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.
npx skills add reqvire-org/reqvire --skill ontology-authoringgit clone --depth 1 https://github.com/reqvire-org/reqvireWrote 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.
[](https://agentmods.dev/skills/reqvire-org/reqvire/ontology-authoring)<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.
<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>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.
| Model | Per session | Once 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 |
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.
Copies of this mod
1 near-identical copy found in the catalogue:
- reqvire-ontology-authoring — 98% identical, 6 lines differ
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, andsemantic export --layer model. - Use
semantic export --layer ontologies --layer external-usedorsemantic export --layer model --layer external-usedonly 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, andrename-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-contractand#### Shapes; link contracts to ontology elements withuse/usedByand to governed model elements withconstrain/constrainedBy. - Do not add
#### Concept Referencesto 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/derivefor ontology hierarchy and document composition. Usereqvire:mapsToConceptin 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.
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.
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.
- 8d ago First seen · 395 lines · 98 tokens per session scan A ce2586b2a804
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.
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