geo-fundamentals SKILL.md skillA
geo-fundamentals from vodailocz/kilo-kit-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vodailocz/kilo-kit-mcp/geo-fundamentals@git:20260502.38d5305Pins git:20260502.38d5305 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vodailocz/kilo-kit-mcp
- Path
skills/ai-media/geo-fundamentals/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260502.38d5305, committed May 2, 2026
- Size
- 3,445 bytes
- Repository stars
- 27
- License
- Apache-2.0
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
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 Fundamentals > Optimization for AI-powered search engines. --- ## 1. What is GEO? **GEO** = Generative Engine Optimization | Goal | Platform | |------|----------| | Be cited in AI responses | ChatGPT, Claude, Perplexity, Gemini | ### SEO vs GEO | Aspect | SEO | GEO | |--------|-----|-----| | Goal | #1 ranking | AI citations | | Platform | Google | AI engines | | Metrics | Rankings, CTR | Citation rate | | Focus | Keywords | Entities, data | --- ## 2. AI Engine Landscape | Engine | Citation Style | Opportunity | |--------|----------------|-------------| | **Perplexity** | Numbered [1][2] | Highest citation rate | | **ChatGPT** | Inline/footnotes | Custom GPTs | | **Claude** | Contextual | Long-form content | | **Gemini** | Sources section | SEO crossover | --- ## 3. RAG Retrieval Factors How AI engines select content to cite: | Factor | Weight | |--------|--------| | Semantic relevance | ~40% | | Keyword match | ~20% | | Authority signals | ~15% | | Freshness | ~10% | | Source diversity | ~15% | --- ## 4. Content That Gets Cited | Element | Why It Works | |---------|--------------| | **Original statistics** | Unique, citable data | …
Read the whole file at its exact version.
How to install
mdr add vodailocz/kilo-kit-mcp/geo-fundamentals@sha256:2ee830fe68080231The line at the top of this page pins the label git:20260502.38d5305, 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_uf7iqkt7z37d3dxn)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 2, 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 (3445 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
vodailocz/kilo-kit-mcp · 27 stars · license Apache-2.0 · pushed 2026-10-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_uf7iqkt7z37d3dxn GET https://markdownregistry.com/api/v1/resolve?ref=vodailocz/kilo-kit-mcp/geo-fundamentals GET https://markdownregistry.com/api/v1/blob/2ee830fe680802316c549dbeb31cc0c4e49569c25ab338e7812500d097a5924b
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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