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microsoft-foundry

bymicrosoft·#5 trending

Deploy, evaluate, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval,…

1,200stars
First seenFeb 4, 2026

Installation

Send this command to your AI agent:

npx skills add https://github.com/microsoft/azure-skills --skill microsoft-foundry

Documentation

End-to-end deployment, evaluation, and management of AI agents on Microsoft Foundry.

  • Covers the complete agent lifecycle: creation from starter samples, containerization and ACR push, hosted or prompt agent deployment, invocation, batch evaluation, and prompt optimization
  • Includes specialized sub-skills for deploy, invoke, observe (evaluation and prompt optimization), trace analysis, troubleshooting, and dataset curation from production traces
  • Supports project and resource provisioning, RBAC management, quota tracking, and model deployment with intelligent routing across regions and SKUs
  • Requires .foundry/agent-metadata.yaml as the source of truth for environment-specific configuration, datasets, and evaluation test cases