Which programming languages are supported by the WEV skill?

The skill includes ready-to-use implementation patterns for Babashka (Clojure), Julia for high-performance spectral calculations, and DuckDB for persistent world-state logging.

What is the Multiverse Finance integration?

It incorporates Paradigm’s Multiverse Finance thesis, which treats parallel universes ('verses') as financial primitives. This allows for complex operations like 'push_down' (splitting ownership) and 'pull_up' (extracting value upon verse resolution).

How does this skill use Markov blankets?

It utilizes Markov blankets as the functional boundary between an agent and its environment, defining sensory and active states that allow the agent to either update its internal model (perceptual inference) or change the world (active inference).

What is World Extractable Value (WEV)?

WEV is a metric derived from the Price of Anarchy minus one (PoA - 1). It represents the inefficiency inherent in selfish equilibria that can be extracted as value when transitioning a system toward an optimal coordinated state.

World Extractable Value (WEV)

Name: World Extractable Value (WEV)
Author: plurigrid

byplurigrid

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数据科学与机器学习

Quantifies and extracts financial value from system inefficiencies by modeling transitions between selfish equilibria and optimal states.

The World Extractable Value (WEV) skill provides a sophisticated mathematical framework for Claude to analyze and exploit the gap between Nash equilibria and optimal outcomes. By integrating Karl Friston’s Free Energy Principle with Tim Roughgarden’s Price of Anarchy and Paradigm’s Multiverse Finance thesis, it enables agents to model world transitions using Markov blankets and verse-based financial primitives. This skill is specifically designed for developers and quantitative researchers building decentralized coordination mechanisms, algorithmic trading strategies, or complex simulations involving parallel outcome spaces and active inference.

主要功能

01Provides cross-language implementation templates in Clojure, Julia, and DuckDB SQL

02Implements Markov blanket modeling for active and perceptual inference strategies

03Calculates Price of Anarchy (PoA) and spectral gaps for network efficiency analysis

04Automates WEV tracking through pre-interaction hooks and event logging

05Integrates Paradigm's Multiverse Finance primitives for verse-based asset management

068 GitHub stars

使用场景

01Optimizing decentralized finance (DeFi) protocols by minimizing coordination costs and PoA

02Modeling parallel financial outcomes using Multiverse Finance's verse-splitting and resolution logic

03Developing autonomous AI agents that use active inference to transition systems toward optimal states

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi world-extractable-value

For use in Claude.ai and ChatGPT

Download Skill