Runs benchmark, QA, or smoke-test loops with explicit budgets, artifacts, diagnosis, and approval gates
Maintains durable file-based memory using PARA-style organization, daily notes, and atomic facts
Diagnoses why agentic work stopped, looped, or drifted, then proposes bounded recovery rules
Converts plans into executable task graphs with clear owners, dependencies, and parallel work lanes
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and Spec (does the code match what the originating issue/PRD asked for?). Runs both reviews in parallel sub-agents and reports them side by side. Use when the user wants to review a branch, a PR, work-in-progress changes, or asks to "review since X".
Sets up an `## Agent skills` block in AGENTS.md/CLAUDE.md and `docs/agents/` so the engineering skills know this repo's issue tracker, triage label vocabulary, and domain doc layout. Use when installing Matt Pocock's skills in a repo, before first use of `to-issues`, `to-prd`, `triage`, `diagnose`, `tdd`, `improve-codebase-architecture`, or `zoom-out`, or when those skills appear to be missing repo context.
Set up Husky pre-commit hooks with lint-staged (Prettier), type checking, and tests in the current repo. Use when user wants to add pre-commit hooks, set up Husky, configure lint-staged, or add commit-time formatting/typechecking/testing.
Turn the current conversation context into a PRD draft and, with approval, publish it to the project issue tracker. Use when user wants to create a PRD from the current context.