[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M699M7HH2M4SSVZWFKXM39SY":3,"skill-same:01M699M7HH2M4SSVZWFKXM39SY":252},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":26,"publishedAt":50,"linkOnly":51,"markdownContent":52,"markdownBody":53,"frontMatter":54,"refName":57,"commitSha":58,"skillDirectory":59,"forksCount":60,"repositoryHtmlUrl":61,"repositoryHomepageUrl":6,"ownerHtmlUrl":62,"ownerBlogUrl":63,"ownerDescription":64,"updatedAt":65,"install":66,"resources":79},"01M699M7HH2M4SSVZWFKXM39SY","azure-deploy",null,"Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure\u002Fdeployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead. This skill runs azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery. Requires .azure\u002Fdeployment-plan.md from azure-prepare and validated status from azure-validate. WHEN: \"run azd up\", \"run azd deploy\", \"execute deployment\", \"push to production\", \"push to cloud\", \"go live\", \"ship it\", \"bicep deploy\", \"terraform apply\", \"publish to Azure\", \"launch on Azure\". DO NOT USE WHEN: \"create and deploy\", \"build and deploy\", \"create a new app\", \"set up infrastructure\", \"create and deploy to Azure using Terraform\" — use azure-prepare for these.","microsoft\u002Fazure-skills","microsoft","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F6154722?v=4","01M698VYDXZ6JW5WH3CRV650R8","Microsoft","01M699HXPKQFT1BH5KD1PG0CB4",1636,"MIT","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fazure-skills\u002Fblob\u002Fmain\u002F.github\u002Fplugins\u002Fazure-skills\u002Fskills\u002Fazure-deploy\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000011","运维与部署","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000023","Skill与智能体开发",[27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,9],"deploy","azure deploy","azure","publish","new","when","error","app","live","commands","ship it","files","up","plan","SET","go","run","create","error recovery","prepare","status","validate","launch","2026-11-10 10:12:30",false,"---\nname: azure-deploy\ndescription: \"Execute Azure deployments for ALREADY-PREPARED applications that have existing .azure\u002Fdeployment-plan.md and infrastructure files. DO NOT use this skill when the user asks to CREATE a new application — use azure-prepare instead. This skill runs azd up, azd deploy, terraform apply, and az deployment commands with built-in error recovery. Requires .azure\u002Fdeployment-plan.md from azure-prepare and validated status from azure-validate. WHEN: \\\"run azd up\\\", \\\"run azd deploy\\\", \\\"execute deployment\\\", \\\"push to production\\\", \\\"push to cloud\\\", \\\"go live\\\", \\\"ship it\\\", \\\"bicep deploy\\\", \\\"terraform apply\\\", \\\"publish to Azure\\\", \\\"launch on Azure\\\". DO NOT USE WHEN: \\\"create and deploy\\\", \\\"build and deploy\\\", \\\"create a new app\\\", \\\"set up infrastructure\\\", \\\"create and deploy to Azure using Terraform\\\" — use azure-prepare for these.\"\nlicense: MIT\nmetadata:\n  author: Microsoft\n  version: \"1.2.2\"\n---\n\n# Azure Deploy\n\n> **AUTHORITATIVE GUIDANCE — MANDATORY COMPLIANCE**\n>\n> **PREREQUISITE**: The **azure-validate** skill **MUST** be invoked and completed with status `Validated` BEFORE executing this skill.\n\n> **⛔ STOP — PREREQUISITE CHECK REQUIRED**\n> Before proceeding, verify BOTH prerequisites are met:\n>\n> 1. **azure-prepare** was invoked and completed → `.azure\u002Fdeployment-plan.md` exists\n> 2. **azure-validate** was invoked and passed → plan status = `Validated`\n>\n> If EITHER is missing, **STOP IMMEDIATELY**:\n> - No plan? → Invoke **azure-prepare** skill first\n> - Status not `Validated`? → Invoke **azure-validate** skill first\n>\n> **⛔ DO NOT MANUALLY UPDATE THE PLAN STATUS**\n>\n> You are **FORBIDDEN** from changing the plan status to `Validated` yourself. Only the **azure-validate** skill is authorized to set this status after running actual validation checks. If you update the status without running validation, deployments will fail.