The meta-skill that builds and improves all your skills, including itself. Watches your work sessions (autonomous or human-led), captures patterns, corrections and judgement calls, and turns them into skill improvements and new skill candidates for your review. Practical application of the Augmented Expertise methodology. Open source: CC BY 4.0.
About the project
One Skill to Rule Them All is a meta-skill that observes work sessions and turns recurring patterns, corrections, and decisions into proposed new skills or improvements to existing ones. It is for people and autonomous agents that want their skills to evolve through use. The catalogue includes the project’s skill for observing and improving other skills.
Monitors task execution for skill improvement opportunities. Use during ANY multi-step task, agentic workflow, or work session where the agent uses tools and produces deliverables. Captures patterns, user corrections, workflow insights, and methodology worth preserving as reusable skills. Also triggers in post-task…