Ac Autonomous Orchestrator Skill for Claude
Main orchestrator for autonomous coding operations. Use when running autonomous sessions, coordinating components, managing the full lifecycle, or orchestrating implementations.
Install
one command, takes just this skill from the repositorynpx skills add https://github.com/majiayu000/claude-skill-registry --skill ac-autonomous-orchestratorWhat comes with it
829 bytes besides the instructionThe instruction itself
6 sections, as written by the authorAC 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
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.
Other skills for the same job
different authors, same section of the catalogue
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Replace with description of the skill and when Claude should use it.
Use when creating new skills, editing existing skills, or verifying skills work before deployment
This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.
Use when executing implementation plans with independent tasks in the current session
How to use it
Take majiayu000/ac-autonomous-orchestrator from the repository into ~/.claude/skills for personal
use, or into .claude/skills inside a project.
The agent identifies a skill by the name field in its header. Two skills with the
same name cannot sit side by side — one of them will be ignored.