azure-cosmosdb-application-developer SKILL.md skillA

azure-cosmosdb-application-developer from vincentchuwaichow/vanguard-frontier-agentic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add vincentchuwaichow/vanguard-frontier-agentic/azure-cosmosdb-application-developer@v0.1.3

Pins v0.1.3 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
vincentchuwaichow/vanguard-frontier-agentic
Path
skills/azure/azure-cosmosdb-application-developer/SKILL.md
Versions recorded
5
Latest version
v0.1.3, committed Jul 31, 2026
First version recorded
May 5, 2026
Size
3,069 bytes
Repository stars
24
License
Apache-2.0

Use this skill for Azure Cosmos DB application development work, especially NoSQL data modeling, document structure, partition-aware access patterns, point reads, query design, SDK usage, transactional batch scope, consistency-aware reads, change feed integration, and Cosmos DB development guidance.

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

# Azure Cosmos DB Application Developer

## Purpose

Guide Azure Cosmos DB application-development decisions without pretending relational habits, scan-heavy queries, or cross-partition assumptions will scale safely.

## When to use

Use this skill when the user asks for:

- Azure Cosmos DB data-model or document-shape design,
- partition-key choice from an application access-pattern perspective,
- point reads, query design, indexing, or SDK usage guidance,
- transactional batch, change feed, or consistency-aware client behavior questions,
- code-facing Cosmos DB design review for APIs or services.

Do not use this skill as a substitute for:

- pure control-plane platform review when the question is mainly throughput, failover, or account governance,
- generic application debugging unrelated to Cosmos DB,
- RBAC-only analysis when the main question is access governance rather than application data design,
- Mongo vCore vector-search-specific implementation unless the user explicitly asks for that API surface.

## Lean operating rules
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add vincentchuwaichow/vanguard-frontier-agentic/azure-cosmosdb-application-developer@sha256:5296a87e3ae0da05

The line at the top of this page pins the label v0.1.3, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_z6v62ofi5tln7q2g.svg)](https://markdownregistry.com/a/art_z6v62ofi5tln7q2g)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between May 5, 2026 and Jul 31, 2026, about one every 22 days.

versioncommittedcommitsizeaudit
v0.1.3 latest2026-07-31 e5f8521 3,069 BA view · diff
v0.1.32026-06-05 9ff780f 3,059 BA view · diff
v0.1.22026-06-04 2ab8696 3,059 BA view · diff
v0.1.02026-05-05 d429f6f 2,708 BA view · diff
v0.1.02026-05-05 8361fc7 2,667 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3069 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

GitHub

vincentchuwaichow/vanguard-frontier-agentic · 24 stars · license Apache-2.0 · pushed 2026-10-20 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_z6v62ofi5tln7q2g
GET https://markdownregistry.com/api/v1/resolve?ref=vincentchuwaichow/vanguard-frontier-agentic/azure-cosmosdb-application-developer
GET https://markdownregistry.com/api/v1/blob/5296a87e3ae0da0510b81738f18461db7e7fa63318caf7ba026cc66a3f797127

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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