Drive a set of issues or a spec to done as an orchestrator: scout context, delegate each unit's implementation to a subagent, review, and commit per unit.
Converge a repo's convention docs to this workflow's — the counterpart to `setup-matt-pocock-skills`. Docs only; run once per repo after the skills are installed.
Review documentation for document discipline — docstrings, comments, and prose (markdown, ADRs, README) — in a subagent. Use when the user wants to review the docs of a change (a diff), or to audit the docs of named files or the whole repo out of band. Separate from code review, so it runs on its own.
Fold new material — inbox captures and named raw sources — into the karpathy-style wiki as atomic, cross-linked pages. Use when draining the inbox or adding a source.
Audit the karpathy-style wiki for decay — orphans, dead links, contradictions, staleness. Use for an on-demand health check of the vault.
Consult the karpathy-style wiki for knowledge it has already curated — read-only. Reach for it mid-task when you need a concept, convention, tool reference, or past decision the wiki would hold; prefer it over re-deriving. Not for general knowledge, live code state, or facts read straight from the repo.
Present the open issues in dependency order and reason about what to implement next — which are ready, which are blocked, which are underspecified. Use when the user or an orchestrator asks what to work on next, what's blocked, or wants the dependency-ordered backlog before picking work.
Drive a set of issues or a PRD to done as an orchestrator: scout context, delegate each unit's implementation to a subagent, review, and commit per unit.