Parallel Fanout

Parallel Fanout is a powerful metaskill designed to maximize Claude's efficiency by transforming single user interactions into synchronized, triadic parallel workflows. It extracts Shannon entropy from input text to generate deterministic seeds for SplitMixTernary forking, ensuring that for every task, a Generator, Coordinator, and Validator work in unison. By maintaining GF(3) balance and SPI-compliance, this skill guarantees that parallel results remain logically consistent and bitwise identical to sequential execution, providing a robust framework for complex domain-specific tasks ranging from code generation to formal verification.

Key Features

Use Cases