Does it slow down my chat sessions?

No, it operates as a 'Stop' hook, meaning it only runs once you finish a session, ensuring no impact on real-time messaging performance.

Where are the learned skills stored?

By default, learned skills are saved to your local directory at ~/.claude/skills/learned/ where they can be accessed by future Claude sessions.

How does the Continuous Learning skill work?

It runs a script at the end of each Claude Code session to analyze the transcript for valuable patterns and saves them to your local skills directory for future use.

Can I control what Claude learns?

Yes, you can configure the config.json to set message length thresholds, specify ignore patterns, or disable auto-approval to review skills manually.

Continuous Learning

Name: Continuous Learning
Author: ShunmeiCho

byShunmeiCho

0•

生产力与工作流

Automatically captures and preserves reusable coding patterns, error resolutions, and project-specific knowledge from your Claude Code sessions.

The Continuous Learning skill enhances your development workflow by automatically analyzing Claude Code sessions upon completion to identify valuable insights. By detecting recurring patterns such as debugging techniques, framework workarounds, and specific project conventions, it saves these findings as persistent skills for future use. This ensures that Claude grows more effective over time, retaining context from previous problem-solving sessions without adding latency to your active chat experience, making it an essential tool for developers who want a self-optimizing AI assistant.

主要功能

010 GitHub stars

02Persistent storage of learned skills in a local directory

03Customizable extraction thresholds and session length requirements

04Non-blocking execution via session 'Stop' hooks

05Categorized pattern detection for errors, workarounds, and conventions

06Automated session evaluation and pattern extraction

使用场景

01Preserving unique framework workarounds discovered during complex debugging sessions

02Reducing repetitive prompting by allowing Claude to 'remember' previous error resolutions

03Building a project-specific knowledge base of coding conventions and architectural styles

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add shunmeicho/claude-config continuous-learning

For use in Claude.ai and ChatGPT

Download Skill