Use when reviewing code for bugs with finder, challenger, and referee roles, especially when independent review is needed to reduce false positives.
Optimize an agent skill through bounded repeated trials, binary evaluations, targeted prompt mutations, and auditable keep/discard decisions. Use when asked to optimize, benchmark, evaluate, or systematically improve an existing skill. Produces an improved candidate skill, run artifacts, a results log, and a mutation changelog without overwriting the original.
Review uncommitted git changes for bugs/regressions via Codex MCP and present a structured report. Use when asked to review local changes or find bugs in current work. Requires Codex MCP to be configured.
Organize raw project documentation into a focused, cross-linked docs/ structure with an adaptive INDEX.md and a recommended AGENTS.md entry point. Preserve the source's natural document types; create stories only when they already exist and incremental slices only when the user wants them. Use when starting from raw documentation or restructuring scattered project docs.
Record one web application feature flow as a compact GIF using an existing Playwright installation. Use when the user asks for a visual demo, changelog artifact, documentation asset, or pull-request evidence. Creates local capture artifacts first; installation, publication, commits, uploads, and pull-request edits always require separate approval.
Coordinate specialized agent roles across complex tasks using dependency-aware planning, explicit ownership, structured handoffs, safe integration, and evidence-based quality gates. Use when work has multiple independent streams or genuinely benefits from isolated expertise; fall back transparently when the runtime cannot provide separate workers.
Draft and, after approval, capture an observed reusable lesson in an existing skill's gotchas.md. Use after a verified bug, architecture error, process failure, or misunderstanding when the lesson can be generalized without exposing project or user information.
Run a portable, evidence-based review of the changes intended for merge. Use before merging a branch to inspect correctness, security, maintainability, tests, documentation, and review coverage without modifying the changes.