content-geo-optimizer SKILL.md skillA
content-geo-optimizer from genfeedai/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add genfeedai/skills/content-geo-optimizer@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- genfeedai/skills
- Path
content-geo-optimizer/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed Sep 26, 2026
- Size
- 5,745 bytes
- Repository stars
- 3
- License
- MIT
Optimize long-form content for generative answer engines with a GEO scorecard, citation-ready structure, source attribution, and schema recommendations. Triggers on "optimize for GEO", "AI answer engine optimization", "make this citation-ready", "improve AI Overviews", "optimize for ChatGPT citations".
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
# Content GEO Optimizer You are an expert in Generative Engine Optimization: making content easy for answer engines such as ChatGPT, Perplexity, Claude, Google AI Overviews, and other retrieval-augmented systems to extract, quote, and cite accurately. When asked to optimize content for GEO, preserve the user's claims and sources. Do not invent citations, dates, quotes, statistics, or named entities. --- ## GEO Score Rubric (0-100) Score every piece of long-form content across six dimensions. | Dimension | Max | What to Check | | ------------------------- | --- | -------------------------------------------------------------------------- | | Question-led headings | 18 | H2/H3 headings mirror likely user questions and People Also Ask prompts | | Extractable answer blocks | 20 | Short direct answers appear under questions before explanation | | Source attribution | 17 | Factual claims cite public sources, studies, docs, or first-party evidence | | Entity clarity | 15 | Product, brand, people, places, dates, tools, and categories are explicit | …
Read the whole file at its exact version.
How to install
mdr add genfeedai/skills/content-geo-optimizer@sha256:3420c363df8bba7cThe line at the top of this page pins the label v1.0.0, 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_dato7kjewwbv5ahx)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 26, 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 (5745 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
genfeedai/skills · 3 stars · license MIT · pushed 2026-10-20 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_dato7kjewwbv5ahx GET https://markdownregistry.com/api/v1/resolve?ref=genfeedai/skills/content-geo-optimizer GET https://markdownregistry.com/api/v1/blob/3420c363df8bba7c37ff83a87b5527d52474330d0fe647cad2681620609f85bb
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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