rustidi

Continuous Learning — Development skill for Claude Code

Development community

Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

How to install Continuous Learning

Installs to ~/.claude/skills/rustidi-ml-portfolio-continuous-learning/SKILL.md

Terminal

mkdir -p ~/.claude/skills/rustidi-ml-portfolio-continuous-learning && curl -fsSL https://raw.githubusercontent.com/rustidi/ml-portfolio/HEAD/skills/continuous-learning.md -o ~/.claude/skills/rustidi-ml-portfolio-continuous-learning/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Continuous Learning does

name: continuous-learning description: Automatically extract reusable patterns from Claude Code sessions and save them as learned skills for future use.

Continuous Learning Skill

Automatically evaluates Claude Code sessions on end to extract reusable patterns that can be saved as learned skills.

When to Activate

Setting up automatic pattern extraction from Claude Code sessions
Configuring the Stop hook for session evaluation
Reviewing or curating learned skills in `~/.clau

Alternatives in Development

Claudeception — A Claude Code skill for autonomous skill extraction and continuous learning 2.2k ★
Continuous Claude — Run Claude Code in a continuous loop, autonomously creating PRs, waiting for checks, and merging 1.3k ★
Kaizen — Applies continuous improvement methodology with multiple analytical approaches, based on Japanese Kaizen philo 663 ★