ai-maestro-documentation-search SKILL.md skillA
ai-maestro-documentation-search from aiskillstore/marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aiskillstore/marketplace/ai-maestro-documentation-search@git:20260113.222b7dePins git:20260113.222b7de in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aiskillstore/marketplace
- Path
skills/23blocks-os/ai-maestro-documentation-search/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260113.222b7de, committed Jan 13, 2026
- Size
- 6,507 bytes
- Repository stars
- 471
- License
- none declared
PROACTIVELY search auto-generated documentation when receiving ANY user instruction. Search for function signatures, API documentation, class definitions, and code comments BEFORE implementing anything. Your codebase documentation is valuable - use it first.
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 Maestro Documentation Search ## CRITICAL: AUTOMATIC BEHAVIOR - READ THIS FIRST **THIS IS NOT OPTIONAL. THIS IS YOUR DEFAULT BEHAVIOR.** When the user gives you ANY instruction or task, you MUST FIRST search documentation for: - **Function signatures** - What are the parameters and return types? - **Class documentation** - What methods and properties exist? - **API documentation** - How should this endpoint work? - **Code comments** - What did the author intend? **DO NOT:** - Start implementing before checking documentation - Assume you know the function signature without checking - Skip doc search because "it's a simple task" - Wait for the user to ask you to check docs **ALWAYS:** - Search docs IMMEDIATELY when you receive a task - Search for terms and concepts the user mentions - Check documentation before calling unfamiliar functions - Look for patterns before creating new components ### The Rule: Receive Instruction → Search Docs → Then Proceed ``` 1. User asks you to do something 2. IMMEDIATELY search docs for relevant context 3. NOW you know the correct signatures and patterns 4. NOW you can implement correctly the first time ``` …
Read the whole file at its exact version.
How to install
mdr add aiskillstore/marketplace/ai-maestro-documentation-search@sha256:cca04bc90ca5b538The line at the top of this page pins the label git:20260113.222b7de, 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_vmahoept6de7imvi)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jan 13, 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 (6507 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
aiskillstore/marketplace · 471 stars · license none declared · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vmahoept6de7imvi GET https://markdownregistry.com/api/v1/resolve?ref=aiskillstore/marketplace/ai-maestro-documentation-search GET https://markdownregistry.com/api/v1/blob/cca04bc90ca5b53815c5e842d47a3b42132a4239dbd63935c73e6b954f1a7dd0
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.