of _encode_files and PreparedRequest file handling.", "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": "399a4e8e54df7ab2", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:fab17a48c67c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
b87edd8d-478e-4d58-bfd7-1950f07261f5
3a9b24c4-f410-4aab-b452-336ff5cff5ea
36d40d90-434d-4632-8fea-5f5c8c67b760
worker
implement
dc3bf9215aac8877
requests
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Reproduce and fix the file upload issue for `__getattr__` based file objects.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "399a4e8e54df7ab2", "repo": "requests", "split": "train", "archetype": "multi_part", "prompt_group": "requests:fab17a48c67c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", ...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
3ad1ad86-b718-4d37-bc52-b77adc693078
3ad1ad86-b718-4d37-bc52-b77adc693078
2ab1216d-5abe-4a49-825c-e94365d10798
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "That last commit I pushed to the `test-async` branch (the one that touched `tests/client/test_async_client.py`) actually broke the CI. Revert it immediately.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "git operations and terminal access to investigate and revert a commit", "exact": [], "after": [ "git_branches", "git_log", "git_checkout" ], "scores": { "diff": 1, "copy": 0, "secret_revoke": 0,...
{ "task_id": "b2abca958b564e37", "repo": "httpx", "split": "train", "archetype": "commit", "prompt_group": "httpx:93fadec38d9f", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
3ad384ac-f5d0-4f87-9783-78282f8a0587
3ad384ac-f5d0-4f87-9783-78282f8a0587
5c270a80-427d-40c4-b0b3-8e3a66e9dedb
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": "List all files under `Slim/Factory/Psr17/` that implement or extend the base Psr17 factory concepts. I want to see which PSR-7 server/HTTP implementations are supported out of the box without extra config.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surf...
{ "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": "cc49dbae4410e349", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:66fa13bd3ccd", "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
3ad384ac-f5d0-4f87-9783-78282f8a0587
3ad384ac-f5d0-4f87-9783-78282f8a0587
4f14c083-9d1c-4fbe-ac91-4c5c1463a406
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": "Which one is the default if nothing is specified?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "summarize", "list_dir" ], "loaded": [ "grep", "list_dir", "summarize...
{ "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": "cc49dbae4410e349", "repo": "slim", "split": "train", "archetype": "locate", "prompt_group": "slim:66fa13bd3ccd", "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
3b35cd01-30cb-4e9e-bfc9-7b228d9b4ef4
3b35cd01-30cb-4e9e-bfc9-7b228d9b4ef4
1a52a3d7-39e4-4b09-b124-3a099ceeb105
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 see in src/flask/blueprints.py that Blueprints allow for modular application design. Can you explain the lifecycle of a Blueprint registration versus a direct route on the app instance? Specifically, when does the route registration actually happen?", "root_count": 1, "postur...
{ "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": "ff71847ba762cefc", "repo": "flask", "split": "train", "archetype": "question", "prompt_group": "flask:f49c06db680f", "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
3b36a2ee-8de8-4e26-a35e-fba70bf2861b
3b36a2ee-8de8-4e26-a35e-fba70bf2861b
9369e8ab-c922-4c71-a0e5-2b0f02d866f7
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Please run `gofmt -w` on the Go files in this repo and also trigger the linter defined in `.golangci.yml`. If there are any linting errors, fix them automatically if possible, or list them for me to review.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "sur...
{ "tools": [ "command", "edit", "wait", "write" ], "requests": [ { "need": "run shell commands like gofmt and golangci-lint", "exact": [], "after": [ "wait", "edit" ], "scores": { "delete": 0, "terminal_snapshot": 1, "secret...
{ "task_id": "cdfe76993534c84a", "repo": "cobra", "split": "train", "archetype": "chores", "prompt_group": "cobra:51dfa12d6175", "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
20
3b4b2f0e-241f-4385-b3ad-9c76890dc092
3b4b2f0e-241f-4385-b3ad-9c76890dc092
11e8aa25-3f47-41ea-b21d-6b12b615841f
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 noticed a typo in my previous commit message for the `Slim/Middleware/RoutingMiddleware.php` update. Can you amend the last commit with the corrected message?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "git log to see recent commit messages, so I can amend the last one with the corrected message", "exact": [], "after": [ "git_status" ], "scores": { "scan_list"...
{ "task_id": "e9b1dba2741ca4e1", "repo": "slim", "split": "train", "archetype": "commit", "prompt_group": "slim:58d7b67bee6c", "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
3ba7ab87-4434-4798-bb5e-395e4b7d02f8
3ba7ab87-4434-4798-bb5e-395e4b7d02f8
0a6e086c-4172-4520-9238-367cd6fb0b2d
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I need to verify if the HTTP QUERY method support (RFC 10008) is actually live in the latest release. Can you hit the gin-gonic demo server at gin-gonic.com/demo and try a query method request? I need to know if the framework is publicly exposing this feature yet.", "root_count":...
{ "tools": [ "fetch_url", "http_request" ], "requests": [ { "need": "http_request to probe the gin-gonic demo server with a QUERY method, and fetch_url to read web pages", "exact": [ "fetch_url", "http_request" ], "after": [ "fetch_url" ], "s...
{ "task_id": "4bd1d56e2905dedb", "repo": "gin", "split": "train", "archetype": "web", "prompt_group": "gin:5edfc8e160ab", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
3ba7ab87-4434-4798-bb5e-395e4b7d02f8
3ba7ab87-4434-4798-bb5e-395e4b7d02f8
d9a93993-e1a7-4df8-bd6c-0ed8667cb638
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": "If it's not live, check the GitHub issues for 'HTTP QUERY' to see if there's a milestone for it.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "fetch_url", "read", "grep", "http_request...
{ "tools": [ "http_request", "web_search" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": true, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-t...
{ "task_id": "4bd1d56e2905dedb", "repo": "gin", "split": "train", "archetype": "web", "prompt_group": "gin:5edfc8e160ab", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
3bba66d5-7f5e-4596-9330-c07ecb0fd67a
3bba66d5-7f5e-4596-9330-c07ecb0fd67a
841314fa-856e-4a88-aa14-a9f8fa3e98b3
coordinator
implement_investigate
dc3bf9215aac8877
gin
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "which test file covers the router group logic?", "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": "0e52b1b68ce8fd1b", "repo": "gin", "split": "train", "archetype": "locate", "prompt_group": "gin:53eb7c9e88e8", "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
3bce87a2-0d64-403b-bb75-0bfd859143ac
3bce87a2-0d64-403b-bb75-0bfd859143ac
d86e3165-85f7-4eb9-9bd7-2cf96c4489ea
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 have some messy changes in `Slim/Factory/AppFactory.php` that I'm not ready to commit yet. Stash them for me.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_stash", "git_status" ], "requests": [ { "need": "git operations like git_status and git_stash to manage changes in the repository", "exact": [ "git_stash", "git_status" ], "after": [ "git_diff" ], ...
{ "task_id": "bf125dd229c0621d", "repo": "slim", "split": "train", "archetype": "commit", "prompt_group": "slim:3081da5a676c", "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
3bd84510-8b2a-42c6-8f81-dbb8c2b1abde
3bd84510-8b2a-42c6-8f81-dbb8c2b1abde
649ac871-e693-417c-8434-c68ad30e8c5e
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": "Revert the last commit `9a34acf`. It seems the fix for `res.send` is causing issues with the ETag generation in our staging environment.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_log", "git_show", "git_stash", "git_status" ], "requests": [ { "need": "git tools to show commit details and revert a commit", "exact": [], "after": [ "git_log", "git_status" ], "scores": { "...
