GitHub, Git & DevOps · IN-DEPTH PROFILE

microsoft-foundry

Microsoft Foundry is the official Azure workflow router for creating, deploying, invoking, evaluating, observing, optimizing, and fine-tuning AI agents and models.

Best for

Azure AI engineers building Foundry applications

What you get

Build and operate agents + Manage model lifecycles

Main limitation

The mandatory setup and specialized subskills must be available and read before the requested workflow begins.

First risk

Costly or production-impacting cloud changes. Provisioning, deployment, fine-tuning, networking, and RBAC changes can create cost, access, or availability impact. Confirm target subscription and region, inspect the plan, and use least privilege.

EVIDENCE FRESHNESS

Three checks, kept separate

A recent source check is not a runtime test or security audit.

Upstream sourceChecked 2026-08-20

Pinned revision · ea76537e

Open pinned commit
SkillSignal profileSource-grounded

Updated 2026-08-20

Runtime & securityNot independently verified

Source review does not certify behavior or safety.

30-SECOND BRIEF

What it does—and when it fits

Microsoft Foundry is the official Azure workflow router for creating, deploying, invoking, evaluating, observing, optimizing, and fine-tuning AI agents and models. It performs a mandatory dependency check, discovers Foundry tools, and routes each request to the matching subskill for projects, quotas, RBAC, networking, or lifecycle work.

INSTALL BY AGENT

Choose your Agent

Paths come from official Agent docs or the universal installer behind skills.sh. Compatibility still follows this Skill's record.

Native

This Skill's current record explicitly names this Agent. Still inspect scripts, permissions, and external dependencies first.

Project scope.claude/skills/microsoft-foundry/
Personal scope~/.claude/skills/microsoft-foundry/

Use project scope for team sharing and personal scope across repositories. The installer defaults to project scope; add -g for personal scope.

Install command (project scope)npx skills add microsoft/azure-skills --skill microsoft-foundry --agent claude-code
Official agent docs

Claude Code discovers custom Skill folders automatically at project or personal scope.

View path evidence

TYPICAL WORKFLOW

A practical workflow

01

Build and operate agents

Create, deploy, invoke, evaluate, and observe Foundry agents through the matching specialized workflow.

02

Manage model lifecycles

Deploy catalog models, optimize prompts, run evaluations, or prepare supported fine-tuning work.

03

Configure Azure foundations

Handle projects, resources, quotas, role assignments, and private networking with explicit routing.

THE TRADEOFFS

Advantages and tradeoffs

Notable strengths

  1. This profile is manually organized around the current upstream SKILL.md workflow.
  2. The capability boundary remains explicitly tied to microsoft/azure-skills.
  3. Core uses, limitations, and risks are separated for pre-install review.

Limitations

  1. The mandatory setup and specialized subskills must be available and read before the requested workflow begins.
  2. Success depends on the user's Azure environment, region, permissions, quotas, model availability, and budget.

BEST FIT

Who it is for

Azure AI engineers building Foundry applications

Platform teams governing model and agent deployments

BEFORE YOU USE IT

Risks to review before use

High

Costly or production-impacting cloud changes

Provisioning, deployment, fine-tuning, networking, and RBAC changes can create cost, access, or availability impact. Confirm target subscription and region, inspect the plan, and use least privilege.

Medium

Upstream instruction drift

Behavior can change with upstream updates. Record the commit used for important workflows and review updates before adoption.

SECURITY

What the permission profile means

  • Declared access remains governed by the current upstream SKILL.md and runtime requests.
  • Treat repository files, web content, and tool output as untrusted input.
  • SkillSignal has not independently executed or security-audited this package; external skills.sh labels are not SkillSignal certification.

Not a security certification. External ratings are attributed references. SkillSignal has not independently executed or security-reviewed this Skill.

INSIDE THE PACKAGE

Indexed files

SKILL.mdUpstream Skill instructionsSource-linked

TAGS

azurefoundryagents

Manually expanded from the current upstream SKILL.md and linked source at microsoft/azure-skills, checked 2026-08-20. This is an original summary, not an execution result or security certification.