mcpbeat

Ac Autonomous Orchestrator

majiayu000/ac-autonomous-orchestrator

Main orchestrator for autonomous coding operations. Use when running autonomous sessions, coordinating components, managing the full lifecycle, or orchestrating implementations.

491 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-autonomous-orchestrator

What comes with it

829 bytes besides the instruction
metadata.json

The instruction itself

6 sections, as written by the author

AC Autonomous Orchestrator

Main orchestrator for autonomous coding operations.

Purpose

Coordinates all autonomous coding components, managing the complete lifecycle from initialization through feature completion.

Quick Start

from scripts.autonomous_orchestrator import AutonomousOrchestrator

orchestrator = AutonomousOrchestrator(project_dir)
await orchestrator.initialize(objective="Build user authentication")
result = await orchestrator.run()

Orchestration Flow

1. INIT      → Load config, setup session
2. PLAN      → Generate/load feature list
3. EXECUTE   → TDD implementation loop
4. VALIDATE  → QA review and validation
5. COMMIT    → Git commit changes
6. CONTINUE  → Next feature or handoff

Integration

Coordinates all AC skills for unified operation.

API Reference

See scripts/autonomous_orchestrator.py for full implementation.

How to use it

Copy the folder

Take majiayu000/ac-autonomous-orchestrator 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.