{ "task_id": "6465a6963bff1e2b", "repo": "express", "split": "train", "archetype": "commit", "prompt_group": "express:e0a9e430dc7a", "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
3bffc58c-1ffe-41bc-b174-eae4e042aff9
3bffc58c-1ffe-41bc-b174-eae4e042aff9
0c8e60d9-abb4-46f0-8680-125368458fa6
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
true
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Add a new test case to `args_test.go` to verify the unique args validator added in recent commits.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "run git commands like git log, git show, etc. to investigate recent changes", "exact": [], "after": [ "git_log", "git_show" ], "scores": { "view_video": 0, "terminal_read": 0, "verify": 0, "sour...
{ "task_id": "337adc4d66c9d5c0", "repo": "cobra", "split": "train", "archetype": "small_change", "prompt_group": "cobra:069bdd14033b", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
6
3c1033d6-d289-42e9-aa37-87e360a86dd0
3c1033d6-d289-42e9-aa37-87e360a86dd0
edcec1d3-6df3-40f3-860c-bf34a991ca03
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm setting up a new Flask project and want to use the latest stable release. Can you check PyPI for the current version of Flask? Also, please visit the official Flask documentation site (https://flask.palletsprojects.com/) and confirm if the 'Getting Started' guide mentioned in t...
{ "tools": [ "fetch_url", "web_search" ], "requests": [ { "need": "web_search to find current Flask version on PyPI, and fetch_url to visit the Flask documentation homepage", "exact": [ "fetch_url", "web_search" ], "after": [], "scores": { "process...
{ "task_id": "ea8fa8bfdaea9a97", "repo": "flask", "split": "train", "archetype": "web", "prompt_group": "flask:3b1df0641512", "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
9c58f7c3-1650-4be8-8907-0460f7333189
3c150b94-45d2-41fb-8714-d3a813842860
ef1d5631-32cf-4043-9430-bb56efea0380
worker
implement
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Audit two Python files for potential file handle leaks and ReDoS vulnerabilities", "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": "2bd72ea1158aba87", "repo": "httpx", "split": "train", "archetype": "security", "prompt_group": "httpx:ee732fbe870b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "settled", "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
15
3c177f59-b772-4942-b063-a04e08bbd376
3c177f59-b772-4942-b063-a04e08bbd376
3b29e504-cf91-46d9-9e1c-24fe7ac7b8f5
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": "delete the redundant `examples/javascript/LICENSE.txt` file", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "delete" ], "requests": [ { "need": "delete the file examples/javascript/LICENSE.txt", "exact": [ "delete" ], "after": [], "scores": { "move": 0, "scan_summary": 0, "git_stash": 0, "git_checkout": 0, "git_ref": 0, ...
{ "task_id": "3b614e024ce933a7", "repo": "flask", "split": "train", "archetype": "small_change", "prompt_group": "flask:aa5dafc2082e", "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
20
3c3f0ec7-ed79-4ac2-8757-b1d6d80e64c0
3c3f0ec7-ed79-4ac2-8757-b1d6d80e64c0
7e3f79d7-833d-4cb8-bb3f-e759a5cb09ad
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": "Hola. Estoy evaluando migrar de Apache HttpClient a OkHttp. En la carpeta `samples/compare` vi que hay tests comparativos. ¿OkHttp soporta por defecto la lógica de autenticación básica y digest de la misma forma que lo hacía HTTPClient, o tengo que configurar algo específico en el ...
{ "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": "f64ac77c0fc97904", "repo": "okhttp", "split": "train", "archetype": "question", "prompt_group": "okhttp:221ab77d9722", "lang": "es", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
3ccaa95a-7ba7-4767-a452-2a5a0eee0710
3ccaa95a-7ba7-4767-a452-2a5a0eee0710
70a49d9d-a218-406e-8d9d-d30be1f177fb
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": "Hey, noticed in `Slim/Routing/FastRouteDispatcher.php` that `getAllowedMethods()` is getting really slow because it's recalculating allowed methods on every request. \n\nThere's a commit `3f42b15` that mentions binding the cache size. Can you check if the memoization logic in `getA...
{ "tools": [ "command", "edit", "replace_lines", "verify" ], "requests": [ { "need": "command to run PHPUnit tests", "exact": [ "command" ], "after": [ "edit", "replace_lines" ], "scores": { "git_show": 0, "secret_revo...
{ "task_id": "40a239eb2fc8e9f9", "repo": "slim", "split": "train", "archetype": "bugfix", "prompt_group": "slim:9e725ba9abc2", "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
3cec5b30-c164-4833-a9ea-3838fca5c48c
3cec5b30-c164-4833-a9ea-3838fca5c48c
07bd4346-3fe3-404d-a475-c4ffbb3c2668
coordinator
implement_investigate
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "In httpx/_transports/default.py and httpx/_transports/mock.py, the error handling for connection failures is duplicated. Please extract a common base class or utility function for connection retry logic that both transports can use. Start with default.py.", "root_count": 1, "po...
{ "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": "4471b5135c7a1a7a", "repo": "httpx", "split": "train", "archetype": "refactor", "prompt_group": "httpx:e989cfd7e244", "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
3cee6b80-70b4-4ee0-8b18-7ee0baf35eae
3cee6b80-70b4-4ee0-8b18-7ee0baf35eae
b079a873-f161-4402-888e-3ddd7b3b06eb
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": "run npm install and then npm test. I just pulled the latest changes from origin/main.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_status", "terminal_open" ], "requests": [ { "need": "run shell commands like npm install and npm test", "exact": [], "after": [ "command", "git_status", "git_diff" ], "scores": { "extract_arc...
{ "task_id": "655265abdb90b673", "repo": "express", "split": "train", "archetype": "chores", "prompt_group": "express:074dd2f77f6b", "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
3d43dc78-57c6-47a8-ba8e-3f3cc6b5787b
3d43dc78-57c6-47a8-ba8e-3f3cc6b5787b
31dfef3e-598a-40a0-8ede-fcf9a742af2e
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": "List all branches in this repository.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_branches" ], "requests": [ { "need": "list git branches", "exact": [], "after": [ "git_branches" ], "scores": { "view_video": 0, "fetch_url": 0, "terminal_send": 1, "command": 1, "answer_decision": 0, "...
{ "task_id": "c37562219a431ca2", "repo": "gson", "split": "train", "archetype": "git_history", "prompt_group": "gson:d3bfd075c451", "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
3d64dca4-e395-44bb-8181-0bd9cc9f66d6
3d64dca4-e395-44bb-8181-0bd9cc9f66d6
10cf95f5-5609-4c4d-8fc1-aa075d07e012
coordinator
implement_investigate
dc3bf9215aac8877
requests
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The `_encode_files` detection in `src/requests/utils.py` seems to have been recently updated. Can you show me the logic used to identify if a file wrapper is compatible?", "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": "ec89e53214be6001", "repo": "requests", "split": "train", "archetype": "explain_code", "prompt_group": "requests:f8041077517e", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
3d6dd8b9-c5ab-4865-8557-9729f3ada956
3d6dd8b9-c5ab-4865-8557-9729f3ada956
b3ece07d-574d-4515-ad16-2e0259ad0732
coordinator
implement_investigate
dc3bf9215aac8877
express
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is the Content-Length header logic implemented? I saw a recent commit fixing it with Transfer-Encoding. I want to see the code before and after to understand the race condition or state issue.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "...
