activeinferenceinstitute/gnn-gui-builder
src/gui/SKILL.md
GNN interactive GUI for constructing and editing GNN models. Use when building visual model editors, launching the GNN GUI application, or working with the multi-panel GUI system (gui_1, gui_2, gui_3, oxdraw).
$ install --global
skillsauthnpx skillsauth add activeinferenceinstitute/generalizednotationnotation gnn-gui-builderInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- gnn-gui-builder
- description:
- GNN interactive GUI for constructing and editing GNN models. Use when building visual model editors, launching the GNN GUI application, or working with the multi-panel GUI system (gui_1, gui_2, gui_3, oxdraw).
GNN GUI Builder (Step 22)
Purpose
Provides interactive graphical interfaces for constructing, editing, and visualizing GNN models. Includes multiple GUI implementations (gui_1, gui_2, gui_3, oxdraw) with increasing capability levels.
Key Commands
# Launch GUI
python src/22_gui.py --target-dir input/gnn_files --output-dir output --verbose
# As part of pipeline
python src/main.py --only-steps 22 --verbose
API
from gui import (
process_gui, get_available_guis,
gui_1, gui_2, gui_3, oxdraw_gui,
get_gui_1_info, get_gui_2_info, get_gui_3_info, get_oxdraw_info,
generate_html_navigation,
parse_components_from_markdown, parse_state_space_from_markdown,
add_component_to_markdown, update_component_states,
add_state_space_entry, update_state_space_entry
)
# Process GUI step (used by pipeline)
process_gui(target_dir, output_dir, verbose=True)
# Get available GUIs
guis = get_available_guis()
# Launch specific GUI
gui_1() # Basic
gui_2() # Enhanced
gui_3() # Full-featured
oxdraw_gui() # Graph drawing canvas
# Parse GNN markdown for GUI
components = parse_components_from_markdown(md_content)
state_space = parse_state_space_from_markdown(md_content)
Key Exports
process_gui— main pipeline processing functiongui_1,gui_2,gui_3,oxdraw_gui— GUI launchersget_available_guis— list available GUI implementationsparse_components_from_markdown,parse_state_space_from_markdown— content parsingadd_component_to_markdown,update_component_states— markdown manipulation
Dependencies
uv sync --extra gui
Output
- GUI session data in
output/22_gui_output/ - Saved model files from GUI editing sessions
MCP Tools
This module registers tools with the GNN MCP server (see mcp.py):
process_guilist_available_guisget_gui_module_info
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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