This document contains practices specifically designed for AI-first development. Browse through it, find the sections that resonate with your workflow, and copy them into your repository for your AI assistant to follow.
The loop descriptions are comprehensive templates—you can copy them directly to create your own loop specifications tailored to your project. The specification examples provide building blocks for creating your own project specs, architecture docs, and other living documentation.
📁 Quick Guide: Where to Save Each Section
When adopting sections from this document, copy them into these suggested spec files:
- Operating Loops →
OPERATING_LOOPS.md
or individual files likeCI_GREEN_LOOP.md