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microsoft/microsoft-foundry

Microsoft Foundry 에이전트를 엔드투엔드로 배포, 평가, 미세 조정 및 관리합니다: 호스팅된 에이전트 스캐폴드/실행/배포, 프롬프트 에이전트 생성, 배치 평가, 지속적 평가, 프롬프트 최적화, 에이전트 옵티마이저 스캐폴드, agent.yaml, 추적에서 데이터셋 큐레이션, 모델 미세 조정(SFT/DPO/RFT).

microsoft-foundry란 무엇인가요?

이 스킬은 azd(Azure Developer CLI)를 사용하여 Microsoft Foundry 에이전트를 엔드투엔드로 관리하는 포괄적인 도구 모음입니다. 개발자는 호스팅된 에이전트를 신속하게 스캐폴드하고, 실행하며, 배포할 수 있습니다. 또한 프롬프트 에이전트를 생성하고, 배치 평가와 지속적 평가를 설정하며, 프롬프트 최적화기를 통해 에이전트 지침을 개선할 수 있습니다. 에이전트 옵티마이저를 위한 스캐폴드 생성, agent.yaml 파일 관리, 추적 데이터로부터 데이터셋을 큐레이션하여 모델 미세 조정(SFT, DPO, RFT)을 수행하는 기능도 포함됩니다. 이 스킬은 주로 AI Services, Foundry 프로젝트, RBAC 권한 할당, 할당량 및 용량 관리, 리전 설정, 에이전트 배포 실패 문제 해결 등에 사용됩니다. Azure Functions, App Service 또는 일반 Azure 배포에는 사용하지 말아야 합니다.

지원 대상~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/microsoft/azure-skills/tree/main/skills/microsoft-foundry

Installed? Explore more 생산성 & 협업 skills: steipete/gemini, steipete/gh-issues, steipete/skill-creator · View all 6 →

즐겨 사용하는 AI에게 물어보기

이 에이전트 스킬이 미리 로드된 새 채팅을 엽니다.

문서

microsoft-foundry은(는) 무엇을 하나요?

azd를 사용하여 Foundry 에이전트를 엔드투엔드로 배포, 평가, 미세 조정 및 관리합니다: 호스팅된 에이전트 스캐폴드/실행/배포, 프롬프트 에이전트 생성, 배치 평가, 지속적 평가, 프롬프트 최적화기, 에이전트 옵티마이저 스캐폴드, agent.yaml, 추적에서 데이터셋 큐레이션, 모델 미세 조정(SFT/DPO/RFT). 사용처: azd ai agent, azd provision/deploy, deploy agent, hosted agent, create agent, add tool to agent, invoke agent, evaluate agent, continuous eval, continuous monitoring, optimize prompt, improve prompt, optimize agent instructions, agent optimizer, deploy model, Foundry project, RBAC, role assignment, permissions, quota, capacity, region, troubleshoot agent, deployment failure, AI Services, create Foundry resource, provision, knowledge index, customize deployment, onboard, availability, fine-tune, SFT, DPO, RFT, training-data, grader, distillation, fine-tuned model, large file upload. 사용 금지: Azure Functions, App Service, 일반 Azure 배포(azure-deploy 사용), 일반 Azure 준비(azure-prepare 사용).

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

microsoft/airunway-aks-setup

Agent skill 'airunway-aks-setup' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/appinsights-instrumentation

Agent skill 'appinsights-instrumentation' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-ai

Agent skill 'azure-ai' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-aigateway

Agent skill 'azure-aigateway' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-app-onboard

Agent skill 'azure-app-onboard' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-app-onboard-prereq

Assess whether source code is ready to deploy to Azure — the check BEFORE infrastructure work. Evaluates build health, app completeness, dependencies and local services, stack compatibility, and deployment feasibility. Answers questions about what your app needs before it can be deployed — frameworks, dependencies, and configuration. Checks whether dependencies are compatible and identifies deployment blockers and unsupported frameworks. WHEN: \"evaluate my repo\", \"is my app ready to deploy\", \"what does my app need to deploy\", \"what do I need before deploying\", \"does my app need\", \"can I ship this to Azure\", \"scan my repo for issues\", \"is this app deployable\", \"check if my app is ready for Azure\", \"do I need a Dockerfile\", \"what's blocking my deployment\", \"are there any blockers\", \"are my dependencies compatible\", \"does Azure support my framework\", \"what needs to change before deploying\", \"check my app configuration\".

microsoft/azure-cloud-migrate

Agent skill 'azure-cloud-migrate' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-compliance

Agent skill 'azure-compliance' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-compute

Agent skill 'azure-compute' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-cost

Agent skill 'azure-cost' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-cost-optimization

Identify Azure cost savings from usage and spending data. USE FOR: optimize Azure costs, reduce Azure spending/expenses, analyze Azure costs, find cost savings, generate cost optimization report, identify orphaned resources to delete, rightsize VMs, reduce waste, optimize Redis costs, optimize storage costs, AKS cost analysis add-on, namespace cost, cost spike, anomaly, budget alert, AKS cost visibility. DO NOT USE FOR: deploying resources (use azure-deploy), general Azure diagnostics (use azure-diagnostics), security issues (use azure-security)

microsoft/azure-deploy

Agent skill 'azure-deploy' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-diagnostics

Agent skill 'azure-diagnostics' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-enterprise-infra-planner

Agent skill 'azure-enterprise-infra-planner' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-hosted-copilot-sdk

Build, deploy, and modify GitHub Copilot SDK apps on Azure. MANDATORY when codebase contains @github/copilot-sdk or CopilotClient in package.json. PREFER OVER azure-prepare when copilot-sdk markers detected. WHEN: copilot SDK, @github/copilot-sdk, copilot-powered app, build copilot app, prepare copilot app, add feature to copilot app, modify copilot app, BYOM, bring your own model, CopilotClient, createSession, sendAndWait, azd init copilot. DO NOT USE FOR: deploying already-prepared copilot-sdk apps (use azure-deploy), general web apps without copilot SDK (use azure-prepare), Copilot Extensions, Foundry agents (use microsoft-foundry).

microsoft/azure-kubernetes

Agent skill 'azure-kubernetes' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-kusto

Agent skill 'azure-kusto' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-messaging

Agent skill 'azure-messaging' from microsoft/azure-skills. Use when the task matches this skill's domain.

microsoft/azure-observability

Azure Observability Services including Azure Monitor, Application Insights, Log Analytics, Alerts, and Workbooks. Provides metrics, APM, distributed tracing, KQL queries, and interactive reports. USE FOR: Azure Monitor, Application Insights, Log Analytics, Alerts, Workbooks, metrics, APM, distributed tracing, KQL queries, interactive reports, observability, monitoring dashboards. DO NOT USE FOR: instrumenting apps with App Insights SDK (use appinsights-instrumentation), querying Kusto/ADX clusters (use azure-kusto), cost analysis (use azure-cost-optimization).

microsoft/azure-postgres

azure-postgres — an installable skill for AI agents.

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