Validate graph neural network schemas

Validate GNN files and compute type metrics

Researchers validating GNN model schemas and auto-generating comparison cards with FLOPS.

• · GNN model files
• · Task description or specification

• · Model validation cards with FLOPS estimates
• · Fund-manager review with technicals and trim/hedge list

• · GNN MCP server

GNN model files in expected directory structure

Depends on external service availability

• · Example usage and code snippets documented
• · Explicit data schema or type definitions