Install, register, namespace, verify, or remove one or more GitHub Actions self-hosted runners on a Linux or macOS host. Use when a user provides a GitHub repository or organization URL and wants a persistent runner managed by systemd on Linux or launchd on…
Map an existing codebase's architecture and the reasons behind its design, then quiz the user whiteboard-defense style until they can explain and defend it. Builds an evidence-tagged map in `docs/map/` (a high-altitude overview first, then one region at a…
Build and maintain a feature map for an app — short markdown files that tell agents what each user-facing feature is, how a user reaches it, how to drive it (selectors, commands, requests, accessibility identifiers), what result to observe, and the gotchas —…
Decide whether claimed bugs are real by running an adversarial hearing on each claim — a Prover argues it's reachable, a Skeptic hunts for what prevents it, and an independent Referee rules confirmed, refuted, or unclear — with an isolated repro test when…
Write or improve landing-page marketing copy for a product by reading its codebase, so every claim is backed by code that actually ships. Produces a scannable page (hero, how it works, features, who it's for) that lets a first-time visitor understand the…
Write or update decision and implementation-plan records in a repository's records directory (usually `docs/records/`, also known as ADRs, decision logs, or design docs). Use for architecture, product, design, privacy, security, dependency, delivery, or other…
Audit a project you build with AI agents by mining your own local agent session logs (Claude Code, Pi, Codex) for papercuts, bugs, and design flaws — the friction visible in what you actually typed rather than what the README claims. Use this when the user…
Run a marketing/positioning pass on an open source repo's README and public-facing docs so a developer landing on it for the first time immediately understands what it is, why it exists, and how to use it. Use this whenever the user wants to improve a repo's…