m-claude

Plugin framework for Claude Code — self-learning AI manager with determinism, delegation, and evolution.

Plugins

Plugin	Purpose
core	Self-learning workflow — init, learn, prompt-optimize
lead	workmux setup and usage guide for parallel AI agent work
docs	Keep documentation in sync with code changes
research	Multi-agent research and brainstorming

Core Beliefs

1. Context is power — answer quality = context quality
2. Determinism > improvisation — playbook exists → use it; no → create & save
3. Delegation > execution — route to the right tool/agent
4. Evolution is mandatory — learnings → system improvements

Workflow

Request → Playbook exists? → Execute
               ↓ no
          Solve → /learn → Save as playbook

Prerequisites

Tool	Required by	Install
Claude Code	all	https://claude.ai/code
plugin-dev	core	Claude Code marketplace
workmux	lead	brew install raine/tap/workmux && workmux setup --skills
tmux	lead	brew install tmux

Quick Start

# Install from marketplace
claude mcp add-from-marketplace m-claude-plugins

# Or install individual plugins
claude plugin add ./plugins/core
claude plugin add ./plugins/lead
claude plugin add ./plugins/docs
claude plugin add ./plugins/research

# Initialize in your project
/init local

Structure

m-claude/
├── plugins/
│   ├── core/          # Commands, agents, skills for self-learning
│   ├── lead/          # workmux setup and parallel agent orchestration
│   ├── docs/          # Documentation sync from code changes
│   └── research/      # Multi-agent research + brainstorming
├── docs/              # Framework documentation
│   ├── plugin-core.md
│   ├── plugin-lead.md
│   ├── plugin-docs.md
│   └── plugin-research.md
└── CLAUDE.md          # Project instructions

Documentation

See docs/ for detailed plugin documentation.