activeinferenceinstitute/gnn-system-integration
src/integration/SKILL.md
GNN system integration and cross-module coordination. Use when coordinating data flow between pipeline steps, resolving cross-module dependencies, or configuring inter-step communication.
$ install --global
skillsauthnpx skillsauth add activeinferenceinstitute/generalizednotationnotation gnn-system-integrationInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- gnn-system-integration
- description:
- GNN system integration and cross-module coordination. Use when coordinating data flow between pipeline steps, resolving cross-module dependencies, or configuring inter-step communication.
GNN System Integration (Step 17)
Purpose
Coordinates data flow and communication between pipeline modules. Manages cross-module dependencies, resolves data handoffs, and ensures consistent state across the 25-step pipeline.
Key Commands
# Run integration step
python src/17_integration.py --target-dir input/gnn_files --output-dir output --verbose
# As part of pipeline
python src/main.py --only-steps 17 --verbose
API
from integration import process_integration
# Process integration step (used by pipeline)
result = process_integration(target_dir, output_dir, verbose=True)
Key Exports
process_integration— main pipeline processing function
Integration Points
| Source Step | Target Step | Data Flow | | ------------ | ------------- | ----------- | | Step 3 (GNN) | Steps 5–8, 10–11, 13 | Parsed models | | Step 11 (Render) | Step 12 (Execute) | Generated scripts | | Step 12 (Execute) | Step 16 (Analysis) | Execution results | | Step 16 (Analysis) | Step 23 (Report) | Analysis summaries |
Output
- Integration reports in
output/17_integration_output/ - Cross-module dependency resolution logs
MCP Tools
This module registers tools with the GNN MCP server (see mcp.py):
process_integrationlist_supported_integrationsget_integration_status
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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