Is this skill specific to the Aptos blockchain?

Yes, it is designed to work within the Aptos world structure as defined in the plurigrid/asi ecosystem for topological data management.

How does Semantic Affinity work?

The skill maps specific letters to topics (e.g., 't' for Topology, 'd' for DAO) to ensure threads are stored in worlds that are contextually relevant to their content.

What does GF(3) conservation mean for my threads?

It is a mathematical constraint where threads are hashed into trits (-1, 0, +1) to ensure the total sum across all worlds is 0 modulo 3, preventing data skew in your distribution.

Can I expand the number of worlds used?

Absolutely. The skill includes a set of unassigned worlds (b, g, h, etc.) that are reserved for future thread distribution and scaling.

Braindance Worlds

Name: Braindance Worlds
Author: plurigrid

byplurigrid

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Productivity & Workflow

Distributes and organizes Claude conversation threads across Aptos worlds using GF(3) mathematical conservation laws.

Braindance Worlds is a specialized skill for Claude Code designed to manage the distribution of agentic threads across decentralized Aptos environments. It utilizes a Galois Field 3 (GF(3)) algorithm to ensure that the sum of thread trits and world values remains conserved (Σ ≡ 0 mod 3), maintaining mathematical integrity across the ecosystem. This tool is essential for developers working with topological data structures, providing a systematic way to map semantic topics—such as DAOs, WASM64, and Topology—to specific world nodes based on affinity and hashing.

Key Features

01Aptos World Integration: Specifically built for distributing state across Aptos-based decentralized infrastructures.

022 GitHub stars

03Scalable Allocation: Provides a framework for assigning threads to future worlds as the ecosystem grows.

04Semantic Affinity Mapping: Automatically matches thread topics to corresponding worlds based on character-topic relationships.

05Trit-based Hashing: Converts thread IDs into trits (-1, 0, +1) for precise world allocation.

06GF(3) Conservation Logic: Maintains mathematical balance across distributed thread environments.

Use Cases

01Implementing topological data organization for agentic workflows.

02Managing complex AI development threads across decentralized blockchain worlds.

03Ensuring state consistency in distributed 'chemputer' or plurigrid environments.

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