rustidi

Continuous Learning V2 — Development skill for Claude Code

Development community

Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.

How to install Continuous Learning V2

Installs to ~/.claude/skills/rustidi-ml-portfolio-continuous-learning-v2/SKILL.md

Terminal

mkdir -p ~/.claude/skills/rustidi-ml-portfolio-continuous-learning-v2 && curl -fsSL https://raw.githubusercontent.com/rustidi/ml-portfolio/HEAD/skills/continuous-learning-v2.md -o ~/.claude/skills/rustidi-ml-portfolio-continuous-learning-v2/SKILL.md

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

What Continuous Learning V2 does

name: continuous-learning-v2 description: Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination. version: 2.1.0

Continuous Learning v2.1 - Instinct-Based Architecture

An advanced learning system that turns your Claude Code sessions into reusable knowledge through atomic "instincts" - small learned behavior

Alternatives in Development

Claudeception — A Claude Code skill for autonomous skill extraction and continuous learning 2.2k ★
Instinct Export — Export instincts from project/global scope to a file 1.9k ★
Continuous Claude — Run Claude Code in a continuous loop, autonomously creating PRs, waiting for checks, and merging 1.3k ★