Skills
.Work. You
Rest

gnn-validation

Community

Validate and stabilize GNN models end-to-end.

Data & Analytics#performance#consistency#validation#pipeline#semantic#gnn
AuthorActiveInferenceInstitute
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Validates GNN models end-to-end, ensuring semantic correctness, structural integrity, and cross-model consistency, and produces actionable validation reports.

Core Features & Use Cases

  • Semantic validation across multiple GNN configurations and models to ensure consistent meaning and interpretation
  • Performance profiling to estimate compute and memory requirements for pipeline planning
  • Structural and reference integrity checks to detect misconfigurations and broken links
  • Cross-model consistency analysis and consolidated reporting for audit and reproducibility

Quick Start

Run the full GNN validation pipeline on your model files to generate validation reports.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: gnn-validation
Download link: https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation/archive/main.zip#gnn-validation

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.