\n>\n> **DO NOT ASSUME** the app is ready. **DO NOT SKIP** validation to save time. Skipping steps causes deployment failures. The complete workflow ensures success:\n>\n> `azure-prepare` → `azure-validate` → `azure-deploy`\n\n## Triggers\n\nActivate this skill when user wants to:\n- Execute deployment of an already-prepared application (azure.yaml and infra\u002F exist)\n- Push updates to an existing Azure deployment\n- Run `azd up`, `azd deploy`, or `az deployment` on a prepared project\n- Ship already-built code to production\n- Deploy an application that already includes API Management (APIM) gateway infrastructure\n\n> **Scope**: This skill executes deployments. It does not create applications, generate infrastructure code, or scaffold projects. For those tasks, use **azure-prepare**.\n\n> **APIM \u002F AI Gateway**: Use this skill to deploy applications whose APIM\u002FAI gateway infrastructure was already created during **azure-prepare**. For creating or changing APIM resources, see [APIM deployment guide](https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fapi-management\u002Fget-started-create-service-instance). For AI governance policies, invoke **azure-aigateway** skill.\n\n## Rules\n\n1. Run after azure-prepare and azure-validate\n2. `.azure\u002Fdeployment-plan.md` must exist with status `Validated`\n3. **Pre-deploy checklist required** — [Pre-Deploy Checklist](references\u002Fpre-deploy-checklist.md)\n4. ⛔ **Destructive actions require `ask_user`** — [global-rules](references\u002Fglobal-rules.md)\n5. **Scope: deployment execution only** — This skill owns execution of `azd up`, `azd deploy`, `terraform apply`, and `az deployment` commands. These commands are run through this skill's error recovery and verification pipeline.\n\n---\n\n## Steps\n\n| # | Action | Reference |\n|---|--------|-----------|\n| 1 | **Check Plan** — Read `.azure\u002Fdeployment-plan.md`, verify status = `Validated` AND **Validation Proof** section is populated | `.azure\u002Fdeployment-plan.md` |\n| 2 | **Pre-Deploy Checklist** — MUST complete ALL steps | [Pre-Deploy Checklist](references\u002Fpre-deploy-checklist.md) |\n| 3 | **Load Recipe** — Based on `recipe.type` in `.azure\u002Fdeployment-plan.md` | [recipes\u002FREADME.md](references\u002Frecipes\u002FREADME.md) |\n| 4 | **RBAC Health Check** — For Container Apps + ACR with managed identity: run `azd provision --no-prompt`, then verify `AcrPull` role has propagated before proceeding (see checklist) | [Pre-Deploy Checklist — Container Apps RBAC](references\u002Fpre-deploy-checklist.md#container-apps--acr--pre-deploy-rbac-health-check) |\n| 5 | **Execute Deploy** — Follow recipe steps | Recipe README |\n| 6 | **Post-Deploy** — Configure SQL managed identity and apply EF migrations if applicable | [Post-Deployment](references\u002Frecipes\u002Fazd\u002Fpost-deployment.md) |\n| 7 | **Handle Errors** — See recipe's `errors.md` | — |\n| 8 | **Verify Success** — Confirm deployment completed and endpoints are accessible | [Verification](references\u002Frecipes\u002Fazd\u002Fverify.md) |\n| 9 | **Live Role Verification** — Query Azure to confirm provisioned RBAC roles are correct and sufficient | [live-role-verification.md](references\u002Flive-role-verification.md) |\n| 10 | **Report Results** — Present deployed endpoint URLs to the user as fully-qualified `https:\u002F\u002F` links | [Verification](references\u002Frecipes\u002Fazd\u002Fverify.md) |\n\n> **⛔ URL FORMAT RULE**\n>\n> When presenting endpoint URLs to the user, you **MUST** always use fully-qualified URLs with the `https:\u002F\u002F` scheme (e.g. `https:\u002F\u002Fmyapp.azurewebsites.net`, not `myapp.azurewebsites.net`). Many Azure CLI commands return bare hostnames without a scheme — always prepend `https:\u002F\u002F` before presenting them.