{ "tools": [ "command", "git_diff", "git_log" ], "requests": [ { "need": "git_log and git_diff to inspect recent commits and diffs around Content-Length/Transfer-Encoding", "exact": [ "git_diff", "git_log" ], "after": [ "git_log", "git_diff" ...
{ "task_id": "6239c2a51dcb2071", "repo": "express", "split": "train", "archetype": "locate", "prompt_group": "express:bccba69f856f", "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
3d7b15fe-ea70-4988-be16-05629e20f40c
3d7b15fe-ea70-4988-be16-05629e20f40c
f240d45a-3c01-40f1-ba37-0b9b70e7b863
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": "C'è un file `target/` locale che stiamo accidentalmente tracciando in alcune branch sperimentali. Per favore, assicurati che `target/` sia presente nel `.gitignore` in modo che non venga mai committato per errore. Controlla anche se ci sono altri pattern temporanei che mancano.", ...
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recal...
{ "task_id": "b0afa456b1e155fb", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:55c9ba15839f", "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
1
3d8afcba-9bcf-44ef-bb82-13dadc606778
3d8afcba-9bcf-44ef-bb82-13dadc606778
55e712e4-7206-4b23-8fad-5298656f98a2
coordinator
implement_investigate
dc3bf9215aac8877
express
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": "Add a `timeout` option to the `res.sendFile` function in `lib/response.js`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "edit and write tools to modify lib/response.js and test/res.sendFile.js", "exact": [ "edit", "write" ], "after": [ "command" ], "scores": { "extend_worker_budget": 0, "wc": 1, "worker_canc...
{ "task_id": "f20ee3be3c4d7886", "repo": "express", "split": "train", "archetype": "small_change", "prompt_group": "express:6a2e19f14db5", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
7
3daa67e4-bee8-430a-bad7-d29b3b58cfd7
3daa67e4-bee8-430a-bad7-d29b3b58cfd7
efb7cc82-96ea-4e1d-afaa-8efaa223fefe
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": "Explain the difference between using the top-level functions like httpx.get() and instantiating a httpx.Client(). When should I stick to the API functions versus the Client object?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investig...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "716990bccec4801f", "repo": "httpx", "split": "train", "archetype": "question", "prompt_group": "httpx:322fa81079a0", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
3dbf3da8-fde5-48de-8525-4f9c30d325d2
3dbf3da8-fde5-48de-8525-4f9c30d325d2
5bd3e409-5e63-4855-84e8-20a046cf03e4
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": "Corre el linter phpcs sobre los cambios en Slim/MiddlewareDispatcher.php y dime si hay violaciones de estilo en la línea 45.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "Run a shell command to execute phpcs on Slim/MiddlewareDispatcher.php and capture style violations", "exact": [ "command" ], "after": [], "scores": { "measure_page": 0, "command_stop": 1, "git_...
{ "task_id": "f7e1dde9bd4a1455", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:82ca1f41cb47", "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
27
3dbf3da8-fde5-48de-8525-4f9c30d325d2
3dbf3da8-fde5-48de-8525-4f9c30d325d2
80a85421-04cd-4e71-8533-40f57157c1b8
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": "Corrige el error de indentación que mencionaste.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "read", "find", "request_tools", "grep" ], "loaded": [ "capture_pag...
{ "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": "f7e1dde9bd4a1455", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:82ca1f41cb47", "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
28
3dbf3da8-fde5-48de-8525-4f9c30d325d2
3dbf3da8-fde5-48de-8525-4f9c30d325d2
81c26864-629c-40f7-bd66-acdd06c9e65e
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": "¿Y ahora pasa phpstan sin warnings?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "command", "read", "find", "request_tools", "grep" ], "loaded": [ "capture_page", "comm...
{ "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": false, "native-read-tool": false, "native-re...
{ "task_id": "f7e1dde9bd4a1455", "repo": "slim", "split": "train", "archetype": "run_and_verify", "prompt_group": "slim:82ca1f41cb47", "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
14
3def7dde-bdab-440d-9401-24f9df1865bf
3def7dde-bdab-440d-9401-24f9df1865bf
883e40c4-2592-4bd2-885b-8273a6f3e9c0
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": "Hi, could you please run the linter and fix any issues it reports? Also, please apply standard code formatting to the files in the `okhttp` module. Thanks!", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "jq_edit", "wait" ], "requests": [ { "need": "run shell commands like gradlew to find and execute lint/format tasks", "exact": [], "after": [ "jq_edit", "command_output", "wait" ], "scores": { ...
{ "task_id": "51bcab03d4044721", "repo": "okhttp", "split": "train", "archetype": "chores", "prompt_group": "okhttp:6d261c856b7d", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
1
3e0418ad-6e95-466b-bb0a-75029b342a31
3e0418ad-6e95-466b-bb0a-75029b342a31
634af08a-dc3a-447f-bcfb-97573e6b8848
coordinator
implement_investigate
dc3bf9215aac8877
flask
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": "Can you check if `flask-mongoengine` is still compatible with our current setup? I see a recent commit 'update flask-mongoengine link' in the history and want to make sure we aren't using a broken or deprecated version.", "root_count": 1, "posture": "build", "workers_in_fligh...
{ "tools": [], "requests": [ { "need": "web search to check PyPI status of flask-mongoengine, git log to find the 'update flask-mongoengine link' commit", "exact": [], "after": [ "git_log", "git_show", "fetch_url" ], "scores": { "view_image": 0, ...
{ "task_id": "314f755bff3041ea", "repo": "flask", "split": "train", "archetype": "dependencies", "prompt_group": "flask:8992c0e48c87", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
3e073dff-47d5-42ef-9d2a-e9f64879b0db
3e073dff-47d5-42ef-9d2a-e9f64879b0db
2d16874e-ea3a-44bd-9697-246b9fa68411
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a crash when running my Flask app with an IPv6 address in the host config.\n\nHere's the traceback:\n\n File \"/home/user/flask/src/flask/cli.py\", line 120, in run_command\n host = server_name.partition(\":\")[0]\n File \"/usr/lib/python3.10/ipaddress.py\", line 1...
{ "tools": [ "git_diff", "git_status" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [ "verify-a-change" ], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true...
