---
name: AC Autonomous Orchestrator
slug: ac-autonomous-orchestrator
category: AI Engineering
description: AC Autonomous Orchestrator coordinates autonomous coding operations from initialization through planning, execution, validation, and commit. Use it to run full-session implementations or manage multiple components together.
github: "https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-autonomous-orchestrator"
language: HTML
stars: 575
forks: 88
install: "npx degit https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-autonomous-orchestrator ~/.claude/skills/ac-autonomous-orchestrator"
installs_to: ~/.claude/skills/ac-autonomous-orchestrator
source_path: skills/agent/ac-autonomous-orchestrator/SKILL.md
collection_size: 23
category_size: 2451
collection_url: "https://dirskills.com/collections/majiayu000/claude-skill-registry"
added: 2026-08-25T05:14:10.552Z
last_synced: 2026-08-25T05:14:10.552Z
canonical_url: "https://dirskills.com/skills/ac-autonomous-orchestrator"
---

# AC Autonomous Orchestrator

AC Autonomous Orchestrator coordinates autonomous coding operations from initialization through planning, execution, validation, and commit. Use it to run full-session implementations or manage multiple components together.

**Install:**

```bash
npx degit https://github.com/majiayu000/claude-skill-registry/tree/main/skills/agent/ac-autonomous-orchestrator ~/.claude/skills/ac-autonomous-orchestrator
```

## README

# 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

```python
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.