ai-search-research SKILL.md skillA
ai-search-research from oegeyilmaz9/seo-aeo-geo-ultimate is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oegeyilmaz9/seo-aeo-geo-ultimate/ai-search-research@git:20261005.6cf93ccPins git:20261005.6cf93cc in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oegeyilmaz9/seo-aeo-geo-ultimate
- Path
skills/ai-search-research/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261005.6cf93cc, committed Oct 5, 2026
- First version recorded
- Aug 6, 2026
- Size
- 5,972 bytes
- Repository stars
- 5
- License
- Apache-2.0
Use when a request concerns AEO/GEO demand research, AI-answer or generative-search query-corpus research, entity or source-landscape mapping, citation-source or competitor benchmarking, bilingual TR/EN research, missing-access planning, evidence freshness or classification, or pressure to treat unproven tactics as universal rules; do not use for page audits, content rewriting, technical SEO, schema, hreflang, implementation, or longitudinal visibility monitoring.
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
# AI Search Research ## Markdown delivery contract Read [markdown-delivery-contract.md](references/markdown-delivery-contract.md) for every task. Write a substantive `.md` document for every material work step and register its direct destination in the work `index.md`. For public-site work, apply the owner-required Markdown discovery profile across the full eligible inventory; preserve native standards and immutable evidence formats. Lane outputs: `ai-search-research.md; source-register.md; question-map.md` (combine small related steps with stable section links). Document observed vs hypothesized prompts and sources. Resolve every supported question to its answer-bearing document, canonical URL and claim evidence. Missing engine observations remain gaps; publishing Markdown is an owner convention, not an engine mandate. …
Read the whole file at its exact version.
How to install
mdr add oegeyilmaz9/seo-aeo-geo-ultimate/ai-search-research@sha256:68000d6280a65961The line at the top of this page pins the label git:20261005.6cf93cc, 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_nil6sheo3dl55nnp)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 6, 2026 and Oct 5, 2026, about one every 30 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261005.6cf93cc latest | 2026-10-05 | 6cf93cc | 5,972 B | A | view · diff |
| git:20260810.920abb6 | 2026-08-10 | 920abb6 | 5,140 B | A | view · diff |
| git:20260806.e0527f3 | 2026-08-06 | e0527f3 | 3,847 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 (5972 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
oegeyilmaz9/seo-aeo-geo-ultimate · 5 stars · license Apache-2.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nil6sheo3dl55nnp GET https://markdownregistry.com/api/v1/resolve?ref=oegeyilmaz9/seo-aeo-geo-ultimate/ai-search-research GET https://markdownregistry.com/api/v1/blob/68000d6280a65961fcaca1aee13bf4f65944f2c2f1186e3c0987d4290354557d
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.