{ "task_id": "68037b5034d8d42c", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:d052aa0cf4e2", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
3e0d9e74-d17c-4da7-afcf-fac6948b4a99
3e0d9e74-d17c-4da7-afcf-fac6948b4a99
87d07d0a-e689-4c1f-8f26-1ca1d47d5728
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": "Dove è definita la struttura `Config` nel file `src/config.rs`? Fammi vedere i primi 50 campi.", "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": "fb4773e454690866", "repo": "fd", "split": "train", "archetype": "locate", "prompt_group": "fd:7609e695336c", "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
1
d147cc27-d2d2-474a-944e-b9108c697395
3e15085f-9ddc-4cd5-86bd-67ce164a8c24
4c1cc995-33a9-45b5-ba3b-d22c11d23d37
worker
implement
dc3bf9215aac8877
httpx
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Scan `httpx/_models.py` and `httpx/_types.py` for any usage of the `Any` type.", "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": "5924cc550bc8947e", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:a44577d449d7", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
04bf0f36-2bab-4300-a6b4-a634383e3041
3e15085f-9ddc-4cd5-86bd-67ce164a8c24
59517c49-e766-4225-9397-2c8c01baf34e
worker
implement
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Verify the existence and content of `httpx/py.typed`.", "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": "5924cc550bc8947e", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:a44577d449d7", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
3
2318bebc-ea34-4ec6-9973-da8bc118de5a
3e15085f-9ddc-4cd5-86bd-67ce164a8c24
2dad0826-8617-4e83-b38e-52cf67eb0489
worker
implement
dc3bf9215aac8877
httpx
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "List root directory contents to identify configuration and script files.", "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": false, "native-jq-tool": false, "native-list-dir-tool": true...
{ "task_id": "5924cc550bc8947e", "repo": "httpx", "split": "train", "archetype": "multi_part", "prompt_group": "httpx:a44577d449d7", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
8fc32282-b5ba-4964-b255-761974dc9a81
3e35be87-fd9f-445f-b51f-83218f4eb402
cedecd0f-f204-4fff-9b6c-80389100f16d
worker
implement
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Locate all package.json files and read them.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, ...
{ "task_id": "341117938b83a340", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:d8136becf1ea", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
96e9e570-9107-4bf7-9600-a3c6f7b24e97
3e35be87-fd9f-445f-b51f-83218f4eb402
80c51938-e2a3-4eeb-ae9c-3bda78900f68
worker
implement
dc3bf9215aac8877
axios
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 `npm outdated` in the root directory and report the findings.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": true, "native-edit-tool": true, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": false, ...
{ "task_id": "341117938b83a340", "repo": "axios", "split": "train", "archetype": "multi_part", "prompt_group": "axios:d8136becf1ea", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "work...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
3e54245f-9b0a-4e93-a2f9-84ded5a15e72
3e54245f-9b0a-4e93-a2f9-84ded5a15e72
3f4e5ad2-25b5-421d-9cfc-68acac732725
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": "Run the tests for `axum-macros` and fix the failing test in `tests/debug_handler/fail/wrong_return_type.stderr`. The test is expecting a specific error message about returning a tuple, but the current error message is different. \n\nHere is the content of `wrong_return_type.rs`:\n`...
{ "tools": [ "command", "command_output", "edit", "verify", "wait", "write" ], "requests": [ { "need": "run cargo test to verify the failing UI test and then write/edit files to fix it", "exact": [ "edit", "verify", "write" ], "after": [ ...
{ "task_id": "4696a9e6fb8eb960", "repo": "axum", "split": "train", "archetype": "bugfix", "prompt_group": "axum:3b9d76202437", "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
3e92b758-9fc2-4655-ba56-2df3cafb6667
3e92b758-9fc2-4655-ba56-2df3cafb6667
87505802-208d-4017-ab93-bf70755a8070
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": "Run the linter on src/flask/app.py. I made some changes to the route handling logic and want to make sure I didn't introduce any style issues or type errors before I commit.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [ { "need": "run shell commands to execute ruff and mypy on src/flask/app.py", "exact": [], "after": [], "scores": { "terminal_send": 1, "restore_version": 0, "page_snapshot": 0, "code_rewrite": 0, "worke...
{ "task_id": "621a19f08c67b32e", "repo": "flask", "split": "train", "archetype": "run_and_verify", "prompt_group": "flask:61f9074bed9d", "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
3eb0008e-8117-4399-aff2-c4b3fcebdac9
3eb0008e-8117-4399-aff2-c4b3fcebdac9
915e9e56-4a86-4c81-bac3-efc95cec2a43
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": "로컬 개발 환경 테스트를 위해 임시로 사용할 API 토큰 하나 생성해줘. 보안상 중요하지 않은 테스트용이면 돼.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "secret_generate" ], "requests": [ { "need": "a tool to generate a random secret material, like an API token", "exact": [], "after": [], "scores": { "terminal_send": 1, "view_image": 0, "command_output": 0, "page_open": 0, "view_...
{ "task_id": "b8e55abba75efe30", "repo": "thor", "split": "train", "archetype": "ops", "prompt_group": "thor:d7d613a9d99b", "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
16
3eb2ecc5-3f64-43a2-b091-ee56489db4f8
3eb2ecc5-3f64-43a2-b091-ee56489db4f8
714dea93-38dd-4242-911b-6a720e0a5328
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": "Wait, I accidentally added a debug print in `gin.go`. Can you amend the last commit to remove that line?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [ { "need": "command to run git commands and git_show to see commit details", "exact": [ "command", "git_show" ], "after": [ "git_show", "git_status", "git_log", "git_diff" ], "scores": { "scan...
{ "task_id": "4f9598dc127f455a", "repo": "gin", "split": "train", "archetype": "commit", "prompt_group": "gin:382151d35880", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
3eb4d10b-8c1f-4d22-8291-7a9d5499c4b7
3eb4d10b-8c1f-4d22-8291-7a9d5499c4b7
ef1ad2dd-1b58-4c71-af7b-759c6a88bd63
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": "Why are the build artifacts in my root directory causing merge conflicts? Please add the following patterns to `.gitignore` if they aren't already there:\n\n/target/\n*.d\n*~\n.swo\n*.swp\n\nMake sure not to ignore `doc/logo.png` or `Cargo.lock`.", "root_count": 1, "posture": "...
{ "tools": [ "command", "git_status", "write" ], "requests": [ { "need": "write, edit, and command tools to modify .gitignore and check git status", "exact": [ "command", "edit", "write" ], "after": [ "command", "git_status" ], ...
{ "task_id": "6086142f7752af09", "repo": "fd", "split": "train", "archetype": "chores", "prompt_group": "fd:909c542f4acb", "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
3edc3173-f859-4935-a15c-0ea064b14153
3edc3173-f859-4935-a15c-0ea064b14153
fd4d1306-fc58-4bff-abc6-192bb9f4717f
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": "In `src/filter/size.rs`, the `Size` struct parses strings like `10M` into bytes. The current implementation for parsing the suffix seems to use a simple multiplication chain. \n\nI found a bug where `1.5M` fails to parse correctly because the float parsing or suffix handling is bri...
{ "tools": [ "command", "edit", "replace_lines", "write" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "change", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": fal...
{ "task_id": "01e63f82a35eb107", "repo": "fd", "split": "train", "archetype": "bugfix", "prompt_group": "fd:7cd33e53aed9", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
26
3edd2175-994f-4397-a69f-5e92608348aa
3edd2175-994f-4397-a69f-5e92608348aa
074d80af-55c1-4c7c-a409-a535d13fb63f
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": "Can you run phpcs and phpstan and fix any issues they report? I want to merge this branch but I'm seeing some style warnings in CI.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "git_diff", "git_status", "wait" ], "requests": [ { "need": "I need to run shell commands to execute phpcs and phpstan via composer.", "exact": [], "after": [ "git_status", "wait", "git_diff" ], ...
