What are Reafference Proofs?

They are on-chain proofs that verify whether an agent's predicted state matched the observed outcome, facilitating a 'closed-loop' for autonomous agent behavior.

How does GF(3) conservation work in this skill?

It requires that entropy triads (sets of three records) sum to 0 mod 3, ensuring mathematical coherence and balance across the system's state transitions.

What is the Hyperbolic Bulk in this context?

Inspired by AdS/CFT correspondence, the Bulk refers to the interior storage of full entropy records and proofs, while the Boundary represents the observable projections like agent skills and colors.

Which blockchain does this skill support?

This skill is specifically built for the Aptos blockchain and utilizes the Move smart contract language for its on-chain operations.

Hyperbolic Bulk Entropy Manager

Name: Hyperbolic Bulk Entropy Manager
Author: plurigrid

byplurigrid

•

Database Management

Manages on-chain GF(3) entropy storage and state mediation on Aptos using the bulk-boundary correspondence principle.

The Hyperbolic Bulk skill implements a sophisticated on-chain entropy management system based on the AdS/CFT holographic principle. It allows Claude to interact with Aptos Move contracts to store and verify entropy records, ensuring state consistency through GF(3) conservation laws. By mediating between the 'Bulk' (raw entropy records and proofs) and the 'Boundary' (observable agent actions and skills), this skill provides a mathematically rigorous framework for AI agent state management, combining public randomness (DRAND), cognitive state data (EEG), and on-chain VRF to maintain system integrity.

Key Features

01Ergodic mediation between agent observables and system entropy

02Automated Reafference Proof generation to verify prediction vs. observation

03Integration with DRAND, EEG, and Aptos VRF randomness sources

04On-chain entropy storage with GF(3) conservation logic

05Aptos Move contract interaction for managing entropy triads

062 GitHub stars

Use Cases

01Implementing holographic state management in decentralized autonomous systems

02Coordinating multi-agent workflows using conserved GF(3) triads

03Verifying the integrity of AI agent decision-making via on-chain entropy proofs

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi hyperbolic-bulk

For use in Claude.ai and ChatGPT

Download Skill