Can I manually trigger the learning process?

Yes, you can use the /learn command mid-session to manually extract patterns and save them as skills before the session ends.

How does the Continuous Learning skill detect patterns?

It analyzes your session transcripts at the end of each interaction to identify recurring error fixes, specific user corrections, and unique project conventions that can be reused later.

Does this skill slow down my Claude Code interactions?

No, the skill uses a 'Stop' hook, meaning it runs only once you finish a session. This ensures there is zero latency added to your active chat or coding process.

Is every session analyzed for learning?

By default, the skill evaluates sessions with 10 or more messages to ensure there is sufficient context to extract meaningful and accurate patterns.

Where are the learned patterns stored?

All patterns are saved locally to your filesystem at ~/.claude/skills/learned/ to ensure your data remains private and accessible only to you.

Continuous Learning

Name: Continuous Learning
Author: Eotel

byEotel

0•

生产力与工作流

Automates the extraction and storage of reusable coding patterns and project-specific knowledge from your Claude Code sessions.

The Continuous Learning skill transforms every Claude Code interaction into a repository of future knowledge by automatically identifying valuable patterns at the end of each session. By analyzing session transcripts for error resolutions, debugging techniques, and project-specific conventions, it saves 'learned skills' to your local environment, ensuring that Claude becomes smarter and more context-aware over time. This skill is essential for developers looking to reduce repetitive explanations and build a personalized AI assistant that adapts to their specific codebase and workflow quirks.

主要功能

01Manual pattern extraction mid-session using the /learn command

02Customizable extraction thresholds and configurable ignore patterns

03Pattern detection for error resolutions, workarounds, and debugging

04Local storage of learned skills for complete data privacy

050 GitHub stars

06Automatic session evaluation via non-blocking Stop hooks

使用场景

01Building a personal knowledge base of library-specific workarounds and performance optimizations

02Capturing complex debugging workflows to prevent reinventing solutions for recurring bugs

03Standardizing project-specific coding conventions across multiple development sessions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add eotel/claude-marketplace continuous-learning

For use in Claude.ai and ChatGPT

Download Skill