geo-platform-optimizer SKILL.md skillA
geo-platform-optimizer from techhorizonlabs/thl-open is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add techhorizonlabs/thl-open/geo-platform-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
- techhorizonlabs/thl-open
- Path
skills/geo-platform-optimizer/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Oct 9, 2026
- First version recorded
- Jun 15, 2026
- Size
- 19,301 bytes
- Repository stars
- 17
- License
- MIT
Platform-specific AI search optimization: audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually.
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
# GEO Platform Optimizer ## Core Insight Only **11% of domains** are cited by BOTH ChatGPT and Google AI Overviews for the same query. Each AI search platform uses different indexes, ranking logic, and source preferences. A page optimized for Google AI Overviews may be invisible to ChatGPT, and vice versa. Platform-specific optimization is not optional; it is the foundation of any serious GEO strategy. ## How to Use This Skill 1. Collect the target URL and the site's primary topic/industry 2. Run each platform checklist below against the site 3. Score each platform on the 0-100 rubric 4. Generate GEO-PLATFORM-OPTIMIZATION.md with per-platform scores, gaps, and action items --- ## Platform 1: Google AI Overviews (AIO) ### How AIO Selects Sources - 92% of AIO citations come from pages already ranking in the **top 10 organic results**; traditional SEO is the gateway - However, 47% of citations come from pages ranking **below position 5**, so AIO has its own selection logic favoring clarity and directness over raw rank - AIO strongly favors pages with **clean structure, direct answers, and scannable formatting** …
Read the whole file at its exact version.
How to install
mdr add techhorizonlabs/thl-open/geo-platform-optimizer@sha256:2e1dd02f788ae372The 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_pitasrvli3nyxnkl)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 15, 2026 and Oct 9, 2026, about one every 39 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-09 | 579b7a3 | 19,301 B | A | view · diff |
| v1.0.0 | 2026-10-09 | 70cb71b | 19,299 B | A | view · diff |
| v1.0.0 | 2026-06-15 | 2f344cc | 19,332 B | A | view · diff |
| v1.0.0 | 2026-06-15 | 1faef8b | 18,997 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 (19301 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
techhorizonlabs/thl-open · 17 stars · license MIT · pushed 2026-10-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pitasrvli3nyxnkl GET https://markdownregistry.com/api/v1/resolve?ref=techhorizonlabs/thl-open/geo-platform-optimizer GET https://markdownregistry.com/api/v1/blob/2e1dd02f788ae3728c8a151022af531641104c30ef1ad7b53a7b2c9b0b9550fe
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.