search-optimization SKILL.md skillA
search-optimization from ham7a311/vitrine is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ham7a311/vitrine/search-optimization@git:20261004.15312e4Pins git:20261004.15312e4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ham7a311/vitrine
- Path
src/workshop/skills/search-optimization/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261004.15312e4, committed Oct 4, 2026
- Size
- 3,384 bytes
- Repository stars
- 10
- License
- MIT
Improve a site's own search box - relevance, aliases and synonyms, typo tolerance, partial matching, ranking and empty states - and prove it with a table of real queries and the results they must return. Use when people search a component library, docs or catalogue and don't find what is there.
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
# /search-optimization
Good site search is predictable: the obvious query finds the obvious thing first. Every change here is checked against a query table, so improving one search can't silently break another.
## 1. Build the query table first
Write 30–60 queries real people would type, each with the results that **must** appear in the top 5. Cover:
- **Exact names:** "silk field".
- **What it is, not what it's called:** "animated button", "glass button", "background", "card", "chart".
- **Jargon and short forms:** "cta", "auth", "login", "sign in", "ai", "llm", "nav", "modal", "toast".
- **Plurals and capitals:** "Buttons", "PRICING".
- **One typo:** "backgorund", "pricng".
- **Two-word intents:** "pricing toggle", "dark mode switch".
- **Nonsense:** "zzzz", which must show a helpful empty state, not an error.
Run it as a script against the real search function and print pass/fail per row. This is the test suite.
## 2. Know what each item is indexed by
Search can only find what its metadata says. For every item check that it has:
- a name;
- a category with a human label;
- 4–8 tags that use the words people search with ("glass", "cta", "login"), not internal ones;
…Read the whole file at its exact version.
How to install
mdr add ham7a311/vitrine/search-optimization@sha256:a172f7058f5b35aeThe line at the top of this page pins the label git:20261004.15312e4, 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_fbcrzkteelr2hlaf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 4, 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 (3384 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
ham7a311/vitrine · 10 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_fbcrzkteelr2hlaf GET https://markdownregistry.com/api/v1/resolve?ref=ham7a311/vitrine/search-optimization GET https://markdownregistry.com/api/v1/blob/a172f7058f5b35aec0236b887b28e9823d997a28378ec45f002ef4c519e26421
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.