Where are the learned skills stored?

By default, the extracted patterns are saved as learned skills in the ~/.claude/skills/learned/ directory, allowing you to manage or delete them as needed.

Can I control what patterns are saved?

Yes, you can customize the config.json file to define specific patterns to detect, such as error resolutions or debugging techniques, and set ignore rules for things like typos.

Does it extract patterns from every short interaction?

The system includes a configurable minimum session length (defaulting to 10 messages) to ensure it only analyzes substantial sessions where meaningful patterns are likely to emerge.

How does the Continuous Learning skill work?

It executes a script at the end of every Claude Code session to analyze the conversation transcript for reusable solutions, which it then saves to your local skills folder for future use.

Will this slow down my coding experience?

No, the skill is configured as a 'Stop hook,' meaning it only runs after you have closed or ended your session, ensuring zero latency during your active development work.

Continuous Learning System

Name: Continuous Learning System
Author: AmbushData

byAmbushData

0•

生産性とワークフロー

Automatically captures and stores reusable coding patterns, error resolutions, and project-specific conventions from your AI coding sessions.

The Continuous Learning skill transforms Claude Code into an evolving development partner by automatically analyzing session transcripts for valuable insights. By operating as a post-session 'Stop hook,' it identifies successful workarounds, debugging techniques, and user corrections, saving them as persistent skills in your local environment. This ensures that unique solutions discovered during a coding session—such as handling specific library quirks or architectural patterns—are preserved and can be instantly reapplied in future tasks, significantly reducing repetitive problem-solving and improving the context-awareness of your AI assistant.

主な機能

01Persistent storage of learned skills in a structured local directory

02Non-blocking 'Stop hook' implementation that preserves real-time performance

03Automated session evaluation based on configurable message length thresholds

04Pattern detection for error resolutions, workarounds, and project-specific logic

05Customizable filtering to ignore noise like typos or one-time fixes

060 GitHub stars

ユースケース

01Automating the capture of project-specific naming conventions and coding standards

02Building a local knowledge base of workarounds for legacy framework quirks

03Preserving complex debugging steps for recurring environment-specific issues

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ambushdata/ai_setup continuous-learning

For use in Claude.ai and ChatGPT

Download Skill