lofn-orchestration

Orchestrate multi-agent creative workflows from brief to validated Lofn artifacts.

19|1|Updated Mar 26, 2024
One-click install
npx skills add https://github.com/LocalSymmetry/lofn --skill lofn-orchestration
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: lofn-orchestration
Source: https://github.com/LocalSymmetry/lofn/tree/main/skills/orchestration
Command: npx skills add https://github.com/LocalSymmetry/lofn --skill lofn-orchestration

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill orchestrates complex creative jobs by turning a brief into a validated, multi-step Lofn pipeline with the right personality, expert panels, and downstream handoffs.

Core Features & Use Cases

  • Pipeline Control: Manages the full sequence from core seed and dispatch brief through debates, synthesis, metaprompting, and pair assignments.
  • Creative Routing: Selects or generates the best personality and panel for image, music, story, video, or animation work.
  • Reliability Guardrails: Enforces preflight checks, phase gates, packet validation, and canonical artifacts so downstream agents can launch cleanly.
  • Use Case: Use this Skill when you need a competition-ready creative brief that coordinates multiple agents and produces a structured handoff for generation.

Quick Start

Ask Lofn to orchestrate the project from the provided brief, select the best personality and panel, and produce the validated handoff packet for the target modality.

Frequently Asked Questions about lofn-orchestration

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

FAQPage Schema
How do I orchestrate a multi-agent creative pipeline from a brief?

To orchestrate a multi-agent creative pipeline, this Skill transforms a brief into a validated Lofn seed, panel, metaprompt, and handoff artifacts. It manages the full sequence from dispatch through debates and synthesis to downstream pair assignments.

How does personality selection and expert debate work for creative routing?

Personality selection and expert debate work by choosing or generating the best personality and panel for image, music, story, video, or animation tasks. The pipeline routes creative work by applying panel debates and phased direction to validate outputs.

Can I use this creative pipeline for video and animation tasks?

Yes, you can use this creative pipeline for video and animation tasks. It explicitly supports image, music, story, video, and animation modalities by selecting the appropriate personality and panel for each specific creative format.

What's the best way to ensure downstream agents launch cleanly in a multi-agent workflow?

The best way to ensure downstream agents launch cleanly is by enforcing preflight checks, phase gates, packet completeness validation, and canonical artifacts. These reliability guardrails allow creative coordinators to launch safely.

Do I need any external dependencies to run the Lofn creative pipeline?

No, you do not need any external dependencies to run the Lofn creative pipeline. The Skill operates independently to turn your brief into a competition-ready structured handoff packet for generation.

Why does my multi-agent creative workflow fail during phase transitions?

Multi-agent creative workflows fail during phase transitions when preflight checks and packet completeness are not enforced. This Skill prevents failures by applying phase gates and validating canonical artifacts before downstream routing.