Where are the learned skills stored?

By default, extracted patterns and learned skills are saved to the ~/.claude/skills/learned/ directory, where you can review, edit, or delete them.

What is the difference between v1 and v2 approaches?

v1 (this skill) extracts full skills based on session endings, while v2 (instinct-based) uses atomic observations with confidence scoring for more granular behavior evolution.

Will this slow down my Claude Code responses?

No. Because it triggers as a Stop hook, the analysis only occurs after your session ends, ensuring zero latency during your actual coding and interaction time.

Can I customize what Claude learns?

Yes. You can edit the config.json to adjust the minimum session length, set extraction thresholds, and define specific patterns to detect or ignore.

How does the Continuous Learning skill work?

It operates as a 'Stop hook' at the end of a session, analyzing the message history to identify and save reusable patterns to your local skill directory for future use.

Continuous Learning Agent

Name: Continuous Learning Agent
Author: affaan-m

byaffaan-m

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172,009

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Productivity & Workflow

Automates the extraction of reusable coding patterns and session insights to build a personalized library of learned skills for Claude Code.

The Continuous Learning skill transforms every Claude Code interaction into a growth opportunity by automatically analyzing session logs upon completion. By utilizing a non-blocking Stop hook, it identifies successful error resolutions, project-specific workflows, and unique workarounds without adding latency to your active development. It creates a persistent memory of 'learned skills' in your local directory, allowing Claude to evolve its behavior based on past successes and your specific corrections, effectively building a customized autonomous coding assistant that understands your unique codebase and preferences.

Key Features

01Local persistence of learned behaviors in ~/.claude/skills/learned/

02Pattern extraction for error resolutions and debugging techniques

03Customizable extraction thresholds and ignore lists via config.json

04Support for project-specific workflow and style retention

05Automatic session evaluation via non-blocking Stop hooks

06172,009 GitHub stars

Use Cases

01Capturing niche framework workarounds automatically during development

02Building a repository of resolved bugs to prevent future regressions

03Training Claude on project-specific architectural rules without manual documentation

Key Features

01Local persistence of learned behaviors in ~/.claude/skills/learned/

02Pattern extraction for error resolutions and debugging techniques

03Customizable extraction thresholds and ignore lists via config.json

04Support for project-specific workflow and style retention

05Automatic session evaluation via non-blocking Stop hooks

06172,009 GitHub stars

Use Cases

01Capturing niche framework workarounds automatically during development

02Building a repository of resolved bugs to prevent future regressions

03Training Claude on project-specific architectural rules without manual documentation