ai-orchestrator

What problem does it solve?

This Skill enables orchestration of AI coding tasks using external tools like Claude Code, Codex CLI, GitHub Copilot CLI, and OpenCode CLI. It ensures control and quality throughout the process, reducing the reliance on AI and maintaining human oversight.

Core Features & Use Cases

• Selective Delegation: Delegates tasks to external AI tools when it improves quality, speed, or context management.
• End-to-End Workflow: Covers planning, delegation, verification, testing, final synthesis, and delivery.
• Role-Based Execution: Supports orchestrator, senior worker, and junior worker roles with distinct capabilities and limitations.
• Model Selection: Allows selection of the best AI model for the task at hand.
• Delegation Discipline: Ensures self-contained worker requests with clear contracts and outputs.
• Use Case: If you need to implement a feature in a codebase, you can use this Skill to orchestrate the task across several AI tools, ensuring the final result is reviewed and verified before commit.

Quick Start

Use the ai-orchestrator skill to implement the feature 'add a new endpoint' in the project 'myapp', using Claude Code for initial implementation, Codex CLI for refactoring, and GitHub Copilot CLI for code review.