gnn-type-checker

name	gnn-type-checker
description	GNN structural type checking and resource estimation. Use when validating GNN dimensions, syntax, type consistency, or generated type-checker reports.

Core Skill: type_check

Function: Evaluates GNN structural schemas assigning validation integers and load capacities producing automated Abstract Model Cards.

Example Flow

# The main dispatcher triggers the core checker tracking directory integrity
from type_checker.checking import GNNTypeChecker
from pathlib import Path

# Spin up analyzer mapping
checker = GNNTypeChecker()
success = checker.validate_gnn_files(Path("models/"), Path("output/5_type_checker"))

# This cleanly generates Type Validity Mosaics and Baseball Cards intrinsically evaluated
print("Completed successfully:", success)

Features

• Visual Synthesis: Constructs isolated Model Baseball Cards tracking matrices, parameters, FLOPS and validity using Matplotlib abstractions directly embedded into the generated output markdown.
• Resource Analytics: Estimates accurate floating point requirements linking straight into estimation_strategies.py natively.
• Strict Parsing Evaluation: Prevents ambiguous mathematical strings from triggering false type checks.

MCP Tools

This module registers tools with the GNN MCP server (see mcp.py):

• validate_gnn_files
• validate_single_gnn_file