SKILL

microsoft-foundry

端到端构建、部署、评估、优化、微调并管理 Microsoft Foundry 的智能体、模型和资源。适用场景:foundry、azd ai agent、azd provision/deploy、托管智能体的脚手架搭建/开发/运行/部署/故障排查、提示词智能体、托管执行框架智能体、Copilot 执行框架、语音智能体、创建/更新/调用/评估智能体、为智能体添加工具、智能体洞察、批量/持续评估、持续监控、智能体 CI/CD、优化/改进提示词、优化智能体指令、Agent Optimizer、从轨迹中整理数据集、部署模型、模型微调(SFT/DPO/RFT)、Foundry 项目、RBAC、角色分配、权限、配额、容量、区域、部署失败、AI Services、创建 Foundry 资源、知识索引、自定义部署、入门引导、可用性、训练数据、评分器、蒸馏、大文件上传。不适用场景:Azure Functions、App Service、一般 Azure 部署(请使用 azure-deploy)、一般 Azure 准备工作(请使用 azure-prepare)。

机器翻译
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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, managed harness agent, Copilot harness, voice agent, create/update/invoke/evaluate agent, add tool to agent, agent insights, batch/continuous eval, continuous monitoring, agent CI/CD, optimize/improve prompt, optimize agent instructions, Agent Optimizer, 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).

适用对象:云服务、运维与安全。自动收录 · 待核查。

原作者说明节选

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原文涵盖的主题

  • Microsoft Foundry Skill
  • Pre-Execution Requirements
  • Dependency Check and Setup
  • Workflow Guidance
  • Foundry MCP
  • azd
  • Sub-Skills
  • Infrastructure Lifecycle

This skill helps developers work with Microsoft Foundry resources, covering model discovery and deployment, complete dev lifecycle of AI agent, evaluation workflows, and troubleshooting. Follow each applicable subsection below before starting its corresponding action or workflow. MANDATORY: As the first step after this skill loads, run the dependency check and setup script below from this skill's root and wait for it to finish before continuing. The script checks first and installs only missing dependencies; it does not reinstall dependencies that are already available. You MUST complete this check before reading or entering any sub-skill, workflow, or workflow-specific reference. Strictly follow the script output for subsequent actions. MANDATORY: Before executing ANY workflow-specific steps, you MUST read the corresponding sub-skill document. Do not call workflow-specific MCP tools for a workflow without reading its skill document. This applies even if you already know the MCP tool parameters — the skill document contains required workflow steps, pre-checks, and validation logic that must be followed. This rule applies on every new user message that triggers a different workflow,

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来源仓库
microsoft/skills
源文件
.github/plugins/azure-skills/skills/microsoft-foundry/SKILL.md
固定版本
9287b443662d2433c85621c7325ee72a0ce499b5
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原作者:Microsoft Skills · 原作者仓库元数据。文档核查:未核查。最近来源检查:2026-11-10T19:02:07.899Z。

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