Someone already built the thing you wanted Claude to do.

Understands your task description in plain English and finds matching skills from the catalog, with a 1-sentence explanation of what each does and why it fits.

Asks relentless follow-ups on your design, strategy, or roadmap — one branch at a time — until you've thought through the gaps and can defend every trade-off.

Walks through your plan line-by-line, flags where it conflicts with your domain model or past decisions in CONTEXT.md and ADRs, and updates those docs as the gaps resolve.

Reads your codebase, architecture-decision records, and domain language docs, then surfaces tightly-coupled modules, testability gaps, and consolidation opportunities with a priority order.

Writes a failing test that captures the requirement, then builds the minimal code to pass it, then refactors for clarity. Keeps you from gold-plating.

Adds a one-time config block to your AGENTS.md pointing Claude skills at your issue tracker, labels, and docs structure — so triage and issue-creation skills know where to write.

Distills the current chat thread into a tight handoff document—decisions made, open questions, context—so the next Claude instance starts without backlog.

Scaffolds a minimal web app with toggleable UI variations or state logic, so you can click through a design before writing the real thing. No build step needed.