data-knowledge-architect SKILL.md skillA
data-knowledge-architect from ontology-of-everything/semanticskills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ontology-of-everything/semanticskills/data-knowledge-architect@v1.1.0Pins v1.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ontology-of-everything/semanticskills
- Path
skills/en/data-knowledge-architect/SKILL.md- Versions recorded
- 1
- Latest version
- v1.1.0, committed Sep 30, 2026
- Size
- 3,304 bytes
- Repository stars
- 13
- License
- Apache-2.0
Builds semantic models from API, CLI, and database contracts with an HTML review and OKF/YAML export. Use when modeling enterprise knowledge, semantic layers, dimensional models, or ontology.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Data Knowledge Architect — Model the Meaning Behind Your Data
Turn an interface contract—REST/OpenAPI, CLI, or table/DDL—into a governed semantic layer in four
strictly sequential phases. Advance only when the current phase meets its exit condition.
```text
Phase 1 Ingest → Phase 2 Review → Phase 3 Emit → Phase 4 Verify
ingest.md review.md emit-okf.md verify.md
emit-yaml.md
```
The interface is the sole source of truth. Never invent fields, grain, enums, or values. Stop on
missing evidence and ask one question at a time.
## Workflow
1. **Ingest** (`references/ingest.md`) — Normalize interfaces into a complete operation inventory
and classify each operation as fact or dimension lookup with read/write status. Exit when every
operation is classified.
2. **Review** (`references/review.md`) — Decompose the model into atomic decisions. Show objective,
options, evidence, risks, dependencies, and tradeoffs, with fixed YAGNI guidance for facts,
dimensions, measures, and routing. Inject model JSON into `assets/review-template.html`; record
…Read the whole file at its exact version.
How to install
mdr add ontology-of-everything/semanticskills/data-knowledge-architect@sha256:28e72e4284c63576The line at the top of this page pins the label v1.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_avhnxg6mvjqcuvsq)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 30, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3304 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
ontology-of-everything/semanticskills · 13 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_avhnxg6mvjqcuvsq GET https://markdownregistry.com/api/v1/resolve?ref=ontology-of-everything/semanticskills/data-knowledge-architect GET https://markdownregistry.com/api/v1/blob/28e72e4284c63576b379b1782f6cae325469ce0ebf1a01ff2f40c377ca40fd4b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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