How does the Learn skill identify what knowledge to save?

It monitors for triggers like the /learn command, specific phrases like 'save this as a skill', or successful resolutions of non-obvious debugging tasks that required significant trial-and-error.

Does it verify information with external sources?

Yes, for technology-specific topics, the skill is designed to perform web searches to ensure the codified knowledge aligns with current (2025+) best practices and official documentation.

Where are the extracted skills stored?

Skills are saved as .mdc files within your project's .claude/rules/ or .claude/skills/ directory, making them part of your repository's version control.

Can I manually trigger a session review?

Yes, you can use the /learn command at the end of any work session to prompt Claude to analyze the history and suggest valuable skills to extract.

How do these skills help other developers?

Extracted skills act as living documentation that Claude uses to guide any developer working in the same codebase, effectively automating the sharing of tribal knowledge.

Autonomous Skill Learner

Name: Autonomous Skill Learner
Author: udecode

byudecode

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生産性とワークフロー

Extracts and codifies reusable technical knowledge from development sessions into persistent Claude Code skills.

The Learn skill transforms Claude Code into a self-improving development assistant by identifying non-obvious solutions, project-specific patterns, and debugging workarounds during active coding sessions. By applying a TDD-inspired approach to knowledge extraction, it ensures that hard-won insights—ranging from complex error resolutions to niche tool integrations—are documented as reusable .mdc files for future use, effectively preventing repeated effort and building a project-specific brain for your codebase.

主な機能

01Automatic extraction of non-obvious debugging solutions and workarounds

02Automated documentation of project-specific architectural patterns

03387 GitHub stars

04Web-researched best practice integration for all new skills

05Session retrospective mode via the /learn command for bulk insight capture

06TDD-mapped skill creation process (Red/Green/Refactor) for accuracy

ユースケース

01Codifying a complex workaround for a legacy API limitation

02Documenting internal architectural conventions for faster team onboarding

03Capturing specific error-to-fix mappings for flaky CI/CD pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add udecode/better-convex learn

For use in Claude.ai and ChatGPT

Download Skill