seo-geo-factdensity SKILL.md skillA
seo-geo-factdensity from hainrixz/claude-seo-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hainrixz/claude-seo-ai/seo-geo-factdensity@git:20261025.0a7ef08Pins git:20261025.0a7ef08 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hainrixz/claude-seo-ai
- Path
skills/seo-geo-factdensity/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261025.0a7ef08, committed Oct 25, 2026
- First version recorded
- Jun 1, 2026
- Size
- 7,190 bytes
- Repository stars
- 83
- License
- MIT
Audit fact density and sourcing on a page — measure statistic/number density per passage, detect proprietary/original data, count outbound citations to authoritative sources, and flag claims made without a supporting stat or source. Module M12. Feeds the AI Visibility score. Advisory-only; never fabricates statistics or sources.
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
<!-- Portions Copyright (c) 2026 Enrique Rocha (@soyenriquerocha) - see LICENSE for original authors · tododeia.com · id er-d03758e1 -->
# seo-geo-factdensity (M12)
Generative engines preferentially cite passages that are concrete, quantified, and attributable. This module measures how "citable" the page's prose is — facts, numbers, original data, and authoritative outbound links — not vocabulary. AI retrieval/citation context: `references/ai-crawlers.md`.
## Inputs
Work from the PageSnapshot named in your dispatch envelope: read `parsed` from `<run_dir>/pages/<slug>.json` (`anchors[]` for outbound links, `text_sample`) and the HTML file for passage-level counts; Grep `pages/<slug>.html` for verbatim evidence; site artifacts live in `<run_dir>/site/{robots.json,sitemaps.json,discovery.json}`. Deterministic findings already emitted by `audit.mjs` are listed in `<run_dir>/findings.deterministic.json` — do not re-emit those ids; add model-judged findings only. If invoked directly with a URL/path and no snapshot exists, first run `node "${CLAUDE_PLUGIN_ROOT}/scripts/snapshot.mjs" <target> --out "${CLAUDE_PLUGIN_DATA}/runs"` and use the printed snapshot path.
## Audits
…Read the whole file at its exact version.
How to install
mdr add hainrixz/claude-seo-ai/seo-geo-factdensity@sha256:e6586f909c8c2d59The line at the top of this page pins the label git:20261025.0a7ef08, 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_uwolh52mgl2zyhoo)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 1, 2026 and Oct 25, 2026, about one every 36 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261025.0a7ef08 latest | 2026-10-25 | 0a7ef08 | 7,190 B | A | view · diff |
| git:20260906.e1dc45e | 2026-09-06 | e1dc45e | 7,051 B | A | view · diff |
| git:20260906.683d4d0 | 2026-09-06 | 683d4d0 | 7,111 B | A | view · diff |
| git:20260906.fa9c08a | 2026-09-06 | fa9c08a | 5,242 B | A | view · diff |
| git:20260601.62c3bf5 | 2026-06-01 | 62c3bf5 | 4,382 B | A | view |
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 (7190 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
hainrixz/claude-seo-ai · 83 stars · license MIT · pushed 2026-10-25 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uwolh52mgl2zyhoo GET https://markdownregistry.com/api/v1/resolve?ref=hainrixz/claude-seo-ai/seo-geo-factdensity GET https://markdownregistry.com/api/v1/blob/e6586f909c8c2d59650f2dbc20eca2696614a212f9096f8495f7f33b03332e15
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.