continuous-learning

Evaluate Claude Code sessions and extract reusable learning patterns into skills.

41|8|Updated Feb 7, 2026
One-click install
npx skills add https://github.com/codelably/harmony-claude-code --skill continuous-learning-codelably
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: continuous-learning
Source: https://github.com/codelably/harmony-claude-code/tree/main/docs/zh-TW/skills/continuous-learning
Command: npx skills add https://github.com/codelably/harmony-claude-code --skill continuous-learning-codelably

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically evaluate Claude Code sessions to surface reusable learning patterns and convert them into learned skills for future use.

Core Features & Use Cases

  • Automatic session analysis that inventories frequent actions and decisions.
  • Pattern extraction that stores reusable techniques under ~/.claude/skills/learned/.
  • Practical use cases include turning debugging workflows, common fixes, and project-specific conventions into quick-start skills to accelerate future sessions.

Quick Start

Run the extraction after a session to persist learned patterns for future use.

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 sessions?

You can extract reusable patterns by running a config-driven extractor that automatically evaluates Claude Code sessions to surface recurring techniques, storing them as learned skills under ~/.claude/skills/learned/.

What types of learning patterns can be extracted from development sessions?

Pattern extraction targets error_resolution, user_corrections, and debugging_techniques, converting recurring actions and decisions from diverse projects into quick-start skills for future sessions.

When should I run session analysis to capture debugging workflows?

Run session analysis after a Claude Code session to persist learned debugging workflows, common fixes, and project-specific conventions, ensuring recurring techniques are captured for future use.

Does continuous learning require any external dependencies to write learned skills?

No, continuous learning requires no external dependencies, using a config-driven extractor to write extracted patterns directly to the local ~/.claude/skills/learned/ directory.

Can I turn common fixes and project-specific conventions into quick-start skills?

Yes, automatic session analysis inventories frequent actions and decisions, turning common fixes and project-specific conventions into quick-start skills to accelerate future sessions.