ac-master-controller
Master controller for complete autonomous operation. Use when starting full autonomous projects, managing end-to-end workflow, controlling autonomous lifecycle, or running complete implementations.
npx skills add majiayu000/claude-skill-registry --skill ac-master-controller-adaptationio-skrillz-3 --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 Master Controller Master controller for end-to-end autonomous coding. ## Purpose Provides the highest-level interface for autonomous coding, managing complete project implementations from spec to completion. ## Quick Start ```python from 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" ) ``` ## Complete Workflow ``` 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 report ``` ## API Reference See `scripts/master_controller.py` for full implementation.
- Purpose
- Quick Start
- Complete Workflow
- API Reference
What does the ac-master-controller skill do?
Master controller for complete autonomous operation. Use when starting full autonomous projects, managing end-to-end workflow, controlling autonomous lifecycle, or running complete implementations.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill ac-master-controller-adaptationio-skrillz-3 --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.