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Get Started Free →Main orchestrator for autonomous coding operations. Use when running autonomous sessions, coordinating components, managing the full lifecycle, or orchestrating implementations.
.claude/skills/majiayu000-ac-autonomous-orchestrator/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | -24% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -55% | 0% |
| case-04 | ✗→✓ | ▲ Improved | -52% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -33% | 0% |
Main orchestrator for autonomous coding operations.
Coordinates all autonomous coding components, managing the complete lifecycle from initialization through feature completion.
pythonfrom scripts.autonomous_orchestrator import AutonomousOrchestrator orchestrator = AutonomousOrchestrator(project_dir) await orchestrator.initialize(objective="Build user authentication") result = await orchestrator.run()
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 handoffCoordinates all AC skills for unified operation.
See scripts/autonomous_orchestrator.py for full implementation.
Other measured skills in the registry, with their headline benchmark lift.