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agent-orchestrator

Classify and delegate tasks to specialized agents with knowledge-file synchronization.

3|Updated Jan 31, 2026
Search Tags:#planning#agents#coordination#orchestrate#multi-domain#knowledge-files
One-click install
npx skills add https://github.com/gwpjp/Web3-Claude --skill agent-orchestrator-gwpjp
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-orchestrator
Source: https://github.com/gwpjp/Web3-Claude/tree/main/.claude/skills/agent-orchestrator
Command: npx skills add https://github.com/gwpjp/Web3-Claude --skill agent-orchestrator-gwpjp

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Agent Orchestrator is the top-level coordinator for all implementation work, analyzing tasks, selecting the right agents, and ensuring cross-domain coordination and knowledge-file synchronization.

Core Features & Use Cases

  • Central task classification and delegation to domain-specific sub-agents (UI, Web3, and knowledge-keepers).
  • Knowledge-file inventory management and synchronization to keep references up-to-date across tasks.
  • Multi-domain orchestration workflows, including plan-mode coordination and cross-tree handoffs.

Quick Start

  1. Load the agent-orchestrator skill and review the agent hierarchy in agent-registry.md.
  2. When a task arrives, classify it into the appropriate domains and delegate to the corresponding sub-agents (e.g., /ui-designer, /web3-implementer).
  3. After completion, verify knowledge files and run the project validation steps as defined by the repository rules.

Frequently Asked Questions about agent-orchestrator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I coordinate multi-domain AI tasks across UI and Web3?▼

Multi-domain AI task coordination is handled by classifying tasks into appropriate domains and delegating them to specialized sub-agents like UI designers or Web3 implementers. This ensures correct agent routing and consistent project knowledge synchronization.

What is cross-domain agent orchestration for complex workloads?▼

Cross-domain agent orchestration analyzes incoming tasks, selects the right specialized agents, and manages knowledge-file synchronization. It applies to multi-domain workloads such as UI design, Web3 implementation, and cross-team planning to ensure correct routing.

How do I keep knowledge files synchronized across different AI agents?▼

Knowledge-file synchronization is maintained through inventory management during task delegation. After sub-agents complete their work, the orchestrator verifies knowledge files and runs project validation steps to keep references up-to-date across all tasks.

Can I use task classification and delegation for cross-team planning?▼

Task classification and delegation supports cross-team planning by routing work to domain-specific sub-agents. It implements plan-mode coordination and cross-tree handoffs to manage specialized agents and keep project knowledge consistent.

Does multi-domain orchestration require specific sub-agents for UI and Web3?▼

Multi-domain orchestration requires loading specialized sub-agents such as a UI designer and a Web3 implementer. The coordinator references an agent hierarchy in a registry file to select the correct agents and apply safety checks during delegation.

When should I not use a centralized agent orchestrator for AI work?▼

A centralized agent orchestrator should not be used for single-domain tasks that do not require cross-tree handoffs or knowledge-file synchronization. It is designed for multi-domain workloads where selecting and coordinating specialized agents is necessary.

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