gnn-ontology

Map GNN variables to Active Inference ontology terms and validate annotations.

30|3|Updated Apr 2, 2023

Search Tags:#reports #ontology #validation #pipeline #mapping #gnn #actinf

Ready to run

npx skills add https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation --skill gnn-ontology

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: gnn-ontology
Source: https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation/tree/main/src/ontology
Command: npx skills add https://github.com/ActiveInferenceInstitute/GeneralizedNotationNotation --skill gnn-ontology

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill processes Active Inference ontology annotations in GNN models, mapping GNN variables to standardized Active Inference concepts and validating semantic consistency across models.

Core Features & Use Cases

Ontology annotation parsing and term mapping from GNN models to ActInf ontology terms.
Validation of ActInfOntologyAnnotation sections against the Active Inference ontology.
Generation of per-file ontology reports and aggregation for pipeline step 10.

Quick Start

Run the ontology processor on your GNN files to map variables and verify ontology consistency.

Frequently Asked Questions about gnn-ontology

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I map GNN variables to an Active Inference ontology?▼

To map GNN variables to an Active Inference ontology, this Skill parses ActInfOntologyAnnotation sections and aligns them with standardized Active Inference concepts, producing per-file ontology reports for semantic consistency.

What is Active Inference ontology annotation validation for GNN models?▼

Active Inference ontology annotation validation checks ActInfOntologyAnnotation sections within GNN models against loaded ActInf ontology terms. It ensures semantic alignment and generates per-file reports to verify consistency across multiple models.

How do I validate ActInfOntologyAnnotation sections across multiple models?▼

You can validate ActInfOntologyAnnotation sections across multiple models by loading ActInf ontology terms and parsing the annotations. The processor verifies semantic consistency and produces aggregated per-file ontology reports for pipeline step 10.

Can I generate per-file ontology reports from GNN model annotations?▼

Yes, you can generate per-file ontology reports from GNN model annotations by running the ontology processor. It parses ActInfOntologyAnnotation sections, maps variables to Active Inference terms, and aggregates the results for pipeline integration.

Do I need to load ActInf ontology terms before mapping GNN variables?▼

Yes, loading ActInf ontology terms is required before mapping GNN variables. The Skill uses these standardized terms to parse ActInfOntologyAnnotation sections and validate semantic alignment across your GNN models.

Why does GNN ontology validation fail when annotations are inconsistent?▼

GNN ontology validation fails when ActInfOntologyAnnotation sections contain variables that do not semantically align with the loaded Active Inference ontology terms. The processor detects these inconsistencies and highlights them in per-file reports.