{ "task_id": "c469f32e23324063", "repo": "slim", "split": "train", "archetype": "chores", "prompt_group": "slim:dc162fda4a2f", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
12
3eee3776-fdaf-474e-9a66-b2c6775f323a
3eee3776-fdaf-474e-9a66-b2c6775f323a
f74b518d-ebd8-49a1-924e-6b6bd00a16db
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": "In lib/response.js, I see a lot of methods like res.status(), res.type(), and res.send(). How does Express ensure that calling res.status(404) then res.send('Not Found') works correctly in terms of HTTP protocol ordering? Does it buffer the body until the header is finalized?", "...
{ "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": "e9e5a176bf067f1f", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:15d0affb00f3", "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
3f01fc26-c5aa-4246-9c47-39c962615d0c
3f01fc26-c5aa-4246-9c47-39c962615d0c
810562ca-a4b7-4242-9069-1b5174b1d773
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": "Where is the `Flask` class defined? I need to trace the initialization logic.", "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": "2d5dab36ebcab8ed", "repo": "flask", "split": "train", "archetype": "locate", "prompt_group": "flask:ceb995727c18", "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
3f11dbd8-01da-41cf-8aff-e1b615fbd69d
3f11dbd8-01da-41cf-8aff-e1b615fbd69d
2a9cbd3c-0d49-46a5-b189-31ba3c9e3fb1
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": "Slim\\Middleware\\RoutingMiddleware の役割と、それがどのようにして Slim\\Routing\\RouteResolver と連携しているのか説明してください。", "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": "72b54b3d0d9a3c7c", "repo": "slim", "split": "train", "archetype": "explain_code", "prompt_group": "slim:e708b1b45de6", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
14
3f26ee7e-e782-4cd2-bd54-22b31732a629
3f26ee7e-e782-4cd2-bd54-22b31732a629
1b7c4c73-b91e-42cd-9b22-2c3bac0b5c17
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Where is the `progressEventReducer` helper used?", "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": "2befb8e1c16142a5", "repo": "axios", "split": "train", "archetype": "locate", "prompt_group": "axios:5d3ba85c5ae2", "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
3fa72fa0-bb3a-4bd2-8b20-cf2a2828331a
3fa72fa0-bb3a-4bd2-8b20-cf2a2828331a
83930d56-ae35-4c92-bdd8-fdcca167909a
coordinator
implement_investigate
dc3bf9215aac8877
okhttp
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can you parse `okcurl/src/main/resources/META-INF/native-image/okhttp3/okcurl/reflect-config.json` and tell me which classes are registered for reflection? I'm trying to debug a native image startup failure.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "su...
{ "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": "2d57094e65f1344b", "repo": "okhttp", "split": "train", "archetype": "data_files", "prompt_group": "okhttp:95b138a095b8", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
4012a502-db98-48c8-9ba5-21a9e9d1d82d
4012a502-db98-48c8-9ba5-21a9e9d1d82d
13ccbfc7-61fc-4ed0-9ed5-0cc8c773f23c
coordinator
implement_investigate
dc3bf9215aac8877
flask
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Can we add a type stub in `src/flask/py.typed`? Wait, it's already there.\n\nI mean, `src/flask/app.py` is throwing type errors in mypy when I access `app.jinja_env`. It says `Union[Dict[str, Any], Jinja2 Environment]` which is too loose.\n\nCan you update the type hints in `src/fl...
{ "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": "5f8b7a0d737cd981", "repo": "flask", "split": "train", "archetype": "bugfix", "prompt_group": "flask:a3b0146ef256", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
18
4020e8f8-8885-427b-8f17-8f678e9faa42
4020e8f8-8885-427b-8f17-8f678e9faa42
bd41a7df-a91c-4b7e-b928-603710862baf
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": "Ho fatto un po' di modifiche in `axum-extra/src/response/error_response.rs` ma non sono ancora pronte. Salvale temporaneamente nello stash.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_diff", "git_stash", "git_status" ], "requests": [ { "need": "Run git status and git stash commands to save changes temporarily.", "exact": [], "after": [], "scores": { "git_merge": 0, "terminal_close": 0, "git_log": 0...
{ "task_id": "4236bfe71194dd19", "repo": "axum", "split": "train", "archetype": "commit", "prompt_group": "axum:7a19380c6280", "lang": "it", "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
40351567-ef06-4913-8c86-6e6b91cd7a76
40351567-ef06-4913-8c86-6e6b91cd7a76
9e5b6cdd-4510-437d-8fcf-d89a647cb7f3
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": "Liste todas as branches locais que começam com 'feature/'.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "git_branches" ], "requests": [ { "need": "git commands and branch listing", "exact": [], "after": [], "scores": { "git_restore": 0, "scan_compare": 0, "copy": 0, "capture_page": 0, "secret_generate": 0, "g...
{ "task_id": "2acdbc98b3284a86", "repo": "axios", "split": "train", "archetype": "git_history", "prompt_group": "axios:ce753c70c459", "lang": "pt", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
40468e8d-2c72-48ca-97d2-f61140c4ab2a
40468e8d-2c72-48ca-97d2-f61140c4ab2a
6c1aff33-67c3-4e28-9876-51f8d3cc144c
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": "Run `make build` and ensure the project compiles cleanly. If there are any errors, paste them here so I can see what's broken.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "wait" ], "requests": [ { "need": "run shell commands like make build", "exact": [], "after": [ "wait", "command_output" ], "scores": { "code_rewrite": 0, "chmod": 0, "page_snapshot": 0,...
{ "task_id": "2e465f0b974eb045", "repo": "gin", "split": "train", "archetype": "chores", "prompt_group": "gin:686357a86d94", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
8f6c09e2-2c6e-4c74-b2ab-24a3520f7646
404f9e90-50fc-4a09-b8df-66870e3f18db
0b0830cf-9e16-4d6f-bba9-4e8a04ca48f4
worker
implement
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report all output formatting, ANSI color handling, and terminal detection code in src/exec/mod.rs", "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": "688c0d563065658e", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:c5a8bd24cc77", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
e8e26279-08b0-45c6-89e0-409c94d6d8b1
404f9e90-50fc-4a09-b8df-66870e3f18db
90668987-68d6-4616-b08b-317ae54fcc8e
worker
implement
dc3bf9215aac8877
fd
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report all child process output capture and forwarding code in src/exec/job.rs", "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": "688c0d563065658e", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:c5a8bd24cc77", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
d70cef49-f382-4428-aa80-bb9202c5a45e
404f9e90-50fc-4a09-b8df-66870e3f18db
bf565eac-48f0-4cbc-bc95-d3d26c0eec94
worker
implement
dc3bf9215aac8877
fd
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Read and report all output configuration and formatting code in src/output.rs", "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": "688c0d563065658e", "repo": "fd", "split": "train", "archetype": "multi_part", "prompt_group": "fd:c5a8bd24cc77", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": "implement-dispatch", "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off", "worker_req...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
13
40573c4e-d93e-4333-bacb-5a2a87dcf770
40573c4e-d93e-4333-bacb-5a2a87dcf770
e543100e-07a9-416d-8912-1314ec6b8aab
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": "Hi, I ran `bandit` or similar static analysis on the repo and got some false positives on the Thorfile and bin/thor. Can you help me triage these findings? The report flagged dynamic eval usage in lib/thor/runner.rb. Is this actually vulnerable or a known pattern for command parsin...
