activeinferenceinstitute/gnn-validation
src/validation/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add activeinferenceinstitute/generalizednotationnotation gnn-validationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- 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 validationPerformanceProfiler/profile_performance— model performance analysisConsistencyChecker/check_consistency— cross-model coherence checksprocess_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):
process_validationvalidate_gnn_fileget_validation_report
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
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