Can I automate the learning process?

Yes, the skill includes support for stop hooks that can automatically trigger session analysis and pattern extraction when you finish a task.

What does the Continuous Learning skill actually do?

It analyzes your interactions with Claude Code to identify repeatable patterns, solutions, and workflows, then saves them as structured Markdown files for future reference.

Can I turn these patterns into new Claude skills?

Absolutely. The skill is designed to help you identify patterns that can eventually be codified into project-specific SKILL.md files.

How do I share these learnings with my team?

Since the learnings are saved as standard Markdown files in your repository, you can share them through Pull Requests, project Wikis, or team meetings.

Where are the learned patterns and documentation stored?

All extracted knowledge is stored locally within your project directory at .claude/learnings/, making it easy to track via version control.

Continuous Learning

Name: Continuous Learning
Author: tadokoro-ryusuke

bytadokoro-ryusuke

Learning & Documentation

Captures and codifies reusable patterns, solutions, and best practices from active development sessions into a structured knowledge base.

About

The Continuous Learning skill for Claude Code enables the automatic extraction and organization of institutional knowledge during the development process. By analyzing session activity—including commands used, file changes, and problems solved—it identifies recurring patterns and saves them as structured Markdown documentation. This ensures that valuable insights and technical solutions are preserved for future use, team sharing, and project-specific skill generation, preventing the loss of critical context and tribal knowledge between development cycles.

Key Features

Capability to convert frequently used patterns into project-specific Claude Code skills
Automatic learning triggers via session stop hooks for passive knowledge capture
Structured pattern extraction including context, implementation details, and code examples
Automated session analysis of commands, file changes, and problem-solving approaches
0 GitHub stars
Centralized knowledge storage in .claude/learnings/ with an organized index system

Use Cases

Creating a searchable 'lessons learned' repository within a project to onboard new developers
Documenting complex bug fixes or architectural patterns for future reference
Standardizing error handling and API integration patterns across a development team

About

Key Features

Capability to convert frequently used patterns into project-specific Claude Code skills
Automatic learning triggers via session stop hooks for passive knowledge capture
Structured pattern extraction including context, implementation details, and code examples
Automated session analysis of commands, file changes, and problem-solving approaches
0 GitHub stars
Centralized knowledge storage in .claude/learnings/ with an organized index system

Use Cases

Creating a searchable 'lessons learned' repository within a project to onboard new developers
Documenting complex bug fixes or architectural patterns for future reference
Standardizing error handling and API integration patterns across a development team