{ "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": "c7fd59ece297399e", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:fa63a4832689", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
19
405b9137-5909-4faa-a823-cf9a7c00d674
405b9137-5909-4faa-a823-cf9a7c00d674
720a2a73-f78d-4cf8-a1f0-82c6d5be38d2
coordinator
implement_investigate
dc3bf9215aac8877
thor
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm getting a warning about frozen string literals in lib/thor/shell/color.rb. Can you check which files in lib/thor don't have the frozen_string_literal pragma yet?", "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": "ff980a5c784587a8", "repo": "thor", "split": "train", "archetype": "locate", "prompt_group": "thor:14110525a6ef", "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
47e471ef-7896-45cc-93de-49c15e6e4382
407ee8e3-3d99-47bf-9942-08e4e9bf3e9d
d9b08e1b-3c35-44ca-8e29-dbf828a7f774
worker
implement
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Locate HeldCertificateTest.kt and the okhttp-testing-support module.", "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": "5ba27c828865483e", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:8e4dd99cc886", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
8
5e18b7f3-90fb-4fdc-925b-35ad286c99a6
407ee8e3-3d99-47bf-9942-08e4e9bf3e9d
e7652041-1de6-4e31-954b-7df52cf33e5b
worker
implement
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Analyze HeldCertificateTest.kt to identify boilerplate patterns (e.g., certificate setup, key pair generation) that could be moved to okhttp-testing-support.", "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": "5ba27c828865483e", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:8e4dd99cc886", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
f3032534-6764-4c84-bfe0-82b91dfdcd97
407ee8e3-3d99-47bf-9942-08e4e9bf3e9d
5eb20316-1edb-4df5-b582-f105a9a9f807
worker
implement
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "code_rewrite", "command", "command_output", "command_stop", "complete_leg", "delete", "diff", "edit", "find", "grep", "jq", "list_dir", "mkdir", "read", "recall", "record_finding", "replace_lines", "request_budget", "request_dec...
{ "host": "worker", "user": "Explore the okhttp-testing-support module to find a suitable location for new test helpers.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "5ba27c828865483e", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:8e4dd99cc886", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
283291a5-7b0d-49d2-aed7-f00ea386a4a8
407ee8e3-3d99-47bf-9942-08e4e9bf3e9d
033e9344-7064-44b8-b083-c36b1f8b4006
worker
explore_readonly
dc3bf9215aac8877
okhttp
qwen3.6-35b-a3b
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Check if the file `HeldCertificateTestHelper.kt` was created.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-jq-tool": false, "native-list-dir-tool": true, "native-read-tool": false...
{ "task_id": "5ba27c828865483e", "repo": "okhttp", "split": "train", "archetype": "refactor", "prompt_group": "okhttp:8e4dd99cc886", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": "implement-dispatch", "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off", "worker_...
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
25
409660bb-acfc-4398-8c6f-ddacfc70c0f2
409660bb-acfc-4398-8c6f-ddacfc70c0f2
350e0de8-f6f8-4760-8378-f2d6502fec7e
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The build is broken. Here is the error:\n`Error: Cannot find module 'lib/core/InterceptorManager'`\nDid I move some files around incorrectly?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command" ], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "run", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-reca...
{ "task_id": "e8970bac6c5e7f9a", "repo": "axios", "split": "train", "archetype": "run_and_verify", "prompt_group": "axios:1f4cb7cc2afb", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
24
40e0be39-5031-43ac-96be-4e42bde8a443
40e0be39-5031-43ac-96be-4e42bde8a443
815e7453-b175-4af0-bf56-83d6fa225b01
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": "Run a static analysis pass over `tree.go` and `router*.go`. I'm worried about potential integer overflows or index-out-of-bounds errors in the radix tree implementation, especially given the fix `3b08cd7` about resetting skipped-nodes stack. Are there any other places where slice o...
{ "tools": [], "requests": [ { "need": "I need to inspect git history and specific commits using tools like git_show, git_log, and git_diff to investigate the mentioned fix 3b08cd7.", "exact": [ "git_diff", "git_log", "git_show" ], "after": [], "scores": { ...
{ "task_id": "f25e0e3bd3f41339", "repo": "gin", "split": "train", "archetype": "security", "prompt_group": "gin:599a9b07301a", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "timeout", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
5
40eb13ac-8ce8-4d2c-b2c9-d02552c205a9
40eb13ac-8ce8-4d2c-b2c9-d02552c205a9
fd6e81e3-8302-419d-b559-1eacbaca7c46
coordinator
implement_investigate
dc3bf9215aac8877
gin
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": "The new QUERY method support (RFC 10008) seems broken. When I try to register a handler like this:\n\n```go\ngin.GET(\"/search\", ...) // Works\ngin.QUERY(\"/search\", ...) // Compile error: undefined: gin.QUERY\n```\n\nI saw commit `5b141df` and `2a1a14f` mentioning QUERY method...
{ "tools": [], "requests": [ { "need": "edit gin.go to add QUERY to IRoutes interface and add a top-level QUERY convenience function", "exact": [ "edit" ], "after": [], "scores": { "source_history": 1, "terminal_send": 0, "pack_board": 0, "gi...
{ "task_id": "e27f728c29f1f9fd", "repo": "gin", "split": "train", "archetype": "bugfix", "prompt_group": "gin:263040eb1371", "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
40ebc3c6-abc1-4a71-8b1d-302b86e93780
40ebc3c6-abc1-4a71-8b1d-302b86e93780
69633435-43ab-4492-8198-5b9d35b22ddf
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": "Can you check if the `axum-macros` tests are passing? I want to make sure my recent changes didn't break the `from_request` macro logic before I proceed.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "command_output", "verify", "wait" ], "requests": [ { "need": "run cargo test on axum-macros crate", "exact": [], "after": [ "verify", "command_output", "wait" ], "scores": { "scan_compare": 0, "git_s...
{ "task_id": "6d60567eb00792fc", "repo": "axum", "split": "train", "archetype": "ops", "prompt_group": "axum:b1c2e9c9e1d2", "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
411fea82-d8de-4cce-bb9e-91051c270ba0
411fea82-d8de-4cce-bb9e-91051c270ba0
8f60d7ae-3313-4372-89ed-0b499a796f33
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": "Run `scripts/lint` and fix the output. I want a clean slate before I push.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "command", "edit" ], "requests": [ { "need": "I need to run a shell command to execute scripts/lint.", "exact": [ "command" ], "after": [ "edit" ], "scores": { "http_request": 0, "task": 0, "delete": 0, "g...
{ "task_id": "1dd40235b1979c04", "repo": "httpx", "split": "train", "archetype": "chores", "prompt_group": "httpx:9337ae058eb7", "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
416921a3-bf89-4e11-bc1c-7dd2844aa2af
416921a3-bf89-4e11-bc1c-7dd2844aa2af
aa66be6b-5254-4de0-8863-106dcaf77d2c
coordinator
implement_investigate
dc3bf9215aac8877
slim
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "The error message in `Slim\\Exception\\HttpForbiddenException.php` is too generic. Change the default message to 'Access to this resource is forbidden.'", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "edit" ], "requests": [ { "need": "Edit a single line in a PHP file to change the default exception message from 'Forbidden.' to 'Access to this resource is forbidden.'", "exact": [ "edit" ], "after": [], "scores": { "web_search": 0, "term...
