Compound Product

A self-improving product system that reads daily reports, identifies the #1 actionable priority, and autonomously implements it. You wake up to a PR ready for review.

Based on Kieran Klaassen's Compound Engineering, Geoffrey Huntley's Ralph pattern, and Ryan Carson's implementation.

No API key needed! Uses Claude Code CLI with your Max subscription.

When to use this skill

• Structuring raw observations into reports - "Turn these notes into a compound report"
• Running the compound workflow - "Run compound on this report"
• Setting up compound in a new repository
• Daily capture - Dump friction, requests, questions throughout the day

Quick invocations