Agent Orchestration

About

This skill establishes a rigorous methodology for orchestrator AI models to delegate tasks to specialist sub-agents within the Claude Code environment. By focusing on 'world-building' context—defining the Where, What, and Why—instead of prescriptive implementation (the How), it empowers sub-agents to leverage their full 200k context window and specialized toolsets effectively. The framework includes standardized delegation templates, pre-delegation checklists to prevent context rot, and patterns for defining success criteria that align with the scientific method, ensuring high-quality, verifiable outcomes in complex multi-agent workflows.

Key Features

• Scientific method alignment for agent hypothesis and experimentation
• World-building resource patterns for high-fidelity tool guidance
• 3 GitHub stars
• Standardized Task tool invocation templates for sub-agent prompts
• Pre-delegation verification checklists to ensure context clarity
• Strategic boundaries that preserve sub-agent autonomy and expertise

Use Cases

• Standardizing task delegation for specialist sub-agents in large repos
• Managing investigative tasks where root causes are unknown
• Coordinating complex multi-agent coding workflows and refactors