ac-master-controller
The ac-master-controller orchestrates end-to-end autonomous coding projects through a five-stage workflow: setup, specification generation, autonomous implementation looping, verification, and reporting. Use this skill when initiating complete autonomous projects that require centralized lifecycle management from initial specification through final implementation and validation.
git clone --depth 1 https://github.com/majiayu000/claude-skill-registry /tmp/ac-master-controller && cp -r /tmp/ac-master-controller/skills/agent/ac-master-controller ~/.claude/skills/ac-master-controllerSKILL.md
# 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.Use when you need to install the embedded robot agents into either .cursor/agents or .claude/agents, selecting the destination interactively and copying the embedded agent definitions from project assets. This should trigger for requests such as Install embedded agents; Bootstrap .cursor/agents; Bootstrap .claude/agents; Copy robot agents. Part of cursor-rules-java project
Use when you need to generate an AGENTS.md file for a Java repository — covering project conventions, tech stack, file structure, commands, Git workflow, and contributor boundaries — through a modular, step-based interactive process that adapts to your specific project needs. This should trigger for requests such as Create AGENTS.md; Update AGENTS.md file; Add agent instructions. Part of cursor-rules-java project
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Generated skill from request: trinity auto-boot validator
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