orchestrator

Name: orchestrator
Availability: InStock
Author: nikolaj-lat

Enforce interview-driven delegation workflows for World Puppeteer background agents.

14|7|Updated Apr 25, 2026

Search Tags:#workflow #delegation #agents #orchestrator #worldbuilding #background-tasks

Ready to run

npx skills add https://github.com/nikolaj-lat/World-Puppeteer --skill orchestrator-nikolaj-lat

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: orchestrator
Source: https://github.com/nikolaj-lat/World-Puppeteer/tree/main/.claude/skills/orchestrator
Command: npx skills add https://github.com/nikolaj-lat/World-Puppeteer --skill orchestrator-nikolaj-lat

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Enforces a disciplined delegation workflow for World Puppeteer projects, ensuring the interview phase drives design and no direct edits to data files occur, keeping the creative process safe, auditable, and high-quality.

Core Features & Use Cases

Enforces an interview-first workflow to extract a precise vision and requirements.
Spawns and coordinates background agents to execute tasks without interrupting the user dialogue.
Establishes guardrails, review, and presentation steps to ensure consistent quality across all content domains (characters, locations, items, quests, factions, and more).
Provides a repeatable orchestration loop: interview, delegate, converse, review, present, and repeat.

Quick Start

Describe your world-building goal in detail, then let the orchestrator spawn background agents to execute the plan and return reviewed results.

Frequently Asked Questions about orchestrator

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

FAQPage Schema

How do I delegate worldbuilding tasks to background agents without losing context?▼

You can delegate worldbuilding tasks by using an interview-first workflow that extracts a precise vision and then spawns background agents to execute tasks without interrupting your main dialogue.

What is the best workflow for coordinating autonomous agents in creative projects?▼

The best workflow for coordinating autonomous agents is a repeatable orchestration loop: interview, delegate, converse, review, present, and repeat. This ensures consistent quality across all content domains.

How can I prevent autonomous agents from directly editing my data files?▼

You can prevent direct edits to data files by establishing guardrails within your delegation workflow. This keeps the creative process safe, auditable, and high-quality by preventing unsafe actions.

Does the orchestrator workflow support worldbuilding for characters, locations, and quests?▼

Yes, the orchestrator workflow applies across content domains to spawn specialized agents for characters, locations, items, quests, and factions, ensuring consistent quality through review and presentation steps.

Why does my worldbuilding delegation workflow need an interview phase before spawning agents?▼

An interview phase is needed to drive design by extracting a precise vision and requirements. Satisfying this operational requirement ensures explicit autonomy instructions for the spawned background agents.

Can I use background task execution to manage worldbuilding content domains autonomously?▼

Yes, you can use background task execution to manage worldbuilding content domains autonomously. The orchestrator enforces explicit interview-driven vision and spawns specialized agents while preventing unsafe actions.