GitHub Repository

The meta-skill that builds and improves all your skills, including itself. Watches your work sessions, captures corrections and judgement calls, and turns them into skill improvements automatically. Practical application of the Augmented Expertise methodology. Open-source, domain-agnostic, CC BY 4.0.

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A Claude meta-skill that improves all your skills, including itself

Name: A Claude meta-skill that improves all your skills, including itself
Availability: InStock
Author: rebelytics

by rebelytics·Feb 16, 2026·1 point·1 comment

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AI Analysis

●●SolidBig BrainNiche Gem

The Take

It watches your Claude sessions, captures corrections and repeated flows, and produces structured observation logs plus candidate SKILL.md drafts so your skill library can grow without manual audits. The pragmatic split of writing to the filesystem in Cowork versus producing a handoff doc for the web shows an awareness of platform limits. Clever idea, but the README promises methodology without live examples, metrics, or privacy details, so it's interesting on paper more than battle-tested.