{ "task_id": "3d09b0058b81f155", "repo": "slim", "split": "train", "archetype": "small_change", "prompt_group": "slim:14b2e4e52e0c", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
11
418ee878-3ddb-45b9-a51f-87772e104d18
418ee878-3ddb-45b9-a51f-87772e104d18
a7a2ee0b-ec98-4c79-bc43-921bc4ca2876
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": "spec/parser/option_spec.rb を見て、オプションの定義が正しくパースされているか確認するためのテストケースがどう書かれているか解説して。", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "0da4a9c26f1c7d44", "repo": "thor", "split": "train", "archetype": "explain_code", "prompt_group": "thor:cfe62c83a4a0", "lang": "ja", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
41e4a7d6-f008-4c7b-902f-2628fa6c5f6f
41e4a7d6-f008-4c7b-902f-2628fa6c5f6f
60722cc0-031e-4cfb-be65-2ccd0c21dfdc
coordinator
implement_investigate
dc3bf9215aac8877
cobra
gemma-4-26b-a4b-it
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm seeing a performance regression in the fish shell completion generation. Could you check `fish_completions.go`? Specifically, look at how we're iterating over commands to generate the completions. There might be an unnecessary loop or redundant string concatenation.", "root_c...
{ "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": "ea54654fd5d6babd", "repo": "cobra", "split": "train", "archetype": "run_and_verify", "prompt_group": "cobra:800880b4c789", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
22
42830c87-6188-4699-bb51-c15b6e370f77
42830c87-6188-4699-bb51-c15b6e370f77
066994fb-acd7-4f03-9faa-8bfca675022b
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 looking at `command.go`. How does the `ValidArgs` field interact with the command execution lifecycle?", "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": "de385d44e338d4f4", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:a9097eb5a974", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
23
42830c87-6188-4699-bb51-c15b6e370f77
42830c87-6188-4699-bb51-c15b6e370f77
38b3861f-303a-4542-b3a8-be844c98fd5f
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Does `ValidArgs` affect the help text generation too?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "grep", "read", "find" ], "loaded": [ "find", "grep", "read" ] }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "de385d44e338d4f4", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:a9097eb5a974", "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
24
42830c87-6188-4699-bb51-c15b6e370f77
42830c87-6188-4699-bb51-c15b6e370f77
0b706b8d-ebf4-4005-99a3-b5865c89cf0a
coordinator
implement_investigate
dc3bf9215aac8877
cobra
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "Show me an example of how to implement a custom validator for `ValidArgs`.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "grep", "find" ], "loaded": [ "find", "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": "de385d44e338d4f4", "repo": "cobra", "split": "train", "archetype": "explain_code", "prompt_group": "cobra:a9097eb5a974", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
15
42a3675a-0971-4c34-97e2-e783c74b6dda
42a3675a-0971-4c34-97e2-e783c74b6dda
28a985a9-aeca-4426-9e1f-1c68a96f4ce8
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": "Bump the version number in composer.json. It looks like we're moving from 4.10.0 to 4.11.0 based on the recent commits.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate" }
{ "tools": [ "git_diff", "git_log", "git_show", "git_status" ], "requests": [ { "need": "git_log, git_show, git_diff, git_status, git_ref, git_branches, git_checkout, git_commit, git_compare, git_stash, git_stash_list, git_blame", "exact": [ "git_blame", "git_branch...
{ "task_id": "dabe182a162990bd", "repo": "slim", "split": "train", "archetype": "chores", "prompt_group": "slim:728e37d8c6bf", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
9
42dc4293-994c-4a5a-a1a1-a3c0ce17e6fd
42dc4293-994c-4a5a-a1a1-a3c0ce17e6fd
d4c88b10-7bc9-41d1-8204-7fbddfb4063d
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 noticed `Slim/Handlers/Strategies` contains RequestHandler, RequestResponse, and RequestResponseNamedArgs. My PSR-15 `RequestHandlerInterface` implementations only need one `handle` method. Why does Slim provide these different strategies for route invocation? When should I use R...
{ "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": "40036e4e413ae087", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:974b2298eca5", "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
42f4e48a-f87f-4d92-b540-f6577926a695
42f4e48a-f87f-4d92-b540-f6577926a695
aa7d2ed3-0471-44ed-baa9-cf227d3a19a0
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": "How does the `DnsOverHttps` class handle query lookups in `okhttp-dnsoverhttps/src/main/kotlin/okhttp3/dnsoverhttps/DnsOverHttps.kt`?", "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": "f4723c46f0d2caec", "repo": "okhttp", "split": "train", "archetype": "explain_code", "prompt_group": "okhttp:be172083c5f1", "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
42f4e48a-f87f-4d92-b540-f6577926a695
42f4e48a-f87f-4d92-b540-f6577926a695
6210f7ca-a826-4f8a-a8ca-bcfa08c86dcb
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": "Show me the internal implementation of `_DnsOverHttpsQuery` used during those lookups.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "read", "list_dir", "find", "grep", "summarize" ...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "answer_only", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": false, "native-list-dir-tool": false, "native-read-tool": false, "native-recall-too...
{ "task_id": "f4723c46f0d2caec", "repo": "okhttp", "split": "train", "archetype": "explain_code", "prompt_group": "okhttp:be172083c5f1", "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
431089be-ad90-41e1-8057-244e8bdc8a24
431089be-ad90-41e1-8057-244e8bdc8a24
7264ed72-b065-4036-b9ed-c607d98efd96
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": "In the recent commit `417c189 Stop decoding route arguments twice`, it looks like there was an optimization in how route arguments are handled. Can you explain the issue that was being caused by decoding arguments twice and how the fix in `RequestHandler` or related strategy classe...
{ "tools": [ "git_show" ], "requests": [ { "need": "git show to inspect the commit, git_diff to see the changes", "exact": [ "git_diff" ], "after": [ "git_show" ], "scores": { "terminal_close": 0, "git_merge": 0, "worker_cancel": ...
{ "task_id": "910745fe27256409", "repo": "slim", "split": "train", "archetype": "question", "prompt_group": "slim:998da4e8058c", "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
43408694-f472-4d4f-80cf-e754f2f359b9
43408694-f472-4d4f-80cf-e754f2f359b9
f66f269b-a5a8-431a-898b-ab47a34f3173
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 test the shell completion logic locally. Can you set up a script to generate a dummy CLI using Cobra and then trigger the bash completion for it? I'll need a temporary token for a mock API it calls, just use a random 32-char hex string.", "root_count": 1, "posture": "...
{ "tools": [ "command", "mkdir", "secret_generate", "write" ], "requests": [ { "need": "Run shell commands to set up a temporary Go project with Cobra CLI, generate token, build binary, and trigger bash completion", "exact": [], "after": [ "mkdir" ], "scor...
