AC Master Controller FAQs

Question 1

What is the AC Master Controller skill?

Accepted Answer

The AC Master Controller is a high-level orchestration skill for Claude Code designed to manage the entire autonomous software development lifecycle from initial setup to final reporting.

Question 2

How does the autonomous workflow operate?

Accepted Answer

The skill follows a five-step process: Setup (initialization), Spec (feature generation), Loop (autonomous implementation), Verify (validation), and Report (completion summary).

Question 3

What are the primary benefits of using a Master Controller?

Accepted Answer

It reduces the cognitive load on developers by handling the logic of 'what to do next' in a project, ensuring that specs are followed and code is verified before the task is considered finished.

Question 4

Can this skill be used for existing repositories?

Accepted Answer

Yes, the Master Controller can be initialized within any project directory to manage specific autonomous coding objectives or large-scale feature implementations.

Question 5

Does it require manual intervention during the implementation loop?

Accepted Answer

While it is designed for autonomous operation, it provides structured verification and reporting steps so developers can review progress and ensure the output meets the original specification.

AC Master Controller

Key Features

Use Cases

AC Master Controller

Key Features

Use Cases