\n\n> **⛔ VALIDATION PROOF CHECK**\n>\n> When checking the plan, verify the **Validation Proof** section (Section 7) contains actual validation results with commands run and timestamps. If this section is empty, validation was bypassed — invoke **azure-validate** skill first.\n\n## SDK Quick References\n\n- **Azure Developer CLI**: [azd](references\u002Fsdk\u002Fazd-deployment.md)\n- **Azure Identity**: [Python](references\u002Fsdk\u002Fazure-identity-py.md) | [.NET](references\u002Fsdk\u002Fazure-identity-dotnet.md) | [TypeScript](references\u002Fsdk\u002Fazure-identity-ts.md) | [Java](references\u002Fsdk\u002Fazure-identity-java.md)\n\n## MCP Tools\n\n| Tool | Purpose |\n|------|---------|\n| `mcp_azure_mcp_subscription_list` | List available subscriptions |\n| `mcp_azure_mcp_group_list` | List resource groups in subscription |\n| `mcp_azure_mcp_azd` | Execute AZD commands |\n| `azure__role` | List role assignments for live RBAC verification (step 9) |\n\n## References\n\n- [Troubleshooting](references\u002Ftroubleshooting.md) - Common issues and solutions\n- [Post-Deployment Steps](references\u002Frecipes\u002Fazd\u002Fpost-deployment.md) - SQL + EF Core setup\n","# Azure Deploy\n\n> **AUTHORITATIVE GUIDANCE — MANDATORY COMPLIANCE**\n>\n> **PREREQUISITE**: The **azure-validate** skill **MUST** be invoked and completed with status `Validated` BEFORE executing this skill.\n\n> **⛔ STOP — PREREQUISITE CHECK REQUIRED**\n> Before proceeding, verify BOTH prerequisites are met:\n>\n> 1. **azure-prepare** was invoked and completed → `.azure\u002Fdeployment-plan.md` exists\n> 2. **azure-validate** was invoked and passed → plan status = `Validated`\n>\n> If EITHER is missing, **STOP IMMEDIATELY**:\n> - No plan? → Invoke **azure-prepare** skill first\n> - Status not `Validated`? → Invoke **azure-validate** skill first\n>\n> **⛔ DO NOT MANUALLY UPDATE THE PLAN STATUS**\n>\n> You are **FORBIDDEN** from changing the plan status to `Validated` yourself. Only the **azure-validate** skill is authorized to set this status after running actual validation checks. If you update the status without running validation, deployments will fail.\n>\n> **DO NOT ASSUME** the app is ready. **DO NOT SKIP** validation to save time. Skipping steps causes deployment failures. The complete workflow ensures success:\n>\n> `azure-prepare` → `azure-validate` → `azure-deploy`\n\n## Triggers\n\nActivate this skill when user wants to:\n- Execute deployment of an already-prepared application (azure.yaml and infra\u002F exist)\n- Push updates to an existing Azure deployment\n- Run `azd up`, `azd deploy`, or `az deployment` on a prepared project\n- Ship already-built code to production\n- Deploy an application that already includes API Management (APIM) gateway infrastructure\n\n> **Scope**: This skill executes deployments. It does not create applications, generate infrastructure code, or scaffold projects. For those tasks, use **azure-prepare**.\n\n> **APIM \u002F AI Gateway**: Use this skill to deploy applications whose APIM\u002FAI gateway infrastructure was already created during **azure-prepare**. For creating or changing APIM resources, see [APIM deployment guide](https:\u002F\u002Flearn.microsoft.com\u002Fazure\u002Fapi-management\u002Fget-started-create-service-instance). For AI governance policies, invoke **azure-aigateway** skill.\n\n## Rules\n\n1. Run after azure-prepare and azure-validate\n2. `.azure\u002Fdeployment-plan.md` must exist with status `Validated`\n3. **Pre-deploy checklist required** — [Pre-Deploy Checklist](references\u002Fpre-deploy-checklist.md)\n4. ⛔ **Destructive actions require `ask_user`** — [global-rules](references\u002Fglobal-rules.md)\n5. **Scope: deployment execution only** — This skill owns execution of `azd up`, `azd deploy`, `terraform apply`, and `az deployment` commands. These commands are run through this skill's error recovery and verification pipeline.