菜单
GNN comprehensive test suite execution and management. Use when running tests, writing new test cases, checking coverage, debugging test failures, or validating pipeline correctness across all 25 GNN modules.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
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-test-suite |
| description | GNN comprehensive test suite execution and management. Use when running tests, writing new test cases, checking coverage, debugging test failures, or validating pipeline correctness across all 25 GNN modules. |
Executes the comprehensive test suite across all GNN pipeline modules. Manages test discovery, execution, coverage reporting, and result aggregation.
# Run all tests via pipeline step
python src/2_tests.py --comprehensive
# Run tests directly with pytest
uv run --extra dev python -m pytest src/tests/ -v
# Module-specific tests
uv run --extra dev python -m pytest src/tests/test_gnn_*.py -v
uv run --extra dev python -m pytest src/tests/test_render_*.py -v
uv run --extra dev python -m pytest src/tests/test_export_*.py -v
# Check coverage
pytest --cov=src --cov-report=term-missing
# Run with specific markers
uv run --extra dev python -m pytest src/tests/ -v -m "not slow"
# Quick smoke test
uv run --extra dev python -m pytest src/tests/ -x -q --tb=short
src/tests/
├── test_gnn_*.py # GNN parsing tests
├── test_render_*.py # Code generation tests
├── test_export_*.py # Export format tests
├── test_visualization_*.py # Visualization tests
├── test_pipeline_*.py # Pipeline integration tests
└── conftest.py # Shared fixtures
src/tests/test_{module}_*.pyThis module registers tools with the GNN MCP server (see mcp.py):
run_all_testsrun_integration_testsrun_unit_tests