continuous-learning

Extract reusable patterns from Claude Code conversations and save them as learned skills.

25|13|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/aaione/everything-claude-code-cn --skill continuous-learning-aaione
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/aaione/everything-claude-code-cn/tree/main/skills/continuous-learning
Command: npx skills add https://github.com/aaione/everything-claude-code-cn --skill continuous-learning-aaione

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the extraction of reusable patterns from Claude Code conversations and saves them as learned skills for future reuse.

Core Features & Use Cases

  • Automatic session evaluation: runs at the end of each session to identify patterns worth reusing.
  • Pattern persistence: saves learned skills under ~/.claude/skills/learned/ for cross-session reuse.
  • Low-friction learning: leverages a Stop hook to avoid impacting normal conversation flow while enriching capabilities.

Quick Start

End a Claude Code session to trigger evaluation and save detected patterns to the learned-skills directory.

Frequently Asked Questions about continuous-learning

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

FAQPage Schema
How do I extract reusable patterns from Claude Code conversations?

You can extract reusable patterns from Claude Code conversations by ending a session, which triggers an automatic evaluation to identify and save recurring solutions for future use.

What is continuous learning in Claude Code and how does it work?

Continuous learning in Claude Code uses a Stop hook to automatically evaluate sessions upon completion, extracting reusable techniques and persisting them without disrupting your normal conversation flow.

How do I save learned skills for reuse in future Claude Code sessions?

To save learned skills for future Claude Code sessions, the system automatically persists identified patterns under the ~/.claude/skills/learned/ directory during end-of-session evaluation.

Does Claude Code support automatically capturing recurring solutions without manual input?

Yes, Claude Code supports automatically capturing recurring solutions by leveraging a Stop hook that runs at the end of each session to identify patterns and save them with low friction.

Where are extracted skills stored for cross-session reuse in Claude Code?

Extracted skills are stored under the ~/.claude/skills/learned/ directory in your home folder, ensuring persisted patterns are accessible for cross-session reuse in future workflows.

Will session evaluation hooks impact my normal conversation flow in Claude Code?

No, the session evaluation leverages a Stop hook to avoid impacting your normal conversation flow, ensuring low-friction learning while enriching your capabilities in the background.