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Get Started Free →Master controller for complete autonomous operation. Use when starting full autonomous projects, managing end-to-end workflow, controlling autonomous lifecycle, or running complete implementations.
.claude/skills/majiayu000-ac-master-controller/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -33% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -64% | 0% |
| case-06 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -37% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -74% | 0% |
Master controller for end-to-end autonomous coding.
Provides the highest-level interface for autonomous coding, managing complete project implementations from spec to completion.
pythonfrom scripts.master_controller import MasterController controller = MasterController(project_dir) result = await controller.run_project( spec="Build a REST API with user authentication", objective="Complete API implementation" )
1. SETUP → Initialize project and config
2. SPEC → Generate feature list from spec
3. LOOP → Run autonomous implementation loop
4. VERIFY → Final validation
5. REPORT → Generate completion reportSee scripts/master_controller.py for full implementation.
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