Where are the learned skills stored?

By default, the extracted skills are saved to ~/.claude/skills/learned/ where they can be reviewed, curated, or used in future sessions.

Can I customize what the skill considers 'learnable'?

Yes, you can edit the config.json to adjust the minimum session length, set extraction thresholds, and define specific categories like 'workarounds' or 'debugging_techniques' to prioritize.

How does the Continuous Learning skill trigger?

It runs as a Stop hook at the end of every Claude Code session, ensuring it has access to the full context of the conversation for accurate pattern analysis.

Does this add latency to my Claude Code responses?

No. Because it uses a Stop hook, the analysis only happens after you have finished your session, so it never interrupts your active coding workflow.

How does this compare to manual learning?

While the /learn command allows for manual extraction mid-session, this skill automates the process so you never forget to document a hard-won solution.

Continuous Learning for Claude Code

Name: Continuous Learning for Claude Code
Author: saar120

bysaar120

0•

Productivity & Workflow

Automatically extracts reusable patterns and solutions from Claude Code sessions to build a personalized library of learned skills.

The Continuous Learning skill transforms Claude Code into a self-improving assistant by automatically analyzing session transcripts upon completion. Using a lightweight 'Stop hook,' it identifies valuable technical patterns—such as specific error resolutions, project conventions, and clever workarounds—and saves them as reusable skill files in your local directory. This ensures that the time spent debugging or explaining project nuances translates into long-term efficiency, allowing Claude to remember and apply these insights in future sessions without repetitive prompting.

Key Features

01Configurable session length and extraction thresholds

02Local storage of learned behaviors in ~/.claude/skills/learned/

03Customizable filtering to exclude trivial typos or one-time fixes

04Automated post-session analysis using non-blocking Stop hooks

05Intelligent pattern detection for error resolutions and workarounds

060 GitHub stars

Use Cases

01Building a project-specific knowledge base of complex debugging techniques

02Automating the capture of recurring architectural patterns and coding styles

03Reducing repetitive explanations by persisting unique project conventions

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

01Configurable session length and extraction thresholds

02Local storage of learned behaviors in ~/.claude/skills/learned/

03Customizable filtering to exclude trivial typos or one-time fixes

04Automated post-session analysis using non-blocking Stop hooks

05Intelligent pattern detection for error resolutions and workarounds

060 GitHub stars

Use Cases

01Building a project-specific knowledge base of complex debugging techniques

02Automating the capture of recurring architectural patterns and coding styles

03Reducing repetitive explanations by persisting unique project conventions

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