omp-review

Triage and act on a review/feedback document, finding-by-finding, with a per-finding response report. Invoke when the user says "address this review", "resolve findings", "triage review", "fix review feedback", or "work through this review". Accepts a review file as argument (e.g. REVIEW.md, IMPLEMENTATION_REVIEW.md, plans/REVIEW-*.md) and produces a per-finding disposition report.

Drive a complete implementation from a plan through a bounded implement → implementation-review → address-review loop, then run an inline simplification pass using the code-simplifier skill instructions; never spawn code-simplifier as a task subagent. Use this skill when the user asks to "run an implementation loop", "implement this plan and iterate until clean", "execute a plan with implementation review", "spawn an implementation reviewer and address findings", or wants an implementation analog of review-loop. Use review-loop instead when the deliverable is only a pre-execution plan or proposal.

Compares a completed implementation against its original project plan to identify gaps, divergences, and opportunities for improvement. Invoke when the user says "compare this to the plan", "check implementation against plan", "audit implementation", "does this match the plan", "review implementation", or "is the implementation complete". Produces a read-only categorized report highlighting what was built, what was missed, what diverged, and where code can be simplified, streamlined, or made more resource-efficient.

Iteratively review and improve a plan until an independent review has no remaining actionable concerns. A bounded wrapper that runs `review-plans` in a fresh independent reviewer subagent each pass and revises the plan with the `address-review` triage pattern. Use this skill when the user asks to "run a review loop", "review and address until clean", "spawn a reviewer and integrate comments", "repeat review until all concerns are resolved", or wants a reusable loop that combines review-plans with address-review. Use implementation-loop instead when the deliverable is executable code, configuration, or documentation produced from a plan.

Rigorous pre-execution audit of software development and data science project plans. Invoke when the user says "review this plan", "audit this proposal", "evaluate this design doc", "review project plan", "check this RFC", "review this data pipeline", "audit this architecture", or "evaluate model design". Produces a categorized markdown report with severity ratings and actionable feedback for the developer who authored the plan.

Interactive Socratic questioning to discover uncertainty before a written plan is ready. Invoke when the user says "stress-test this idea", "find hidden assumptions", "grill me", or asks for Socratic questioning or critical interrogation of their thinking.