What is triadic fanout in this context?

It is a process of splitting a single parent task into three distinct parallel roles—Validator, Coordinator, and Generator—to ensure a balanced and thorough execution flow.

Does this skill require specific hardware?

Yes, it is optimized for macOS on Apple Silicon to utilize the MLX framework for local inference and the 'say' command for auditory feedback.

How does it ensure deterministic results?

It uses the SplitMix64 algorithm to fork a parent seed into three unique but repeatable child seeds for each agent role.

What is GF(3) conservation?

It is a mathematical constraint ensuring that the sum of the trits (-1, 0, +1) across the agents always equals zero mod 3, maintaining system balance.

Ordered Locale Fanout

Name: Ordered Locale Fanout
Author: plurigrid

byplurigrid

•

数据科学与机器学习

Orchestrates triadic parallel agent dispatch with deterministic seeding and voice-specific locales for high-performance Apple Silicon workflows.

Ordered Locale Fanout is a sophisticated orchestration skill that splits complex tasks into three parallel agents: the Validator (MINUS), the Coordinator (ERGODIC), and the Generator (PLUS). Based on Heunen-van der Schaaf’s 2024 ordered locale theory, it ensures triadic balance (GF(3) conservation) while leveraging macOS native voices for auditory distinction and the MLX framework for local LLM inference. This skill is ideal for developers needing deterministic, multi-role agent execution on Apple Silicon hardware.

主要功能

01Deterministic child-seed forking using the SplitMix64 algorithm

02High-performance local LLM inference via Apple MLX integration

038 GitHub stars

04Triadic parallel dispatch splitting work into Validator, Coordinator, and Generator roles

05Native macOS voice integration for auditory locale identification

06Mathematical GF(3) conservation to ensure compositional coherence

使用场景

01Auditory monitoring of concurrent background tasks through localized voice feedback

02Running deterministic multi-agent simulations with local LLMs on macOS

03Parallelizing code review, architectural synthesis, and feature generation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi ordered-locale-fanout

For use in Claude.ai and ChatGPT

Download Skill