Active Inference Institute
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activeinference.institute/ https://activities.activeinference.institute/
Agent Skills by Active Inference Institute
Showing 81 vetted skills indexed across 3 GitHub repositories.
ActiveInferenceInstitutegnn-pipeline
Validate SKILL.md frontmatter and aggregate metadata for GNN pipeline indexing.
ActiveInferenceInstitutegnn-research-tools
Run GNN research tools against model definitions to prototype Active Inference patterns.
ActiveInferenceInstitutegnn-visualization
Generate graph, matrix, and ontology visualizations from GNN model data.
ActiveInferenceInstitutegnn-ml-integration
Extracts GNN features and trains/evaluates ML models across multiple frameworks.
ActiveInferenceInstitutegnn-intelligent-analysis
Analyze GNN pipeline executions to surface failures, bottlenecks, and insights.
ActiveInferenceInstitutegnn-pipeline-orchestration
Coordinate 25-step GNN pipelines with configurable step selection and health checks.
ActiveInferenceInstitutegnn-llm-analysis
Analyze GNN model specifications with multi-provider LLMs to generate insights and markdown documentation.
ActiveInferenceInstitutegnn-statistical-analysis
Aggregate statistical metrics from GNN execution traces across multiple frameworks.
ActiveInferenceInstitutegnn-model-registry
Register GNN model files into a centralized registry with versioning and metadata extraction.
ActiveInferenceInstitutegnn-security-validation
Audit GNN pipeline security and validate access control for generated code.
ActiveInferenceInstitutegnn-system-integration
Coordinate cross-module data flow and dependencies across the GNN pipeline.
ActiveInferenceInstitutegnn-website-generation
Generate a self-contained static HTML website from GNN pipeline artifacts.
ActiveInferenceInstitutegnn-environment-setup
Automate UV-based GNN environment setup with dependency installation and health diagnostics.
ActiveInferenceInstitutegnn-test-suite
Automate GNN pipeline test suite execution and validation across 25 modules.
ActiveInferenceInstitutegnn-template-init
Generate modular GNN pipeline step scaffolds with versioned templates.
ActiveInferenceInstitutegnn-code-generation
Generate multi-framework code from GNN specifications across PyMDP, RxInfer.jl, ActiveInference.jl, JAX, and DisCoPy.
ActiveInferenceInstitutegnn-shared-utilities
Centralize logging, configuration loading, and error handling for GNN pipeline steps.
ActiveInferenceInstitutegnn-mcp-protocol
Register GNN operations as MCP tools and configure MCP servers.
ActiveInferenceInstitutegnn-ontology
Map GNN variables to Active Inference ontology terms and validate annotations.
ActiveInferenceInstitutegnn-parsing
Parse GNN Markdown files and serialize structured model data to JSON, YAML, and XML.
ActiveInferenceInstitutegnn-audio-generation
Convert GNN model markdown descriptions into WAV audio representations.
ActiveInferenceInstitutegnn-gui-builder
Design, edit, and visualize Active Inference GNN models with a multi-GUI toolkit.
ActiveInferenceInstituteAPI
Expose a FastAPI gateway to trigger and monitor GNN pipeline runs.
ActiveInferenceInstitutegnn-report-generation
Generate HTML, Markdown, and JSON pipeline analysis reports from GNN outputs.