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.