activeinferenceinstitute/gnn-export
src/export/SKILL.md
GNN multi-format export generation. Use when exporting GNN models to JSON, XML, GraphML, GEXF, Pickle, or other interchange formats for use in external tools and frameworks.
$ install --global
skillsauthnpx skillsauth add activeinferenceinstitute/generalizednotationnotation gnn-exportInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- gnn-export
- description:
- GNN multi-format export generation. Use when exporting GNN models to JSON, XML, GraphML, GEXF, Pickle, or other interchange formats for use in external tools and frameworks.
GNN Export (Step 7)
Purpose
Exports parsed GNN models to multiple interchange formats for interoperability with external tools, visualization platforms, and analysis frameworks.
Key Commands
# Run export
python src/7_export.py --target-dir input/gnn_files --output-dir output --verbose
# As part of pipeline
python src/main.py --only-steps 7 --verbose
Supported Formats
| Format | Extension | Use Case |
| -------- | ----------- | ---------- |
| JSON | .json | General interchange, web tools |
| XML | .xml | Enterprise integration |
| GraphML | .graphml | Graph analysis tools (Gephi, yEd) |
| GEXF | .gexf | Dynamic graph visualization |
| Pickle | .pkl | Python-native serialization |
API
from export import (
export_model, generate_exports, export_single_gnn_file,
Exporter, MultiFormatExporter, get_supported_formats,
export_to_json, export_to_xml, export_to_graphml, export_to_gexf,
process_export
)
# Export single file to all formats
export_single_gnn_file("model.md", "output/")
# Use the Exporter class
exporter = Exporter()
result = exporter.export_gnn_model(gnn_content, "json")
# Multi-format export
mf_exporter = MultiFormatExporter()
results = mf_exporter.export_to_multiple_formats(content, ["json", "xml", "graphml"])
# Query supported formats
formats = get_supported_formats()
# Run full export step (used by pipeline)
process_export(target_dir, output_dir, verbose=True)
Key Exports
export_model/export_single_gnn_file— export a single modelgenerate_exports— batch export for a directoryExporter/MultiFormatExporter— class-based export interfacesexport_to_json,export_to_xml,export_to_graphml,export_to_gexf— format-specificprocess_export— main pipeline processing function
Output
- Exported files in
output/7_export_output/ - One file per model per format
- Export summary manifest
MCP Tools
This module registers tools with the GNN MCP server (see mcp.py):
process_exportlist_export_formatsvalidate_export_format
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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