Feedback Loop
feedback-loop
Update CLAUDE.md or rules when patterns of errors emerge
SKILL.md
Full skill instructions
Feedback Loop
When Claude makes the same mistake repeatedly, capture the learning.
When to Use
- Same error type 2+ times
- Project convention violated
- Important pattern discovered
Process
- Identify Pattern - What mistake? What's correct?
- Choose Location
- Project-specific: Add to project's
CLAUDE.md - Global: Add to
~/.claude/rules/via Nix
- Project-specific: Add to project's
- Write the Rule
- Verify - Clear and actionable?
Example
After repeatedly missing --impure flag:
## Nix Flakes
- Always use `--impure` flag (required for private submodule)
- Use `rebuild` alias instead of raw commands