agent_orchestration

Transform user requests into structured delegation prompts for specialist AI agents.

43|11|Updated Dec 27, 2025
One-click install
npx skills add https://github.com/vuralserhat86/antigravity-agentic-skills --skill agent-orchestration-vuralserhat86
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent_orchestration
Source: https://github.com/vuralserhat86/antigravity-agentic-skills/tree/main/skills/agent_orchestration
Command: npx skills add https://github.com/vuralserhat86/antigravity-agentic-skills --skill agent-orchestration-vuralserhat86

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill transforms user requests into structured, context-rich prompts for specialist AI agents, ensuring they have all the necessary information to perform their tasks effectively and efficiently.

Core Features & Use Cases

  • Structured Prompt Generation: Creates prompts with clear CONTEXT, TASK, and REQUIREMENTS sections.
  • Agent Handoff Optimization: Ensures specialist agents (like CTO Architect, ML Architect) receive complete context for design, validation, or ML-specific tasks.
  • Use Case: After clarifying a user's need for a new system architecture, use this skill to generate a detailed prompt for the cto-architect agent, including business goals, constraints, and desired deliverables.

Quick Start

Use the agent_orchestration skill to create a delegation prompt for the cto-architect agent based on the following user request and constraints.

Frequently Asked Questions about agent_orchestration

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

FAQPage Schema
How do I delegate tasks to specialist AI agents effectively?

Delegating tasks to specialist AI agents requires structured prompts with clear context, task definitions, and requirements. This skill transforms user requests into structured delegation prompts, ensuring specialist agents have all necessary information for effective execution.

What is agent orchestration in workflow automation?

Agent orchestration coordinates specialist AI agents by transforming user requests into structured delegation prompts. It ensures clear communication and defined scope for roles like CTO Architect, Strategic Mentor, and ML Architect, optimizing context and task definition for effective execution.

How do I create structured prompts for ML Architect or CTO Architect agents?

Creating structured prompts for ML Architect or CTO Architect agents involves defining context, task, and requirements sections. This skill generates detailed delegation prompts including business goals, constraints, and desired deliverables for specialist agent handoff optimization.

Can I use this skill to pass business goals and constraints to a specialist agent?

Passing business goals and constraints to a specialist agent is supported by this skill. It transforms user requests into context-rich delegation prompts, ensuring specialist agents receive complete context including business goals, constraints, and desired deliverables for design and validation tasks.

Does agent orchestration work without external dependencies?

Agent orchestration works without external dependencies, relying solely on scripts and references. It transforms user requests into structured delegation prompts for specialist AI agents, optimizing context, task definition, and requirements for effective execution.

What is the best way to structure prompts for AI agent handoff?

The best way to structure prompts for AI agent handoff is to use clear context, task, and requirements sections. This skill generates structured delegation prompts that ensure specialist agents receive complete context and defined scope for effective task execution.