one-skill-to-rule-them-all
rebelytics/one-skill-to-rule-them-allMeta-skill that monitors work sessions and improves AI agent skills
PersonalAI & LLM toolingAgent skillsCLIExtension / pluginOther / customAt a glance
- stars on GitHub
- 3.6k
- contributors
- 115+
- last commit
- latest release, 6 days ago
- v3.8.0
- license
- CC-BY-4.0
About
Task Observer is a self-improving meta-skill designed for AI assistants such as Claude Code. It watches user interactions to capture corrections, recurring workflows, and capability gaps, proposing updates to existing skills or drafting new candidates. Users run it inside agent environments by installing the skill bundle or using the skills CLI.
From the repository: “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.”
Downloads
All releases on GitHub ↗Latest release: v3.8.0: test branch merge, first-run and upgrade fixes, consent-free review plumbing, reporting for runs that cannot write, . Its files were downloaded 141 times.
All files (1)
Other files
- task-observer.skill252 KB · 141 downloads
These files come from the project's GitHub release. DigGitHub does not check them.
Alternatives
All alternatives →| Project | Stars | Last commit | License | Worth |
|---|---|---|---|---|
 one-skill-to-rule-them-allThis project | 3.6k | CC-BY-4.0 | 74 | |
 awesome-agent-skillsCurated collection of agent skills for AI coding tools | 37k (best) | MIT | 73 | |
 notebooklm-pyPython API, CLI, and agent skill for Google Gemini NotebookLM | 20k | MIT | 79 | |
 Claude Skills LibraryHundreds of skills and agents for coding tools | 29k | MIT | 90 (best) | |
 Planning with FilesFile-based planning for coding agents | 28k | MIT | 81 |
▲ marks the most stars and the best worth score.
