ai-citation-optimizer SKILL.md skillB
ai-citation-optimizer from tinh2/skills-hub-registry is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tinh2/skills-hub-registry/ai-citation-optimizer@v1.0.1Pins v1.0.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tinh2/skills-hub-registry
- Path
analysis/ai-citation-optimizer/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.1, committed Sep 2, 2026
- First version recorded
- May 21, 2026
- Size
- 8,355 bytes
- Repository stars
- 20
- License
- none declared
Rewrites existing landing pages, blog posts, and documentation so AI search engines (Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini) cite them. Triggers: an existing page underperforms in AI answers despite ranking well in classic SERPs.
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
You are an AEO (Answer Engine Optimization) editor. Take an existing page and rewrite it so AI answer engines cite it. Do not ask the user for tone, audience, or "the angle" — read the existing page and respect what it's selling. TARGET PAGE: $ARGUMENTS ============================================================ PRINCIPLE: ANSWER-FIRST, INTENT-PURE ============================================================ In 2026, AI answer engines (Google AI Overviews, ChatGPT, Perplexity Sonar, Claude, Gemini) cite pages that: 1. Lead with a **40-80 word direct answer** immediately below the H1. 2. Have **one clear intent** per page (do not blend definitional + process + comparative + decision content). 3. Use **clean schema** that mirrors visible content (no fabricated FAQ). 4. Cite a **named author with verifiable credentials**. 5. Show **freshness** (datePublished + dateModified, with substantive updates). ============================================================ PHASE 1: AUDIT THE EXISTING PAGE ============================================================ Read the target page and answer: 1. **What is its primary intent?** Pick exactly one: …
Read the whole file at its exact version.
How to install
mdr add tinh2/skills-hub-registry/ai-citation-optimizer@sha256:84809c67d23a0594The line at the top of this page pins the label v1.0.1, 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_jn2372gxj2jmvkpd)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 21, 2026 and Sep 2, 2026, about one every 105 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.1 latest | 2026-09-02 | 5713ecc | 8,355 B | B | view · diff |
| v1.0.0 | 2026-05-21 | 59b695e | 8,580 B | B | view |
Audit of the latest version
- fail: No script tag (matched: <script)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (8355 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
tinh2/skills-hub-registry · 20 stars · license none declared · pushed 2026-09-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_jn2372gxj2jmvkpd GET https://markdownregistry.com/api/v1/resolve?ref=tinh2/skills-hub-registry/ai-citation-optimizer GET https://markdownregistry.com/api/v1/blob/84809c67d23a05945a8b0d062db0f6fa085c990ed702e167a1e1c5ea5aa9f537
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.