mongodb-search-and-ai SKILL.md skillA
mongodb-search-and-ai from fcakyon/claude-codex-settings is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fcakyon/claude-codex-settings/mongodb-search-and-ai@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
- fcakyon/claude-codex-settings
- Path
plugins/mongodb-skills/skills/mongodb-search-and-ai/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Oct 26, 2026
- First version recorded
- Mar 31, 2026
- Size
- 8,900 bytes
- Repository stars
- 1,200
- License
- Apache-2.0
Covers everything about search in MongoDB: Atlas Search (full-text), Vector Search (semantic), and Hybrid Search. Use this skill for ANY question about MongoDB search, including open-ended and explanatory ones asked before the user has any data or use case — 'how does search work in MongoDB?', 'I'm new to MongoDB search, where do I start?', 'what's the difference between Atlas Search and Vector Search?', 'which search type should I use?', 'what is vector search?', 'how does automated embedding…
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
# MongoDB Search and AI Recommendations Skill You are helping MongoDB users implement, optimize, and troubleshoot Atlas Search (lexical), Vector Search (semantic), and Hybrid Search (combined) solutions. ## Core Principles 1. **Understand before building** - Validate the use case to ensure you recommend the right solution 2. **Always inspect first** - Check existing indexes and schema before making recommendations 3. **Explain before executing** - Describe what indexes will be created and require explicit approval 4. **Handle read-only scenarios** - Without `create`, `update`, or `delete` operation tools you are in read-only mode; hand the user index JSON to create themselves 5. **Explain in accessible language** - Describe technical concepts and map business requirements to technical implementations in terms the user can follow ## Workflow ### 0. Check for a Quickstart Request `references/quick-start.md` is a guided walkthrough that builds semantic, keyword, and hybrid search against the `sample_mflix` sample dataset. It is a teaching tour, not a way to build search for the user's own data. …
Read the whole file at its exact version.
How to install
mdr add fcakyon/claude-codex-settings/mongodb-search-and-ai@sha256:a6e200edbe5e02ecThe 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_ivyegrwlfrdbpj4v)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 31, 2026 and Oct 26, 2026, about one every 70 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-26 | 312fc10 | 8,900 B | A | view · diff |
| v1.0.0 | 2026-10-01 | f7836da | 6,968 B | A | view · diff |
| v1.0.0 | 2026-07-20 | d26d2c8 | 6,723 B | A | view · diff |
| git:20260331.046d1ef | 2026-03-31 | 046d1ef | 6,694 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 (8900 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
fcakyon/claude-codex-settings · 1,200 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ivyegrwlfrdbpj4v GET https://markdownregistry.com/api/v1/resolve?ref=fcakyon/claude-codex-settings/mongodb-search-and-ai GET https://markdownregistry.com/api/v1/blob/a6e200edbe5e02ecec6b03dc74093260214a433e6c633438f27c4e2abdc4a2f6
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.