
Evaluate a bug-labeled issue for reproducibility, root cause, and fix difficulty; post a structured assessment comment.
Break a tracking issue into sub-issues via clawflow issue create + add-sub; posts a checklist comment and emits agent-decomposed.
Implement a code fix for a ready-for-agent issue: create a branch, write the code, open a PR.
Evaluate a feat-labeled issue for clarity, scope, and architectural fit; post a structured assessment comment.
Answer user questions about the project: read code, search external knowledge, provide helpful technical answers.
Reply to an issue mention (@agent …): read the context, answer briefly and honestly.
Check whether all sub-issues of a tracking issue are complete via GitHub native sub-issue API; emits agent-closed when done or agent-watching while pending.
Triage an unlabeled issue into bug, feat, or question by reading title + body, then add the label so the matching operator picks it up on the next pass.
Project-level Pilot operator that audits each member repo's CLAUDE.md and the project's context.md / goals.md / testing.md / deployment.md against a 12-dimension rubric, then proposes concrete updates the user can apply with one click.
Project-level PM operator that audits each repo's CLAUDE.md and the project's context.md / testing.md / deployment.md against a 12-dimension rubric, then proposes concrete updates the user can apply with one click.
Use the `clawflow` CLI to manage GitHub/GitLab projects locally: view and operate on issues, PRs, and labels without leaving the terminal. Trigger on ANY of: user mentions 'clawflow' or 'ClawFlow'; user asks to list/create/view/comment on issues or PRs; user asks to manage labels; user asks to add/manage repos; user mentions local git project operations or VCS management.