ai-search-optimization SKILL.md skillA
ai-search-optimization from ucsandman/claude-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ucsandman/claude-skills/ai-search-optimization@git:20260905.41afbd2Pins git:20260905.41afbd2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ucsandman/claude-skills
- Path
ai-search-optimization/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260905.41afbd2, committed Sep 5, 2026
- First version recorded
- Sep 4, 2026
- Size
- 2,673 bytes
- Repository stars
- 5
- License
- MIT
Improve retrieval, citations, and accurate representation in AI search answers.
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 optimization Classical SEO optimizes to be *clicked*. This optimizes to be *quoted* — often with no click at all. That changes what a good page looks like. ## What gets cited - **Self-contained passages.** A retrieved chunk arrives without the surrounding page. Each section must make sense alone, with its subject named rather than pronominalized. - **Direct answers near the question.** Bury the answer under three paragraphs of context and the passage retrieved will be the context. - **Specific, checkable facts** — numbers, dates, named methods, stated conditions. Vague claims are neither retrievable nor quotable. - **Attributable expertise.** Named authors, stated credentials, dated content, and cited sources. Anonymous undated content is weakly weighted. - **Structure that survives extraction** — real headings, real lists, real tables. Layout implied by styling disappears. ## Practical moves - Answer the question in the first sentence under each heading, then elaborate. - Write headings as the questions people actually ask. - Define your own terms on your own pages, so the model's definition traces to you. …
Read the whole file at its exact version.
How to install
mdr add ucsandman/claude-skills/ai-search-optimization@sha256:ee3f9945f1594c1dThe line at the top of this page pins the label git:20260905.41afbd2, 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_tv5vohumuvcdoclk)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 4, 2026 and Sep 5, 2026, about one every day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.41afbd2 latest | 2026-09-05 | 41afbd2 | 2,673 B | A | view · diff |
| git:20260904.14d2e37 | 2026-09-04 | 14d2e37 | 2,732 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 (2673 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
ucsandman/claude-skills · 5 stars · license MIT · pushed 2026-09-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_tv5vohumuvcdoclk GET https://markdownregistry.com/api/v1/resolve?ref=ucsandman/claude-skills/ai-search-optimization GET https://markdownregistry.com/api/v1/blob/ee3f9945f1594c1df0c48ff51d4c9649826fddc05ca6b985f6a94abc9fe7ae37
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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