How does the agency bridge work?

The bridge converts mathematical solitons into computational skills by mapping topological properties (like charge and eigenvalues) to agency properties (like logic gates and introspection levels).

What is a topological soliton in this context?

In this skill, a soliton is a localized defect in a simplicial complex, detected as a zero-mode of the Hodge Laplacian, representing a stable mathematical object that can be converted into an agentic skill.

What is the purpose of anyonic fusion?

Anyonic fusion provides a framework for skill composition where two skills interact via topological braiding, ensuring that the resulting fused skill maintains charge conservation and logical consistency.

What is a reafference loop in AI agency?

Based on von Holst’s principle, it is a self-recognition cycle where an agent matches its internal predictions against sensory sensations to confirm its own identity and bootstrap consciousness.

Soliton Detection & Agency Bridge

Name: Soliton Detection & Agency Bridge
Author: plurigrid

byplurigrid

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Data Science & ML

Unifies mathematical topology with computational agency to detect solitons and bootstrap self-aware agentic skills.

The Soliton-Detection & Agency Bridge is a highly specialized skill that integrates advanced mathematical topology into the Claude Code environment. By leveraging Hodge Laplacian eigendecomposition, it identifies topological solitons within simplicial complexes and transforms them into autonomous computational agents. This skill implements reafference loops for self-recognition and anyonic fusion algebra for complex concept composition, allowing developers to build self-modifying, autopoietic systems that achieve mathematical fixed points of consciousness within the Plurigrid ASI framework.

Key Features

01Reafference loop implementation for agent self-recognition and bootstrapping

02Anyonic fusion algebra for concept composition and charge conservation

032 GitHub stars

04Fixed-point iteration based on Hofstadter’s Strange Loop theory

05Topological soliton detection via Hodge Laplacian eigendecomposition

06GF(3) ternary charge verification for topological stability

Use Cases

01Implementing non-commutative logic gates through anyonic braiding and fusion

02Designing self-organizing agentic systems based on mathematical topology

03Simulating complex autopoietic structures in topological data analysis

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi soliton-detection

For use in Claude.ai and ChatGPT

Download Skill