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/microsoft-foundry

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

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

This session only. Nothing lands on disk.

foundry-agentcreatereferencestoolsprompt-agenttool-fabric-iq.md

≈484 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Tool — Fabric IQ (preview)

Connect an agent to Microsoft Fabric data — Ontology, Fabric data agents, and Power BI semantic models — through Fabric IQ. The agent delegates natural-language questions; Fabric IQ runs them against the enterprise ontology (NL2Ontology) and returns synthesized answers under the signed-in user's Fabric permissions.

Toolbox shape

{
  "type": "fabric_iq_preview",
  "project_connection_id": "<fabriciq-connection-name>",
  "server_label": "<short-lowercase-label>",
  "server_url": "https://<host>/v1/mcp/..."
}

server_url by Fabric item type

Fabric item server_url pattern Supported auth
Ontology https://{host}/v1/mcp/dataPlane/workspaces/{workspaceId}/items/{itemId}/ontologyEndpoint BYO Entra app only
Fabric data agent https://{host}/v1/mcp/workspaces/{workspaceId}/dataagents/{dataAgentId}/agent BYO Entra app or managed OAuth
Power BI semantic model https://{host}/v1/mcp/fabricaihub/integrations/m365 BYO Entra app or managed OAuth

Requirements

  • Microsoft Fabric license for both the developer and every calling end-user.
  • For Ontology / Power BI: Entra app with delegated Power BI permissions Item.Execute.All + Item.Read.All; tenant admin consent required. For Data Agent: DataAgent.Execute.All.
  • Each Fabric item must be published before it can be consumed through Fabric IQ.
  • VNet integration is not supported.
  • Tip: for Power BI semantic models, use latest models — measure/hierarchy reasoning benefits significantly.

References

For the full Entra app setup, connection-creation walkthrough, and troubleshooting, see Fabric IQ tool documentation.

Source: SKILL.md on GitHub

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

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 yesterday.

Activeupdated last week
metadata
{
  "author": "Microsoft",
  "version": "1.2.26"
}

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