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Freestructured workflowmedium risk

Capability · rank 09

microsoft-foundry

Set up and operate Microsoft Foundry integrations with reliable patterns.

Guides agents through Microsoft Foundry integration, setup, and operational patterns.

Listed owner

microsoft/azure-skills

Package source

GitHub

Category

Integration

Package validatedCreator reviewedIntegration
$npx skills add microsoft/azure-skills --skill microsoft-foundry
OverviewSandboxUsageExamplesLimitationsVersionsRelated Skills

Overview

Guides agents through Microsoft Foundry integration, setup, and operational patterns. Review the sandbox comparison, limitations, permissions, and pinned version before install.

Outcome

Set up and operate Microsoft Foundry integrations with reliable patterns.

Who it is for

Teams integrating Azure Foundry into agent products.

What it is not for

Generic multi-cloud architecture without Foundry.

Runtime export

codex_skill · markdown_export

Sandbox comparison
Generic baseline vs microsoft-foundry on the same sample input · pinned v1.6.0

Sample input

Greenfield service wants Foundry-backed model routing.

Model: gpt-4.1-mini · temp 0.2

Generic baseline

46/100
Create an Azure resource and call the API.

Skill-enhanced

85/100
Plan: identity + RBAC, model deployment inventory, routing policy, observability hooks, rollback path.
Checklist covers secrets, quotas, and eval gates before production traffic.

Rubric scores

+39 lift
Coverage of failure modes2 → 5
Actionable recommendations3 → 5
Measurable next steps2 → 4
Risk / limitation awareness2 → 4

Assumptions

  • Sample input is representative of a real production task
  • Same model and temperature for baseline and skill-enhanced runs

Comparison runs through the shared sandbox engine on registry sample cases (deterministic v0 path).

Usage

  1. 1. Inspect trust badges, limitations, and permissions on this page.
  2. 2. Run the sandbox comparison to see baseline vs skill-enhanced output.
  3. 3. Install the pinned version with the command below for your agent runtime.
  4. 4. Agents can also fetch /api/v1/skills/microsoft-foundry/manifest.
$npx skills add microsoft/azure-skills --skill microsoft-foundry

Example prompts & use cases

1 / Prompt

Scaffold a Foundry integration plan for this service

2 / Prompt

Review this Foundry config for operational gaps

Limitations

  • Provider APIs evolve; verify against current docs.
  • Does not manage production secrets for you.

Audience

Teams integrating Azure Foundry into agent products.

Not for

Generic multi-cloud architecture without Foundry.

Version history

v1.6.0

Jan 14, 2026current

Operational runbook updates