mcpbeat

Ac Master Controller

majiayu000/claude-skill-registry-ac-master-controller

Master controller for complete autonomous operation. Use when starting full autonomous projects, managing end-to-end workflow, controlling autonomous lifecycle, or running complete implementations.

This is a copy. The original lives at majiayu000/ac-master-controller.

464 tokens
context cost
the whole folder, loaded on every use
2
files
instructions only
0
copies elsewhere
how many repositories repackaged it
532
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository 
npx skills add https://github.com/majiayu000/claude-skill-registry --skill ac-master-controller

What comes with it

795 bytes besides the instruction
metadata.json

The instruction itself

5 sections, as written by the author

AC Master Controller

Master controller for end-to-end autonomous coding.

Purpose

Provides the highest-level interface for autonomous coding, managing complete project implementations from spec to completion.

Quick Start

from scripts.master_controller import MasterController

controller = MasterController(project_dir)
result = await controller.run_project(
    spec="Build a REST API with user authentication",
    objective="Complete API implementation"
)

Complete Workflow

1. SETUP    → Initialize project and config
2. SPEC     → Generate feature list from spec
3. LOOP     → Run autonomous implementation loop
4. VERIFY   → Final validation
5. REPORT   → Generate completion report

API Reference

See scripts/master_controller.py for full implementation.

How to use it

Copy the folder

Take majiayu000/claude-skill-registry-ac-master-controller from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.