Improve

Autonomous skill improvement loop inspired by karpathy/autoresearch. You modify a skill, evaluate whether it got better, keep or discard, repeat.

Your originals are always safe. The loop works on a copy. Nothing changes until you say so.

Setup

When the user says "improve [skill name]":

1. Locate the skill. Read skills/<name>/SKILL.md. If it doesn't exist, ask the user which skill they mean.