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Microsoft Foundry

Deploy, evaluate, fine-tune, and manage Microsoft Foundry agents end-to-end — builds, hosted agents, batch/continuous eval, and prompt optimization.

Install

/plugin marketplace add microsoft/azure-skills
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This skill manages Microsoft Foundry agents end-to-end: Docker build and ACR push, creating hosted and prompt agents, adding tools, and invoking them. It covers batch and continuous evaluation, prompt optimization, agent.yaml scaffolding, dataset curation from traces, and model fine-tuning via SFT, DPO, and RFT. It requires calling the Azure MCP foundry tool first as a discovery step. Use it for Foundry projects, not general Azure deploys.