\n\n---\n\n## Steps\n\n| # | Action | Reference |\n|---|--------|-----------|\n| 1 | **Check Plan** — Read `.azure\u002Fdeployment-plan.md`, verify status = `Validated` AND **Validation Proof** section is populated | `.azure\u002Fdeployment-plan.md` |\n| 2 | **Pre-Deploy Checklist** — MUST complete ALL steps | [Pre-Deploy Checklist](references\u002Fpre-deploy-checklist.md) |\n| 3 | **Load Recipe** — Based on `recipe.type` in `.azure\u002Fdeployment-plan.md` | [recipes\u002FREADME.md](references\u002Frecipes\u002FREADME.md) |\n| 4 | **RBAC Health Check** — For Container Apps + ACR with managed identity: run `azd provision --no-prompt`, then verify `AcrPull` role has propagated before proceeding (see checklist) | [Pre-Deploy Checklist — Container Apps RBAC](references\u002Fpre-deploy-checklist.md#container-apps--acr--pre-deploy-rbac-health-check) |\n| 5 | **Execute Deploy** — Follow recipe steps | Recipe README |\n| 6 | **Post-Deploy** — Configure SQL managed identity and apply EF migrations if applicable | [Post-Deployment](references\u002Frecipes\u002Fazd\u002Fpost-deployment.md) |\n| 7 | **Handle Errors** — See recipe's `errors.md` | — |\n| 8 | **Verify Success** — Confirm deployment completed and endpoints are accessible | [Verification](references\u002Frecipes\u002Fazd\u002Fverify.md) |\n| 9 | **Live Role Verification** — Query Azure to confirm provisioned RBAC roles are correct and sufficient | [live-role-verification.md](references\u002Flive-role-verification.md) |\n| 10 | **Report Results** — Present deployed endpoint URLs to the user as fully-qualified `https:\u002F\u002F` links | [Verification](references\u002Frecipes\u002Fazd\u002Fverify.md) |\n\n> **⛔ URL FORMAT RULE**\n>\n> When presenting endpoint URLs to the user, you **MUST** always use fully-qualified URLs with the `https:\u002F\u002F` scheme (e.g. `https:\u002F\u002Fmyapp.azurewebsites.net`, not `myapp.azurewebsites.net`). Many Azure CLI commands return bare hostnames without a scheme — always prepend `https:\u002F\u002F` before presenting them.\n\n> **⛔ VALIDATION PROOF CHECK**\n>\n> When checking the plan, verify the **Validation Proof** section (Section 7) contains actual validation results with commands run and timestamps. If this section is empty, validation was bypassed — invoke **azure-validate** skill first.\n\n## SDK Quick References\n\n- **Azure Developer CLI**: [azd](references\u002Fsdk\u002Fazd-deployment.md)\n- **Azure Identity**: [Python](references\u002Fsdk\u002Fazure-identity-py.md) | [.NET](references\u002Fsdk\u002Fazure-identity-dotnet.md) | [TypeScript](references\u002Fsdk\u002Fazure-identity-ts.md) | [Java](references\u002Fsdk\u002Fazure-identity-java.md)\n\n## MCP Tools\n\n| Tool | Purpose |\n|------|---------|\n| `mcp_azure_mcp_subscription_list` | List available subscriptions |\n| `mcp_azure_mcp_group_list` | List resource groups in subscription |\n| `mcp_azure_mcp_azd` | Execute AZD commands |\n| `azure__role` | List role assignments for live RBAC verification (step 9) |\n\n## References\n\n- [Troubleshooting](references\u002Ftroubleshooting.md) - Common issues and solutions\n- [Post-Deployment Steps](references\u002Frecipes\u002Fazd\u002Fpost-deployment.md) - SQL + EF Core 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DO NOT USE FOR: quick deployment to optimal region (use preset).","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fazure-skills\u002Fblob\u002Fmain\u002Fskills\u002Fmicrosoft-foundry\u002Fmodels\u002Fdeploy-model\u002Fcustomize\u002FSKILL.md",[307],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[288,279,9,287,309,41,289,310,311,312,313,314,293,315,316,317,318,319,320,321,322,265,267,291],"policy","processing","advanced","model","select","choose","configure","filter","azure