How does the Continuous Learning skill save new patterns?

It utilizes a 'Stop' hook that triggers at the end of a session to analyze the transcript, identifying successful outcomes and saving them as new skills to your ~/.claude/skills/learned/ directory.

What is the minimum requirement for a session to be analyzed?

By default, the skill evaluates sessions with at least 10 messages to ensure there is enough context to extract meaningful and reusable patterns.

Does this add latency to my Claude Code messages?

No. Because it runs as a Stop hook, the analysis only occurs after your session is finished, ensuring your active coding workflow remains fast and responsive.

Can I customize what Claude learns?

Yes, you can edit the config.json to adjust the extraction threshold, define which patterns to detect (like error resolutions or workarounds), and set ignore patterns for minor issues like typos.

Continuous Learning

Name: Continuous Learning
Author: arabicapp

byarabicapp

•

生産性とワークフロー

Automatically extracts reusable coding patterns and debugging techniques from Claude sessions to build a persistent knowledge base.

The Continuous Learning skill transforms Claude from a transient assistant into a self-improving agent by automatically analyzing completed sessions for high-value insights. By utilizing a specialized stop hook, it identifies successful error resolutions, framework workarounds, and project-specific conventions, saving them as modular skills in a dedicated directory. This ensures that once a complex problem is solved, Claude retains the logic and can apply it to subsequent tasks without manual intervention or redundant prompting, effectively growing more capable with every interaction.

主な機能

01Automated session analysis triggered by post-session stop hooks

02Local storage of learned skills for persistent across-session memory

03Support for project-specific convention capture and enforcement

041 GitHub stars

05Pattern detection for error resolutions, workarounds, and debugging techniques

06Configurable session length thresholds and extraction sensitivity

ユースケース

01Retaining complex fixes for obscure library bugs to prevent repetitive troubleshooting

02Capturing and enforcing project-specific coding standards based on previous session corrections

03Building a personalized library of workarounds for framework-specific quirks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add arabicapp/everything-claude-code continuous-learning

For use in Claude.ai and ChatGPT

Download Skill