continuous-learning

Extract reusable patterns from Claude Code session transcripts and save them as new skills.

1|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/ShunmeiCho/claude-config --skill continuous-learning-shunmeicho
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/ShunmeiCho/claude-config/tree/main/config/skills/continuous-learning
Command: npx skills add https://github.com/ShunmeiCho/claude-config --skill continuous-learning-shunmeicho

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This skill automates the process of identifying and saving reusable patterns from your Claude Code sessions, turning your interactions into a knowledge base for future use.

Core Features & Use Cases

  • Automatic Pattern Detection: Identifies common problem-solving techniques, error resolutions, and workarounds within your conversations.
  • Skill Extraction: Saves these identified patterns as new, reusable skills.
  • Customizable Configuration: Allows you to define what patterns to detect and ignore, and set a minimum session length for evaluation.
  • Use Case: After a complex debugging session, this skill can automatically extract the steps taken to resolve the issue, creating a new skill that can be invoked the next time a similar problem arises.

Quick Start

Ensure the continuous-learning skill is configured as a Stop hook in your settings.json to automatically evaluate sessions.

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 session transcripts?

You can extract reusable patterns from Claude Code sessions by configuring this skill as a Stop hook. It automatically evaluates completed session transcripts to identify and save effective problem-solving techniques as new skills.

Can I automate knowledge management to save debugging solutions as skills?

Yes, you can automate knowledge management to save debugging solutions by configuring this skill to run as a Stop hook. It automatically identifies error resolutions and workarounds from your sessions, saving them as reusable skills for future problems.

What is automatic pattern detection for post-session analysis?

Automatic pattern detection for post-session analysis is the process of scanning completed Claude Code conversations to identify common problem-solving techniques, error resolutions, and workarounds, then extracting them into a reusable knowledge base.

How do I configure which session patterns to detect and ignore?

You can configure pattern detection by defining specific rules for what patterns to detect and what to ignore. The skill also allows you to set a minimum session length threshold to ensure only substantial interactions are evaluated.

Do I need session transcripts to generate new learned skills?

Yes, you need completed Claude Code session transcripts to generate new learned skills. The skill analyzes these transcripts using configurable pattern detection logic to identify and save effective techniques for future use.