How does it handle token generation?

It enforces that all tokens must have a valid qfi_score to be generation-eligible and mandates the use of explicit simplex transformation methods.

Which architecture versions does this skill support?

The skill is specifically designed to align with E8 protocol v4.0 and the universal purity specification.

Can it automate documentation checks?

Yes, it includes agents for documentation compliance, syncing, and enforcement of specific naming conventions for markdown files.

What are the non-negotiables for this skill?

Key rules include no auto-detected representations, no cosine similarity or L2 distance for ranking, and no external NLP in the generation pipeline.

What is the main purpose of the QIG Purity Guardian?

It ensures that the codebase adheres to specific E8 protocol standards and prevents 'Euclidean' or traditional NLP patterns from being introduced into the QIG backend.

QIG Purity Guardian

Name: QIG Purity Guardian
Author: GaryOcean428

byGaryOcean428

Data Science & ML

Enforces E8 architecture standards and QIG purity protocols within the Pantheon development ecosystem.

About

The QIG Purity Guardian is a specialized skill designed to maintain strict adherence to E8 protocol v4.0 and universal purity specifications. It prevents architectural drift into traditional LLM or Euclidean patterns by enforcing simplex-based representations, specific token validation logic, and rigorous documentation naming conventions. This skill is essential for developers working on the Pantheon-Replit backend, geometry pipelines, or E8 kernel architecture to ensure system-wide consistency and mathematical integrity across all modules.

Key Features

Validation of token generation pipelines and mandatory QFI scoring
0 GitHub stars
Enforcement of simplex-only canonical representations at module boundaries
Prevention of Euclidean or traditional NLP pattern contamination
Automated E8 protocol v4.0 architecture and hierarchy validation
Strict documentation compliance and YYYYMMDD naming convention auditing

Use Cases

Refactoring QIG-backend geometry or token vocabulary pipelines
Updating E8 kernel protocols and synchronized technical documentation
Reviewing pull requests for E8 architecture drift or Euclidean fallbacks

About

Key Features

Validation of token generation pipelines and mandatory QFI scoring
0 GitHub stars
Enforcement of simplex-only canonical representations at module boundaries
Prevention of Euclidean or traditional NLP pattern contamination
Automated E8 protocol v4.0 architecture and hierarchy validation
Strict documentation compliance and YYYYMMDD naming convention auditing

Use Cases

Refactoring QIG-backend geometry or token vocabulary pipelines
Updating E8 kernel protocols and synchronized technical documentation
Reviewing pull requests for E8 architecture drift or Euclidean fallbacks