reqvire-ontology-authoring

reqvire-ontology-authoring is a skill for Claude Code from reqvire-org/reqvire. It costs 98 tokens per session (7,377 once invoked), scanned A, original, Apache-2.0.

A workflow for creating and validating Reqvire ontology structures for engineering and systems models. An ontology defines concepts, relationships, constraints, and their meaning in a model.

In plain words
What is it for?
It is for authoring OWL/RDFS classes, properties, individuals, axioms, SHACL vocabulary, semantic contracts, and ontology links for IT, systems engineering, and MBSE models.
Why use it?
It helps keep structural vocabulary, relationships, validation rules, and links to requirements consistent as a model grows.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the reqvire plugin — 4 skills shipped together

Good fit It is for authoring OWL/RDFS classes, properties, individuals, axioms, SHACL vocabulary, semantic contracts, and ontology links for IT, systems engineering, and MBSE models.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/reqvire-org/reqvire/ontology-authoring
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add reqvire-org/reqvire --skill ontology-authoring
Clone the repo
git clone --depth 1 https://github.com/reqvire-org/reqvire

Made for: Claude Code.

Or install reqvire, the plugin that ships this one along with the rest of its 4 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for reqvire-ontology-authoring

README.md
[![agentmods](https://agentmods.dev/badge/skills/reqvire-org/reqvire/ontology-authoring/github.svg)](https://agentmods.dev/skills/reqvire-org/reqvire/ontology-authoring)
Your own site
<a href="https://agentmods.dev/skills/reqvire-org/reqvire/ontology-authoring"><img src="https://agentmods.dev/badge/skills/reqvire-org/reqvire/ontology-authoring/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for reqvire-ontology-authoring

Your own site · 80×15
<a href="https://agentmods.dev/skills/reqvire-org/reqvire/ontology-authoring"><img src="https://agentmods.dev/badge/skills/reqvire-org/reqvire/ontology-authoring.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 98 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,377 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00098 $0.07377
Opus 5 $0.00049 $0.03689
Sonnet 5 $0.00020 $0.01475
Haiku 4.5 $0.00010 $0.00738

Measured 8d ago against content hash ce2586b2a804, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

reqvire-ontology-authoring scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

claude-plugins/skills/ontology-authoring/SKILL.md · 395 lines

How it starts

The opening of the file, as written. The whole thing — 395 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Reqvire Ontology Authoring

Author Reqvire structural ontology content as reusable OWL/RDFS building blocks for system-of-interest models, not implementation detail. Reqvire managed-project ontologies are primarily for IT engineering, systems engineering, MBSE, architecture, interfaces, verification, operations, and other system model concerns. Keep curated conceptual vocabulary in native concept-scheme and concept elements using reqvire-concept-authoring; keep this skill focused on OWL classes, properties, individuals, axioms, SHACL target vocabulary, and structural-to-concept bridges. Use requirements for obligations; use semantic-contract elements for reusable SHACL profiles that explicitly use ontology and constrain requirements.

Use reqvire-syseng instead when the main change is to capabilities, requirements, specifications, verification elements, evidence, coverage, change-impact workflows, or broader model refactoring. This skill may update semantic contracts and ontology links that constrain those elements, but should not replace the system-engineering workflow for changing their behavior.

Reqvire Operations for Ontology Authoring

Use Reqvire as the source-of-truth runtime when authoring or changing OWL/RDFS ontology elements and SHACL semantic contracts.

