{"repo":"rebelytics/one-skill-to-rule-them-all","free":true,"listed":false,"github":"https://github.com/rebelytics/one-skill-to-rule-them-all","clone":"git clone https://github.com/rebelytics/one-skill-to-rule-them-all.git","description":"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.","language":null,"stars":1889,"topics":["skills","augmented-expertise","agentic-skills","ai-skills","claude","claude-cowork","improve-skills","skill","skill-creation","skill-generation"],"license":"CC-BY-4.0","category":"ai-agents","readme_excerpt":"task-observer - One Skill to Rule Them All The meta-skill that builds and improves all your skills, including itself. In the first six months of using this meta-skill, it logged and applied over 900 improvements across my 50 skills , most of which were themselves created based on observations by the meta-skill. This meta-skill, called \"task-observer\", is a practical application of the Augmented Expertise methodology, an AI framework for knowledge workers. However, users have reported successful integrations into their Hermes and Openclaw setups, so it works equally well with autonomous agents. Why you should use this meta-skill Creating skills is powerful but time-consuming. The skills that do get built stay frozen: they never learn from how you actually use them. Task Observer fixes those problems. It's a meta-skill that runs alongside your work, watches what you do, and does two things: 1. Identifies new skills for you — it spots repeating patterns in your work and flags them as skill candidates, then helps you build them, so you get skills without staring at a blank page 2. Improves your existing skills — it notices corrections you make, preferences you express, and gaps in your current skills, then suggests specific updates You work normally. It watches. Your skill library grows and gets better over time. The self-improving part This is the detail that makes the task observer truly beautiful in my opinion. Because it runs during every session and observes all active skill","default_branch":null,"files":null,"tree":[],"storefront":"/r/rebelytics","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/rebelytics/one-skill-to-rule-them-all/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}