Summary
- Engineering-discipline toolkit for non-technical users working with AI coders.
- Wields KISS, DRY, YAGNI, fail-fast, and idempotency as commands.
- Use when the user asks to audit, simplify, clean up, dedupe, or harden code; or says "make this simpler", "any duplicates?", "is this safe to run twice", "explain this app", "find dead code", "simplify the plan", or "find silent failures".