  • Work from the intended effective workspace root unless the user gives a different workspace; the workspace must contain at least one eligible Git worktree.
  • Default CLI form: npx -y "${REQVIRE_NPX_PACKAGE:-@reqvire-org/reqvire@latest}" --workspace "$PWD" <command>.
  • Inside the Reqvire source repository, cargo run -- <command> is also acceptable when the local binary is the intended target.
  • Inspect authored ontology content with search --filter-type ontology --json, search --filter-type semantic-contract --json, model --filter-type ontology --json, semantic export --layer ontologies, semantic export --layer shapes, and semantic export --layer model.
  • Use semantic export --layer ontologies --layer external-used or semantic export --layer model --layer external-used only when the used subset of local external ontology dependencies must be materialized.
  • Prefer Reqvire CLI mutation commands for broad structural edits when available, such as add, link, relink, mv, mv-file, mv-folder, rm, and rename-element.
  • Manual Markdown edits are valid for focused authoring. Preserve # Elements, ### Element Name, #### Metadata, and Reqvire relation list syntax.
  • Author ontology elements with type: ontology, ontology_base, ontology_prefix, and #### Ontology; authored Turtle must declare the prefixes it uses.
  • Author semantic contracts with type: semantic-contract and #### Shapes; link contracts to ontology elements with use / usedBy and to governed model elements with constrain / constrainedBy.
  • Do not add #### Concept References to semantic contracts. Use SHACL shapes for closed-world validation and ontology Turtle for structural terms.
  • Relation syntax is * relationName: [Target Element](path.md#target-element).
  • Use ontology derivedFrom / derive for ontology hierarchy and document composition. Use reqvire:mapsToConcept in Turtle only when a structural term intentionally maps to a generated native SKOS concept.
  • Do not edit generated exports as the source of truth; edit authored Markdown elements and regenerate/export through Reqvire.
  • When changing ontology identity, check dependent semantic contracts, requirements constrained by shapes, concept bridges, Explorer ontology/thesaurus data, MCP semantic tools, and tests that assert exported Turtle.
  • When validation is part of the task, run focused checks such as validate, semantic export --layer ontologies, semantic export --layer shapes, semantic export --layer model, and any affected fixture tests before finishing.

Read the full file on GitHub · 395 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago First seen · 395 lines · 98 tokens per session scan A ce2586b2a804

Subscribe to this mod's changes

reqvire-ontology-authoring is a skill published in the GitHub repository reqvire-org/reqvire (20 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 98 tokens to every session and 7,377 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-01.

Related

Other skills, from other repositories

causal

Analyze cause-and-effect relationships in the Semantica knowledge graph — causal chains, interventions, counterfactuals, and causal influence scores.

semantica-agi/semantica · 31 tokens

arxiv

Search and retrieve academic papers from arXiv by keyword, author, category, or ID, and read abstracts or full PDFs. Free, keyless. Use when asked to "find papers on", "search arXiv", "summarize this paper", or given an arXiv ID/link.

diillson/chatcli · 65 tokens

jupyter

Run Python data-science work through Jupyter — execute notebooks headlessly, run cells against a live kernel, and convert notebooks to scripts/HTML. Keyless, local. Use when asked to "run this notebook", "execute these cells", "analyze this dataset in Python", "convert notebook to".

diillson/chatcli · 65 tokens

context-generate

Assemble a context package (code graph, requirements, constraints, blast radius) before a downstream generation task runs - human-approved, source-attributed. Do NOT use for simple lookups.

linkpranay-ai/context-engineering-protocol · 42 tokens

metamodel-lookup

Look up the structure of the OMG SysML v2 / KerML metamodel (not OMG UML 2.x) – a metaclass's features, supertypes, subtypes, redefinitions, multiplicities and constraints, plus enumerations and primitive types. Use when the user asks how a SysML v2 or KerML element (e.g. PartUsage, ConnectionDefinition, Feature) is…

mycelium-cmbse/mycelium-hypha · 97 tokens

model-library-lookup

Look up what a SysML v2 / KerML standard model library element means or where it is declared (e.g. ISQBase::mass, ScalarValues::Real, SysML.sysml's Parts::Part) – the normative library packages a user's own model specializes with :>, not the metamodel itself. Use when the user references a qualified name from ISQ…

mycelium-cmbse/mycelium-hypha · 104 tokens