{ "task_id": "48a1e29e27fa1d2b", "repo": "cobra", "split": "train", "archetype": "ops", "prompt_group": "cobra:844d1a39a7d0", "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
43408694-f472-4d4f-80cf-e754f2f359b9
43408694-f472-4d4f-80cf-e754f2f359b9
c6e9aac8-5b6a-4539-be3d-246ea3517d82
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": "How do I verify the completion output actually matches the command structure defined in command.go?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_investigate", "recent_tools": [ "update_progress", "command", "read", "...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": true, "native-read-tool": true, "native-recall-tool": fal...
{ "task_id": "48a1e29e27fa1d2b", "repo": "cobra", "split": "train", "archetype": "ops", "prompt_group": "cobra:844d1a39a7d0", "lang": "en", "author_model": "gemma-4-26b-a4b-it", "workflow": null, "task_status": "settled", "run": "pass1v3b", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
16
435863c4-45ea-4daa-b0d3-b5a6e117c186
435863c4-45ea-4daa-b0d3-b5a6e117c186
c911b82f-cca7-4227-bc36-43fb639f44b8
coordinator
implement_investigate
dc3bf9215aac8877
axios
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "O erro `SyntaxError: Cannot use import statement outside a module` está ocorrendo nos testes CJS (`tests/smoke/cjs`). Pelos docs do Node sobre o campo `type` no `package.json`, acho que podemos ter um conflito entre os arquivos `.js` e `.cjs`. Podes me confirmar se a documentação d...
{ "tools": [ "code_rewrite", "command", "fetch_url", "web_search", "write" ], "requests": [ { "need": "run npm test command for CJS smoke tests", "exact": [ "command" ], "after": [ "fetch_url", "web_search" ], "scores": { ...
{ "task_id": "b59fefff92ef4d72", "repo": "axios", "split": "train", "archetype": "docs_online", "prompt_group": "axios:e40de21cf9c8", "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
7
4363cf83-f721-49f4-a38f-a7fb820f3978
4363cf83-f721-49f4-a38f-a7fb820f3978
c3012967-6fc0-4db6-a2ab-130d9450d41e
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": "I noticed a commit `8ba007 deps: bump body-parser to ^2.3.0 to fix CVE-2026-12590`. Can you explain how Express handles body parsing generally? Do I need to manually require `body-parser` or is it included by default now? Look at `lib/express.js` and `lib/application.js` for clues....
{ "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": "d7f9ef975180163b", "repo": "express", "split": "train", "archetype": "question", "prompt_group": "express:a7496f6cf2eb", "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
439ed781-f978-44cc-8b10-071743dad7eb
439ed781-f978-44cc-8b10-071743dad7eb
f8e44655-5343-4296-86ef-b35c426d0bb3
coordinator
implement_investigate
dc3bf9215aac8877
gson
qwen3.6-35b-a3b
false
en
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "ask_user", "find", "grep", "list_dir", "read", "recall", "request_tools", "skills_read", "summarize", "surface_note", "update_progress" ], "loadable": [ "answer_decision", "capture_page", "chmod", "chown", "code_rewrite", "command",...
{ "host": "coordinator", "user": "I'm trying to get this project to build with JDK 25. The recent commit 3f3a1ab mentions support, but my local build is failing. Can you check if there's a specific Maven profile or flag I need to use? Here is the error: [paste error stack trace]", "root_count": 1, "posture": "b...
{ "tools": [ "command", "command_output", "git_show", "wait" ], "requests": [ { "need": "git show to inspect commit 3f3a1ab", "exact": [], "after": [ "git_show" ], "scores": { "page_act": 0, "command_output": 0, "jq": 0, "vi...
{ "task_id": "a5846a1220064708", "repo": "gson", "split": "train", "archetype": "run_and_verify", "prompt_group": "gson:37a9ce091e1b", "lang": "en", "author_model": "qwen3.6-35b-a3b", "workflow": null, "task_status": "settled", "run": "full1-pass1v3b-live", "pass_name": "engine-off" }
{ "model": "glm-5.3-flash", "units": [ "skills", "tools", "requests" ], "decoding": "greedy, seeded order, schema-constrained, low reasoning effort" }
pw-decide-row/1
2
bfbf0d40-b3e8-4756-b13a-1bd2591b2600
43a67f7c-f0ed-4940-8040-ea873738883e
685f8189-4533-4062-9088-15928e98aef5
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 full project structure and summarize its contents, including file layout, tech stack, build system, test framework, and any existing issues or TODOs.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-edit-tool": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": true, ...
{ "task_id": "82629a6ae81c815b", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:cf17a6a0dc38", "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
3
6038b599-2940-448e-9d2d-7e1cd1f7fdba
43a67f7c-f0ed-4940-8040-ea873738883e
cad33dbc-b316-429d-b8df-c38b8850b59c
worker
explore_readonly
dc3bf9215aac8877
thor
gemma-4-26b-a4b-it
false
other
{ "state": "abstained", "reason": "engine unavailable", "preloaded": [], "omitted": [] }
{ "floor": [ "complete_leg", "diff", "find", "git_diff", "git_status", "grep", "jq", "list_dir", "read", "recall", "record_finding", "request_budget", "request_decision", "request_tools", "skills_read", "stat", "summarize", "survey_repo", "wa...
{ "host": "worker", "user": "Conduct a security review of lib/thor/actions.rb and lib/thor/actions/file_manipulation.rb, focusing on path traversal, command injection, and unsafe open-uri usage.", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "explore_readonly" }
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": true, "native-grep-tool": true, "native-jq-tool": true, "native-list-dir-tool": false, "native-read-tool": true, ...
{ "task_id": "82629a6ae81c815b", "repo": "thor", "split": "train", "archetype": "security", "prompt_group": "thor:cf17a6a0dc38", "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
9
43da7c68-db00-4526-8e84-38d6bbc1d22c
43da7c68-db00-4526-8e84-38d6bbc1d22c
23a3bbff-b742-4057-a8ce-218b8f8a0d3e
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": "Parse the `.gitignore` file. I want to know exactly what patterns are being excluded. Specifically, does it ignore `__pycache__/` and `.pyc` files? Also, are there any IDE-specific ignore rules (like `.idea` or `.vscode`) present? Give me a summary of all top-level directory ignore...
{ "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": "ac700077d9e759c5", "repo": "httpx", "split": "train", "archetype": "data_files", "prompt_group": "httpx:22ee3672459e", "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
43ed3d5c-bdf8-4ef8-ad4a-2d7d53c9c8eb
43ed3d5c-bdf8-4ef8-ad4a-2d7d53c9c8eb
ff3d9cda-5a3e-4086-b841-368d36c362c9
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": "How does `okhttp-dnsoverhttps/src/main/kotlin/okhttp3/dnsoverhttps/DnsOverHttps.kt` implement the DNS query resolution? Is it using a specific interceptor or a custom DNS implementation?", "root_count": 1, "posture": "build", "workers_in_flight": 0, "surface": "implement_in...
{ "tools": [], "requests": [], "requested_names": [], "requested_groups": [], "skills": [], "kind": "inspect", "guides": { "claim-evidence": false, "native-find-tool": false, "native-grep-tool": true, "native-list-dir-tool": false, "native-read-tool": true, "native-recall-tool": fa...
{ "task_id": "9b0c93d5d27a91ae", "repo": "okhttp", "split": "train", "archetype": "explain_code", "prompt_group": "okhttp:47a9dd1f9fee", "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" }