gnn-validation

name: gnn-validation description: GNN advanced validation and consistency checking. Use when performing deep validation of GNN models, checking cross-model consistency, verifying structural integrity, or running validation reports.

GNN Validation (Step 6)

Purpose

Performs advanced validation beyond basic type checking, including semantic validation, performance profiling, consistency checking, and comprehensive validation reporting.

Key Commands

# Run validation
python src/6_validation.py --target-dir input/gnn_files --output-dir output --verbose

# As part of pipeline
python src/main.py --only-steps 6 --verbose

API

from validation import (
    SemanticValidator, process_semantic_validation,
    PerformanceProfiler, profile_performance,
    ConsistencyChecker, check_consistency,
    process_validation
)

# Run full validation (used by pipeline)
result = process_validation(target_dir, output_dir, verbose=True)

# Semantic validation
validator = SemanticValidator()
result = process_semantic_validation(parsed_model)

# Consistency checking
checker = ConsistencyChecker()
result = check_consistency(parsed_models)

# Performance profiling
profiler = PerformanceProfiler()
result = profile_performance(parsed_model)

Key Exports

• SemanticValidator / process_semantic_validation — Active Inference constraint validation
• PerformanceProfiler / profile_performance — model performance analysis
• ConsistencyChecker / check_consistency — cross-model coherence checks
• process_validation — main pipeline processing function

Output

• Validation reports in output/6_validation_output/
• Per-model validation summaries
• Cross-model consistency analysis

MCP Tools

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

• check_schema_compliance
• get_validation_report
• process_validation
• validate_gnn_file

References

• AGENTS.md — Module documentation
• README.md — Usage guide
• SPEC.md — Module specification

Documentation

• README: Module Overview
• AGENTS: Agentic Workflows
• SPEC: Architectural Specification
• SKILL: Capability API