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ac-autonomous-orchestrator

The ac-autonomous-orchestrator manages the complete lifecycle of autonomous coding operations by coordinating component initialization, planning, test-driven development execution, validation, and version control commits. Use it when running autonomous development sessions that require orchestrated management across multiple features or when implementing full project workflows from objective definition through completion.

View source Repository: claude-skill-registry

Install in Claude Code

Copy

git clone --depth 1 https://github.com/majiayu000/claude-skill-registry /tmp/ac-autonomous-orchestrator && cp -r /tmp/ac-autonomous-orchestrator/skills/agent/ac-autonomous-orchestrator ~/.claude/skills/ac-autonomous-orchestrator

Then start a new Claude Code session; the skill loads automatically.

Definition

SKILL.md

# 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.