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/microsoft-foundry

@04110d9
by microsoftmicrosoft/skills3.1k stars
351

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end. USE FOR: foundry, azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy/troubleshoot, prompt agent create, create agent, update agent, add tool to agent, invoke agent, agent.yaml, agent insights, pull agent insights, evaluate agent, batch eval, continuous eval, continuous monitoring, agent CI/CD, optimize prompt, improve prompt, prompt optimizer, optimize agent instructions, Agent Optimizer scaffold, dataset curation from traces, deploy model, model fine-tuning (SFT/DPO/RFT), Foundry project, RBAC, role assignment, permissions, quota, capacity, region, deployment failure, AI Services, create Foundry resource, knowledge index, customize deployment, onboard, availability, training-data, grader, distillation, large file upload. DO NOT USE FOR: Azure Functions, App Service, general Azure deploy (use azure-deploy), general Azure prep (use azure-prepare).

Ask your Agent

Use this Skill: https://skilld.dev/gh/microsoft/skills/microsoft-foundry

This session only. Nothing lands on disk.

foundry-agentagent-optimizerreferencesazd-setup.md

≈306 tokens on demand. Your agent reads this file only when SKILL.md points to it.

azd Setup

Use this before running Agent Optimizer operations. This skill targets agent code repos that use azd and hosted agents.

Verify prerequisites

Run from the selected agent repo:

azd version
az login
azd ai agent --help
azd ai agent optimize --help

If azd ai agent is unavailable, install or update the azure.ai.agents azd extension using the official extension source. If the needed version is private preview only, ask the user for their approved extension source; do not embed private registry commands.

Resolve hosted-agent context

Use Common Project Context Resolution. Prefer azd context from azure.yaml and azd env get-values.

Confirm:

  • selected service uses host: azure.ai.agent
  • selected root contains Python agent code
  • agent kind is hosted
  • project endpoint/project ID and deployed agent name/version are known

If the agent's azure.yaml service block is missing, ask before initializing:

azd ai agent init --project-id <project-id>

Use the project ID from azd context when available; otherwise ask the user. After init, stop for review of the generated azure.yaml service block.

Source: SKILL.md on GitHub

Third-party checks

2 warnings3d4 checks · Risk SAFE
  • Gen Agent Trust Hub3d

    This skill provides a comprehensive environment for managing the end-to-end lifecycle of AI agents, models, and infrastructure on Microsoft Foundry. It includes sub-skills for deployment, evaluation, fine-tuning, and troubleshooting. The skill utilizes dynamic code execution and shell command wrappers, which are used within the context of local development and cloud orchestration. All external resources and dependencies originate from trusted organizations and well-known services.

  • Socket3d

    2 alerts: gptSecurity, gptAnomaly

  • Snyk3d

    Risk: LOW · No issues

  • Runlayer7mo

    36/36 files flagged

Provenance

Signed by skilld at 04110d9. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 19 hours ago.

Activeupdated last week

Capability

metadata
{
  "author": "Microsoft",
  "version": "1.2.26"
}

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