Run a regression-tests-first, smell-by-smell deslop/refactor workflow that preserves behavior and raises signal quality. Use when the user asks to "cleanup", "refactor", "deslop", or when follow-up code has duplicates, dead code, weak boundaries, or fallback-like slop.
Run read-only deep repository analysis and return a ranked synthesis with explicit confidence, concrete file references, and clear evidence-vs-inference boundaries. Use when a user says "analyze", "investigate", "why does", "what's causing", or needs grounded cross-file explanation before any changes are proposed.
Deprecated compatibility shim for Claude advisor requests. Use `ask` with the claude backend instead.
Deprecated compatibility shim for Gemini advisor requests. Use `ask` with the gemini backend instead.
Ask a locally installed external advisor CLI (Claude or Gemini) for focused questions, reviews, brainstorming, or second opinions, and capture a reusable artifact. Use when the user wants a Claude/Gemini second opinion, "ask claude", or "ask gemini".
Strict autonomous delivery loop that runs deep-interview, ralplan, ultragoal, code-review, and ultraqa in order with automatic re-planning when gates are not clean. Use on "autopilot", "autonomous", "build me", "create me", "make me", "full auto", "handle it all", or "I want a/an…".
Durable professor-critic research workflow bound to a tracked goal, with validation-gated completion. Use when a research mission needs ongoing goal-focused management plus professor/critic-style validation.
Stateful validator-gated research loop that keeps nudging until explicit validation evidence exists. Use when a research output is a bounded deliverable that must pass a script or professor-critic validator, not for ordinary pre-planning docs lookup.