How does semantic affinity mapping work?

It matches the specific topic of a Claude thread (e.g., Topology, DAO, or Automata) to a corresponding world based on a predefined map, ensuring that related tasks are processed in contextually appropriate environments.

What is a 'trit' in Braindance Worlds?

A trit is a base-3 digit with values of -1, 0, or +1. This skill uses trits to hash threads and worlds, allowing for ternary logic operations that maintain system equilibrium.

What is GF(3) conservation in this context?

GF(3) conservation is a mathematical constraint where the sum of all assigned thread trits and world trits equals zero modulo 3, ensuring a balanced and predictable distribution across the network.

Can I add more worlds to the distribution?

Yes, the skill includes a list of unassigned worlds (b, g, h, etc.) that are available for future thread expansion as your project scales.

Braindance World Distributor

Name: Braindance World Distributor
Author: plurigrid

byplurigrid

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Cloud Infrastructure

Manages and distributes Claude threads across Aptos worlds using GF(3) conservation logic for balanced state distribution.

Braindance Worlds is a specialized skill designed for developers managing complex AI thread architectures within Aptos-based environments. It utilizes a Galois Field 3 (GF(3)) algorithm to ensure that the distribution of Claude threads across 'worlds' remains mathematically conserved (Σ ≡ 0 mod 3). By combining trit-based hashing with semantic affinity mapping, this skill allows for the systematic organization of AI workloads—such as automata, topology, and DAO simulations—ensuring that each thread is assigned to an environment that matches its topical context and preserves system equilibrium.

Key Features

018 GitHub stars

02Semantic affinity mapping for topic-to-world alignment

03Support for distributed topological data structures

04GF(3) conservation algorithm for balanced thread distribution

05Trit-based hashing ({-1, 0, +1}) for workload categorization

06Automated shell-based thread assignment utilities

Use Cases

01Implementing conserved state management in topological computing projects

02Balancing AI processing loads across decentralized Aptos world environments

03Organizing large-scale Claude conversation threads by semantic category

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi braindance-worlds

For use in Claude.ai and ChatGPT

Download Skill