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Capture corrections from work sessions and automatically improve your AI skills.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "one-skill-to-rule-them-all" yet — see the docs or source repo.
Observe this content-writing session, capture all my corrections and judgment calls on wording, structure, and factual phrasing, and turn them into reusable skill improvement suggestions.
A list of corrections, reasoning behind decisions, and proposed rules to add to the skill.
Based on my code review comments and decision criteria, summarize rules that would improve future coding skill performance and mark which ones should be prioritized.
Skill improvement items for future tasks, including each rule, where it applies, and its priority.
Analyze my repeated corrections and decision choices in this work session and distill them into a general skill that can keep improving itself.
A general skill improvement summary explaining what was learned, how to update it, and how to reuse it later.
Developers, writers, or product managers can use it to capture repeated corrections to AI outputs during everyday work and convert them into reusable skill improvements.
When a team wants to learn judgment standards from real work sessions instead of manually maintaining prompts, this skill can continuously accumulate and refine behavioral rules.
Because it is an open-source, domain-agnostic meta-skill, it can apply the augmented expertise approach across different task types to improve other skills with one mechanism.
It is a meta-skill for building and improving other skills. It watches your work sessions, captures corrections and judgment calls, and automatically turns them into skill improvements.
The description says it is domain-agnostic, meaning it is not limited to a specific field. It can be used across different kinds of work wherever there are corrections and decisions to learn from.
The provided information only says it is open source and licensed under CC BY 4.0, with no installation steps or dependency details. See the source repository for exact setup information.
Enable AI skills to learn from experience and improve over time.
Capture user corrections, detect recurring mistakes, and suggest preventive workflow fixes.
Design, review, and package reusable Agent Skills and SKILL.md files.
Generate test scenarios and measure how well agents follow skills and rules.
Turn a repeated workflow into a reusable skill file from the current session.
Create, refine, and evaluate AI skills for better performance and triggering accuracy.