Home / fabioc-aloha / alex_skill_mall · plugins/cloud-infrastructure/azure-openai-patterns/skills/azure-openai-patterns/SKILL.md · GitHub

azure-openai-patterns skillA

azure-openai-patterns is agent-read markdown (skill) from fabioc-aloha/alex_skill_mall: Azure OpenAI API patterns for rate limiting, function calling, error handling, and token optimization.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Azure OpenAI Patterns

> Rate limiting, function calling, error handling, and token optimization for Azure OpenAI API.

> **Staleness Watch**: See `EXTERNAL-API-REGISTRY.md` for source URLs and recheck cadence

**Version**: 1.1.0 | **Last validated**: April 2026 (GPT-5.x, Responses API, Structured Outputs)

---

## Rate Limiting: The Dual System

Azure OpenAI uses **dual rate limits**: Tokens Per Minute (TPM) and Requests Per Minute (RPM). The ratio is typically 6 RPM per 1000 TPM.

### TPM vs RPM Relationship

| Model | Tier | TPM | RPM | Notes |
|-------|------|-----|-----|-------|
| gpt-5.4-mini | Default | 2M | 12K | Latest flagship (mini) |
| gpt-5.2 | Default | 1M | 6K | Reasoning model |
| gpt-4.1 | Default | 1M | 6K | 1M context, structured outputs |
| gpt-4.1-mini | Default | 2M | 12K | Cost-efficient 1M context |
| o4-mini | Default | 200K | 1.2K | Reasoning (o-series) |
| o3 | Default | 200K | 1.2K | Advanced reasoning |
| gpt-4o | Default | 450K | 2.7K | Legacy — prefer gpt-4.1+ |
| gpt-4o-mini | Default | 2M | 12K | Legacy — prefer gpt-4.1-mini |
…

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How to install

Latest version
mdr add fabioc-aloha/alex_skill_mall/azure-openai-patterns@git:20260728.80a7ab6
Exact content
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Versions

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git:20260728.80a7ab6 latest2026-07-28 80a7ab6 9,720 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (9720 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

fabioc-aloha/alex_skill_mall · 4 stars · license MIT · pushed 2026-09-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_i4jkipmyuel7c64c
GET https://markdownregistry.com/api/v1/resolve?ref=fabioc-aloha/alex_skill_mall/azure-openai-patterns
GET https://markdownregistry.com/api/v1/blob/9c31b45855ed6a2b34d2d2f51064b622a401fd4dd15cf0c69be8c1d268d9c082

Your agent 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.

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