polygnosis

What problem does it solve?

This Skill ensures accurate, multi-model consensus on complex tasks, reducing the risk of single-model hallucinations.

Core Features & Use Cases

• Parallel Solve: Multiple models solve independently with domain-specific personas.
• Adversarial Critique: A dedicated critic reviews each solution for bugs and flaws.
• Formal Scoring: RRF + Borda Count algorithms rank solutions.
• Synthesis: A synthesizer creates a unified, production-ready solution.
• Quality Gate: Prevents regressions with a regression check.
• Meta-Review: Explains the consensus decision.
• Use Case: Use PolyGnosis to design a high-stakes security feature in software, ensuring multiple independent models agree on the best approach.

Quick Start

Tell Hermes: "Use PolyGnosis to design a production-grade JWT authentication middleware in Rust with refresh token rotation, rate limiting, and revocation."