seo-score SKILL.md skillA
seo-score 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-score@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-score/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261025.0a7ef08, committed Oct 25, 2026
- First version recorded
- Jun 1, 2026
- Size
- 3,036 bytes
- Repository stars
- 83
- License
- MIT
Compute the two never-blended 0-100 scores (Search SEO and AI Visibility / GEO-AEO) from a set of findings, with severity-weighted category values, dynamic re-normalization of conditional modules, severity gating, and letter bands. Used by seo-orchestrator and the `score` command.
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-score Turns findings (conforming to `schema/finding.schema.json`) into the two scores. Full model in `references/scoring-model.md` — follow it exactly. ## Steps 1. Group findings by the category each module maps to, per score. A finding contributes only to the score(s) in `expected_impact.axis` (`search`, `ai`, or `both`). 2. **Category value** = `100 × Σ(status_factor × severity for scored findings) / Σ(severity)`, where `status_factor`: pass 1.0, warn 0.5, fail 0.0. Exclude `needs_api` and `not_applicable` from both sums. 3. **Active weights**: drop conditional categories (e-commerce/local/international) whose modules produced no findings; re-normalize remaining weights to sum to their active total. 4. **Score** = `Σ(category_value × weight) / Σ(active weight)` for each of Search SEO and AI Visibility. 5. **Severity gating**: if any finding has `severity: 5` and `status: fail`, cap the affected score at 40 and set `capped: true`. 6. Assign bands (A≥90, B≥80, C≥70, D≥60, F<60) and a one-line interpretation from the Search×AI quadrant. …
Read the whole file at its exact version.
How to install
mdr add hainrixz/claude-seo-ai/seo-score@sha256:36c34c5ed804ba22The 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_ralat7wp6xcg2es7)
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 | 3,036 B | A | view · diff |
| git:20260906.e1dc45e | 2026-09-06 | e1dc45e | 2,897 B | A | view · diff |
| git:20260906.7024c43 | 2026-09-06 | 7024c43 | 2,689 B | A | view · diff |
| git:20260906.fa9c08a | 2026-09-06 | fa9c08a | 2,419 B | A | view · diff |
| git:20260601.62c3bf5 | 2026-06-01 | 62c3bf5 | 2,154 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 (3036 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_ralat7wp6xcg2es7 GET https://markdownregistry.com/api/v1/resolve?ref=hainrixz/claude-seo-ai/seo-score GET https://markdownregistry.com/api/v1/blob/36c34c5ed804ba22fc7c223da668e8dcaf6a3e0d7df94f60ba186a0aa121f9c7
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.