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continuous-learning

Extract reusable patterns from Claude Code sessions into a learned-skills repository.

Updated Jan 16, 2026
Search Tags:#automation#claude-code#pattern-extraction#learned-skills#continuous-learning#stop-hook#session-end
One-click install
npx skills add https://github.com/Eotel/claude-marketplace --skill continuous-learning-eotel
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/Eotel/claude-marketplace/tree/main/plugins/base/skills/continuous-learning
Command: npx skills add https://github.com/Eotel/claude-marketplace --skill continuous-learning-eotel

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Core Features & Use Cases

  • Session-end evaluation identifies repeatable patterns from Claude Code transcripts
  • Pattern extraction and saving to ~/.claude/skills/learned/
  • Use Case: Example: after a long Claude Code session, common fixes and improvements are saved for later reuse

Quick Start

Enable the Stop hook for continuous-learning and trigger evaluation after Claude Code sessions to automatically save learned skills to ~/.claude/skills/learned/.

Frequently Asked Questions about continuous-learning

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically extract reusable patterns from Claude Code sessions?▼

To automatically extract reusable patterns from Claude Code sessions, you can use a stop-hook workflow that evaluates session transcripts upon exit and saves discovered patterns to a local skills repository like ~/.claude/skills/learned/.

What is continuous learning in Claude Code?▼

Continuous learning in Claude Code is an automated pattern extraction process that identifies repeatable fixes from your session transcripts and persists them as learned skills for future reuse.

Can I configure a minimum session length before triggering pattern extraction?▼

Yes, you can configure a minimum session length threshold within the stop-hook settings to ensure only substantial Claude Code sessions trigger the pattern extraction and skill saving workflow.

How do I save learned skills automatically when a Claude Code session ends?▼

You can save learned skills automatically at session end by enabling a stop-hook that triggers an evaluation of your Claude Code transcript, extracting common improvements and storing them in ~/.claude/skills/learned/.

Where are extracted skills stored after a Claude Code session?▼

Extracted skills are stored in a dedicated local directory, typically configured as ~/.claude/skills/learned/, allowing you to build an incremental repository of patterns discovered during your Claude Code sessions.

Does continuous learning require any external dependencies to save session patterns?▼

No, continuous learning operates without external dependencies, relying solely on the native Claude Code stop-hook mechanism to evaluate transcripts and persist extracted patterns to your local storage path.

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