activeinferenceinstitute/gnn-security-validation
src/security/SKILL.md
GNN security validation and access control. Use when auditing security of generated code, validating input sanitization, checking dependency vulnerabilities, or enforcing security policies on pipeline outputs.
$ install --global
skillsauthnpx skillsauth add activeinferenceinstitute/generalizednotationnotation gnn-security-validationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 11, 2026, 3:39 AM43.8s8 files scanned
SKILL.md
- name:
- gnn-security-validation
- description:
- GNN security validation and access control. Use when auditing security of generated code, validating input sanitization, checking dependency vulnerabilities, or enforcing security policies on pipeline outputs.
GNN Security Validation (Step 18)
Purpose
Validates security aspects of the GNN pipeline including generated code safety, input sanitization, dependency vulnerability scanning, and access control enforcement.
Key Commands
# Run security validation
python src/18_security.py --target-dir input/gnn_files --output-dir output --verbose
# As part of pipeline
python src/main.py --only-steps 18 --verbose
API
from security import (
process_security, perform_security_check,
check_vulnerabilities, generate_security_recommendations,
calculate_security_score, generate_security_summary
)
# Process security step (used by pipeline)
process_security(target_dir, output_dir, verbose=True)
# Perform security check
result = perform_security_check(target_data)
# Check vulnerabilities
vulns = check_vulnerabilities(target_data)
# Get security score
score = calculate_security_score(security_results)
# Generate recommendations
recs = generate_security_recommendations(security_results)
Key Exports
process_security— main pipeline processing functionperform_security_check— comprehensive security auditcheck_vulnerabilities— vulnerability scanningcalculate_security_score— numeric security scoregenerate_security_recommendations/generate_security_summary
Output
- Security reports in
output/18_security_output/ - Vulnerability scan results
- Code safety audit logs
MCP Tools
This module registers tools with the GNN MCP server (see mcp.py):
process_securityscan_gnn_fileget_security_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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