AC Master Controller

SkillAI & models

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

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the AC Master Controller skill

About this capability

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

What this skill tells your AI

The instructions your AI receives, as published by majiayu000/claude-skill-registry in skills/agent/ac-master-controller-adaptationio-skrillz-3/SKILL.md and read by ahel’s review.

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.

Signals

GitHub stars
607
Forks
94
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ac-master-controller-majiayu000
Source
github.com/majiayu000/claude-skill-registry