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aget-expand-ontology

Expand SKOS vocabularies with web-researched concepts and reciprocal relationships.

1|Updated Oct 20, 2025
Search Tags:#ontology#validation#knowledge base#web research#evidence#skos#concept expansion
One-click install
npx skills add https://github.com/aget-framework/template-spec-engineer-aget --skill aget-expand-ontology
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aget-expand-ontology
Source: https://github.com/aget-framework/template-spec-engineer-aget/tree/main/.claude/skills/aget-expand-ontology
Command: npx skills add https://github.com/aget-framework/template-spec-engineer-aget --skill aget-expand-ontology

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It resolves thin, under-specified ontology topics by diagnosing vocabulary gaps, researching best-practice concepts, and expanding SKOS vocabularies with evidence-backed definitions and relationships.

Core Features & Use Cases

  • Gap diagnosis & prioritized expansion: Detects thin topics and proposes the highest-impact expansion areas (optionally driven by a KB document instead of web research).
  • Evidence-first SKOS concept authoring: Produces formal SKOS entries with prefLabel/definition/sources and reciprocal linkage integrity to avoid orphans.
  • Deduplication with additive enhancement: Avoids redundant concepts while optionally enriching matched existing concepts with new sources and examples.
  • Validation-guarded publishing: Runs ontology validation and reports results after execution (with project provenance and quality history logging).

Quick Start

Run the skill to propose and expand missing ontology concepts using web research and automatically write validated SKOS entries to the configured vocabulary files.

Frequently Asked Questions about aget-expand-ontology

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

FAQPage Schema
How do I expand a SKOS vocabulary with evidence-backed concepts?▼

Expanding a SKOS vocabulary involves diagnosing thin topics, proposing high-impact expansion areas, and adding web-researched concepts with formal definitions, source provenance, and reciprocal relationships to prevent orphans.

What is the best way to find and fill ontology knowledge gaps?▼

Finding ontology gaps requires diagnosing under-specified topics within YAML files to prioritize expansion areas, optionally using a knowledge base document instead of web research to drive targeted vocabulary growth.

Can I use a knowledge base document to grow SKOS concepts instead of web research?▼

Yes, you can drive concept expansion using a knowledge base document instead of web research to generate evidence-backed SKOS entries while maintaining deduplication and reciprocal relationship integrity.

How do I prevent orphan concepts when authoring SKOS relationships?▼

Preventing orphan concepts requires generating reciprocal SKOS linkages during authoring, ensuring every new concept includes proper interlinkage and passes post-write validation for ontology quality.

How do I validate ontology quality after adding new concepts?▼

Validating ontology quality involves running post-write validation checks that report results, log project provenance, and ensure duplicate checks and relationship integrity across configured vocabulary YAML files.

Does ontology expansion check for duplicate concepts before writing?▼

Yes, deduplication checks run before writing to avoid redundant concepts, while optionally enriching matched existing entries with new sources and examples for additive enhancement.

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