菜单
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.
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基于 SOC 职业分类
Generalized Notation Notation (GNN) processing pipeline for Active Inference generative models. Use when working with GNN files, running the 25-step pipeline, parsing model specifications, generating simulations, or producing visualizations and reports from GNN model definitions.
GNN command-line interface dispatch and health checks. Use when invoking the `gnn` CLI, validating subcommand availability, or checking command-line access to pipeline modules.
GNN LLM-enhanced analysis and model interpretation. Use when generating natural language descriptions of GNN models, getting AI-assisted model explanations, or performing LLM-powered analysis of Active Inference specifications.
GNN Language Server Protocol integration. Use when starting editor diagnostics, checking hover behavior, or validating LSP support for GNN files.
GNN Model Context Protocol processing and tool registration. Use when registering GNN operations as MCP tools, building MCP server configurations, or integrating GNN capabilities with LLM tool-use workflows.
GNN pipeline orchestration and configuration management. Use when configuring pipeline execution, setting step inclusion/exclusion, managing pipeline state, or customizing the 25-step execution flow.
| 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. |
Validates security aspects of the GNN pipeline including generated code safety, input sanitization, dependency vulnerability scanning, and access control enforcement.
# 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
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)
process_security — main pipeline processing functionperform_security_check — comprehensive security auditcheck_vulnerabilities — vulnerability scanningcalculate_security_score — numeric security scoregenerate_security_recommendations / generate_security_summaryoutput/18_security_output/This module registers tools with the GNN MCP server (see mcp.py):
get_security_reportlist_security_checksprocess_securityscan_gnn_file