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

It ensures that every sequence of three skills results in a 'balanced triad' by combining a Validator (-1), a Coordinator (0), and a Generator (+1) to equal a net zero balance.

What is the benefit of using a Hamiltonian Path?

A Hamiltonian Path attempt allows the system to visit every single skill in the ecosystem exactly once, providing exhaustive coverage for system audits or complete discovery tasks.

What is a Knight's Tour in the context of skills?

A Knight's Tour uses L-shaped 'hops' through a formatted skill grid to discover tools while maintaining triadic balance between validators, coordinators, and generators.

Can I track my skill navigation history?

Yes, Skill Tour includes built-in DuckDB integration to record traces, paths, and balance metrics for every traversal performed for later analysis.

Skill Tour

Name: Skill Tour
Author: plurigrid

byplurigrid

•

開発者ツール

Navigates and discovers capabilities across large skill ecosystems using advanced graph-theoretic traversal patterns.

Skill Tour provides a systematic framework for exploring and orchestrating a vast library of specialized skills by applying mathematical graph theory. By utilizing traversal strategies like Knight's tours, random walks, and Hamiltonian paths, it ensures comprehensive coverage and balanced discovery of tools within a complex system. This skill is essential for developers managing modular skill architectures who need to maintain triadic balance between validators, coordinators, and generators while exploring system-wide capabilities.

主な機能

01Probabilistic spectral walks for weighted exploration of skill spaces

02Automated skill discovery and adjacency mapping for large ecosystems

03GF(3) triadic balance management to ensure harmonious tool selection

048 GitHub stars

05DuckDB integration for tracking, auditing, and analyzing traversal traces

06Advanced graph-theoretic navigation including Knight's Tours and Hamiltonian Paths

ユースケース

01Orchestrating complex workflows by discovering optimal tool chains across hundreds of skills

02Automating the discovery of complementary capabilities in modular, multi-agent AI systems

03Auditing large skill repositories to ensure architectural balance and full coverage

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi skill-tour

For use in Claude.ai and ChatGPT

Download Skill