Can I control what patterns are saved?

Yes, you can configure the config.json to set minimum session lengths, adjust extraction thresholds, and define specific categories of patterns to detect or ignore.

Does this skill slow down Claude Code?

No. The evaluation runs only at the end of a session, meaning it does not add any latency to your individual prompts or tool uses while you are working.

How does the Continuous Learning skill work?

It uses a 'Stop Hook' to analyze your Claude Code session upon closing. It evaluates the session transcript for reusable patterns and saves them as JSON skills for future use.

Where are the learned skills stored?

By default, learned skills are saved to ~/.claude/skills/learned/, allowing you to review, edit, or curate them manually.

Continuous Learning Skill

Name: Continuous Learning Skill
Author: saar120

bysaar120

0•

Productivity & Workflow

Automatically extracts reusable coding patterns and debugging insights from sessions to build a personalized library of learned skills.

This skill transforms your Claude Code experience into an evolving system by automatically analyzing session history upon exit. It identifies successful error resolutions, project-specific conventions, and unique workarounds, saving them into a dedicated directory. By capturing these atomic insights, the skill ensures that Claude becomes smarter over time, reducing repetitive explanations and tailoring its responses to your specific development workflow and codebase idiosyncrasies without interrupting your active coding sessions.

Key Features

010 GitHub stars

02Centralized storage of learned skills in a dedicated local directory

03Customizable extraction thresholds and session length requirements

04Automatic pattern extraction via Session Stop Hooks

05Detection of error resolutions, user corrections, and project conventions

06Non-blocking background evaluation for seamless developer workflow

Use Cases

01Automating the documentation of project-specific coding standards and conventions

02Training Claude on proprietary internal frameworks or non-standard API workarounds

03Building a repository of complex bug fixes to prevent future regressions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add saar120/skillgate-registry continuous-learning

For use in Claude.ai and ChatGPT

Key Features

010 GitHub stars

02Centralized storage of learned skills in a dedicated local directory

03Customizable extraction thresholds and session length requirements

04Automatic pattern extraction via Session Stop Hooks

05Detection of error resolutions, user corrections, and project conventions

06Non-blocking background evaluation for seamless developer workflow

Use Cases

01Automating the documentation of project-specific coding standards and conventions

02Training Claude on proprietary internal frameworks or non-standard API workarounds

03Building a repository of complex bug fixes to prevent future regressions

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add saar120/skillgate-registry continuous-learning

For use in Claude.ai and ChatGPT