Use when the user says: "clean code check", "style review", "LLM smell check", "code hygiene", "nitpick this", "style check", "find style sins", "nitpicker review", "anal retentive review", "exhaustive style review", "no-filter style report". Dispatches three parallel stylistic checkers — llm-checker (training-bias patterns), lazy-checker (deferred debt), and nitpicker (style hygiene) — and consolidates findings into a report organized by checker with a Summary section for orchestration consumption.
Use when the user says: "review my changes", "run the reviewers", "code and integration review", "readability review", "maintainability review", "sniff test this", "WTF check", "code smells", "is this code any good", "fresh eyes on this branch", "review this directory", "check this module", "review this skill", "review these instructions". Dispatches three parallel reviewers — code, integration, and a readability pass for code; consistency, instruction quality, and writing quality for instruction files — and consolidates findings into one prioritized report.
Use when the user says: "spec this out", "help me define what I want to build", "interview me about this idea", "design this change", "write a design doc", or needs to define WHAT and HOW to build something. Proportional discovery interview + codebase investigation → design.md.
Use when the user says: "draft a plan", "create work packages", "generate WPs", "review this plan", or "check the plan". Turns a design doc into task files and validates them against a traceability-focused checklist.
Use when the user says: 'close gaps in this design', 'fill gaps in the spec', 'lightweight design review', 'gap-close this doc', 'completeness review', or wants to verify a doc has all required content before implementation.
Use when the user says: "ship it" or "commit push and PR". Commits, pushes, and creates a PR in one step.
Use when the user says: "execute the plan", "orchestrate implementation", or "start executing". Runs tasks task-by-task with implementer + reviewer subagent loop.
Use when the user says: "address PR comments", "fix review feedback", "fix failing CI", or "resolve merge conflicts". Triages and resolves PR blockers on GitHub or Azure DevOps.