orchestrator

Standardize Captain-to-Soldier delegation briefings with governance rules for AI agents.

Updated Apr 17, 2026
One-click install
npx skills add https://github.com/ctxr-dev/agent-staff-engineer --skill orchestrator-ctxr-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/ctxr-dev/agent-staff-engineer/tree/main/skills/orchestrator
Command: npx skills add https://github.com/ctxr-dev/agent-staff-engineer --skill orchestrator-ctxr-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill provides a clear operator reference for delegating tasks between Captain and Soldiers, including standardized briefing templates and binding rules.

Core Features & Use Cases

  • Explorer, Implementer, and Reviewer briefing templates to structure Soldier prompts.
  • Clear rules and examples to guide delegation and maintain boundaries between shapes.
  • Guidance for writing well-formed Soldier briefs that respect the orchestration contract.

Quick Start

Provide a Captain-level briefing to assemble a Soldier prompt for a delegation scenario.

Frequently Asked Questions about orchestrator

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

FAQPage Schema
How do I structure delegation prompts for distributed AI agents?

You structure delegation prompts for distributed AI agents by applying standardized briefing templates and governance rules, ensuring each specialized role has strict boundaries and triggers for execution.

What is the best way to orchestrate tasks between a Captain and specialized Soldier roles?

Orchestrating tasks between a Captain and specialized Soldier roles requires standardizing delegation briefings and enforcing governance rules across project scopes to maintain clear operational boundaries.

When do I need to use Explorer, Implementer, and Reviewer roles in AI task delegation?

You need to use Explorer, Implementer, and Reviewer roles in AI task delegation when tasks require distinct phases of planning, execution, and review across distributed project scopes.

Can I use standardized briefing templates to maintain boundaries between multiple AI agents?

Yes, you can use standardized briefing templates to maintain boundaries between multiple AI agents by enforcing governance rules that define strict shapes and triggers for each specialized role.

How do I write well-formed Soldier briefs that respect the orchestration contract?

You write well-formed Soldier briefs that respect the orchestration contract by following documented briefing templates and binding rules located in the subagent-orchestration configuration file.

What are the limitations of using predefined shapes for AI agent delegation?

The limitation of using predefined shapes for AI agent delegation is that tasks are strictly constrained to the Explorer, Implementer, and Reviewer profiles, requiring adherence to binding governance rules.