Can I add a new language to the verification suite?

Yes, the skill includes a 'generate-verification-suite' capability that automatically creates the necessary test files and reference values for a new language implementation.

Which languages does Polyglot-SPI support?

It currently supports over 15 languages, including Julia, Rust, Python, Go, TypeScript, Haskell, Clojure, Zig, OCaml, Unison, and Swift.

How does it verify consistency?

The skill uses a reference SplitMix64 implementation and validates that specific seeds produce identical color and trit sequences across all supported platforms through automated test runners.

What is SPI in this context?

Strong Parallelism Invariance (SPI) is a property that ensures parallel operations produce mathematically identical results regardless of the programming language or runtime environment used.

Why is this important for AI-assisted coding?

It allows Claude to guarantee that complex algorithms generated in one language will behave exactly the same way when ported or scaled to a different part of a polyglot tech stack.

Polyglot SPI Verification

Name: Polyglot SPI Verification
Author: plurigrid

byplurigrid

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セキュリティとテスト

Verifies deterministic parallel execution consistency across multiple programming languages using Strong Parallelism Invariance (SPI) seeds.

Polyglot-SPI is a specialized verification tool designed to ensure cross-language consistency for parallel execution. By validating the Strong Parallelism Invariance (SPI) seed and sequence generation across more than 15 languages—including Rust, Julia, Python, and Go—it guarantees that distributed systems and parallel algorithms behave deterministically regardless of the runtime environment. This is essential for developers working on multi-language topological computing, cryptographic systems, or scientific simulations where bit-level parity is required across polyglot architectures.

主な機能

01Support for 15+ languages including Zig, OCaml, and Haskell

02Cross-language SPI seed validation using SplitMix64

03GF(3) triad integration for compositional coherence

04Automated test suite generation for new programming languages

05Full color and trit sequence verification across runtimes

062 GitHub stars

ユースケース

01Validating PRNG-based consistency across diverse production environments

02Ensuring deterministic parallel results in distributed multi-language systems

03Porting algorithms to new languages while maintaining exact bit-parity

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add plurigrid/asi polyglot-spi

For use in Claude.ai and ChatGPT

Download Skill