ac-autonomous-orchestrator
Main orchestrator for autonomous coding operations. Use when running autonomous sessions, coordinating components, managing the full lifecycle, or orchestrating implementations.
npx skills add majiayu000/claude-skill-registry --skill ac-autonomous-orchestrator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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.
- Purpose
- Quick Start
- Orchestration Flow
- Integration
- API Reference
What does the ac-autonomous-orchestrator skill do?
Main orchestrator for autonomous coding operations. Use when running autonomous sessions, coordinating components, managing the full lifecycle, or orchestrating implementations.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill ac-autonomous-orchestrator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.