openai","options","flow","openai","throughput","full",{"skillNo":324,"name":287,"nameZh":6,"description":325,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":326,"categories":327,"keywords":328,"publishedAt":50},"01M699V9FXHBSWG3Y48057VAYZ","Discovers available Azure OpenAI model capacity across regions and projects. Analyzes quota limits, compares availability, and recommends optimal deployment locations based on capacity requirements. USE FOR: find capacity, check quota, where can I deploy, capacity discovery, best region for capacity, multi-project capacity search, quota analysis, model availability, region comparison, check TPM availability. DO NOT USE FOR: actual deployment (hand off to preset or customize after discovery), quota increase requests (direct user to Azure Portal), listing existing deployments.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fazure-skills\u002Fblob\u002Fmain\u002Fskills\u002Fmicrosoft-foundry\u002Fmodels\u002Fdeploy-model\u002Fcapacity\u002FSKILL.md",[],[287,279,27,9,288,329,312,330,331,332,333,334,298,317,335,336,320,337,338,265,290,267,339,291],"projects","project","search","analysis","listing","hand","limits","azure portal","direct","TPM","discovery",{"skillNo":341,"name":342,"nameZh":6,"description":343,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":344,"categories":345,"keywords":348,"publishedAt":50},"01M699V7GW2RF4AB3RE3Z8Y048","deploy-model","Unified Azure OpenAI model deployment skill with intelligent intent-based routing. Handles quick preset deployments, fully customized deployments (version\u002FSKU\u002Fcapacity\u002FRAI policy), and capacity discovery across regions and projects. USE FOR: deploy model, deploy gpt, create deployment, model deployment, deploy openai model, set up model, provision model, find capacity, check model availability, where can I deploy, best region for model, capacity analysis. DO NOT USE FOR: listing existing deployments (use foundry_models_deployments_list MCP tool), deleting deployments, agent creation (use agent\u002Fcreate), project creation (use project\u002Fcreate).","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fazure-skills\u002Fblob\u002Fmain\u002Fskills\u002Fmicrosoft-foundry\u002Fmodels\u002Fdeploy-model\u002FSKILL.md",[346,347],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[27,349,312,279,350,351,9,287,309,41,329,289,352,330,39,332,333,298,44,317,353,354,320,265,290],"deploy model","MCP","foundry","creation","intent","list",{"skillNo":356,"name":357,"nameZh":6,"description":358,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":359,"categories":360,"keywords":362,"publishedAt":50},"01M699V3NA4YQKCHJTVWHBQH10","finetuning","Fine-tune models on Microsoft Foundry using SFT (supervised), DPO (preference), or RFT (reinforcement with graders). Covers dataset preparation, training job submission, deployment, and evaluation. USE FOR: fine-tune, SFT, DPO, RFT, training data, grader, distillation, fine-tuned model, training job, large file upload, calibrate grader, deploy fine-tuned model, evaluate fine-tuned model. DO NOT USE FOR: general model deployment without fine-tuning (use deploy-model), agent creation (use agents), prompt optimization without training (use prompt-optimizer).","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fazure-skills\u002Fblob\u002Fmain\u002Fskills\u002Fmicrosoft-foundry\u002Ffinetuning\u002FSKILL.md",[361],{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},[357,363,27,351,364,9,365,352,312,366,367,368,369,370,371,372,373,374,265,267,375,376,291,377],"placeholder","microsoft foundry","Prompt Optimization","training","dataset","optimizer","Evaluation","tuning","grader","data","supervised","distillation","Optimization","calibrate","submission"]