azure-foundry SKILL.md skillA
azure-foundry from jnpiyush/agentx is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jnpiyush/agentx/azure-foundry@git:20260915.f17c505Pins git:20260915.f17c505 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jnpiyush/agentx
- Path
.github/skills/ai-systems/azure-foundry/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260915.f17c505, committed Sep 15, 2026
- First version recorded
- Mar 8, 2026
- Size
- 4,805 bytes
- Repository stars
- 18
- License
- Apache-2.0
Design and architect AI agents on Azure AI Foundry -- lifecycle planning, model selection strategy, evaluation frameworks, guardrail design, and deployment patterns. Use when designing agent architecture on Foundry, choosing models, planning evaluation strategy, or defining guardrails. For step-by-step operational workflows (create, deploy, invoke, trace, troubleshoot), install the Azure MCP Extension (ms-azuretools.vscode-azure-mcp-server), which also brings in the Azure Skills plugin and…
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 AI Foundry > **Companion Extension**: For detailed operational playbooks (create agents, > deploy containers, invoke endpoints, trace with App Insights, troubleshoot), > install **Azure MCP Extension** (`ms-azuretools.vscode-azure-mcp-server`). > In VS Code it also wires in the Azure Skills plugin from `microsoft/azure-skills` > plus Foundry MCP. Frontier recommends it when Azure files are detected and the > installer can add it automatically for Azure-oriented workspaces. ## When to Use This Skill - **Designing** agent architecture on Azure Foundry or Azure AI Agent Service - **Selecting** models via GitHub Models or Azure AI model catalog (cost/quality tradeoffs) - **Planning** evaluation strategy with Foundry evals (RAGAS, LLM-as-judge) - **Defining** guardrails, safety instructions, and content filtering policies - **Choosing** deployment patterns (managed endpoint vs AKS vs serverless) ## Agent Lifecycle ``` Design -> Build -> Evaluate -> Deploy -> Monitor -> Iterate ``` 1. **Design** - Define agent capabilities, tool schemas, system prompts 2. **Build** - Implement with Azure AI Agent Service or Semantic Kernel …
Read the whole file at its exact version.
How to install
mdr add jnpiyush/agentx/azure-foundry@sha256:f55940778fda7e30The line at the top of this page pins the label git:20260915.f17c505, 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_f6237cvidxvel56j)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Mar 8, 2026 and Sep 15, 2026, about one every 63 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260915.f17c505 latest | 2026-09-15 | f17c505 | 4,805 B | A | view · diff |
| git:20260310.3c13c58 | 2026-03-10 | 3c13c58 | 4,799 B | A | view · diff |
| git:20260308.18338eb | 2026-03-08 | 18338eb | 4,601 B | A | view · diff |
| git:20260308.65586be | 2026-03-08 | 65586be | 3,217 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 (4805 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
jnpiyush/agentx · 18 stars · license Apache-2.0 · pushed 2026-11-01 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_f6237cvidxvel56j GET https://markdownregistry.com/api/v1/resolve?ref=jnpiyush/agentx/azure-foundry GET https://markdownregistry.com/api/v1/blob/f55940778fda7e306289f15e51db6cf2f4c02c3de62e8bbe78d2fa7a3ee035e8
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.