azure

Search Git-Ape core skills, community skills, and named packs, or explicitly install community skills and packs from Azure/git-ape for this project or all your projects. USE FOR: find a skill, search capabilities, list community skills or packs, install a…

Orchestrates a comprehensive SaaS platform assessment against WAF, CAF, CIS, NIST, PCI-DSS, HIPAA, SOC 2, FedRAMP, and SaaS maturity frameworks. Generates a print-ready HTML report (save as PDF from browser). Use when the user wants to assess a SaaS repo,…

Assesses ISV readiness for Microsoft Solutions Partner with Certified Software Designations (CSD). Evaluates Marketplace readiness, technical interoperability, customer success metrics, and Industry AI alignment. Generates a print-ready HTML report (save as…

Provides implementation blueprints and deployment sequencing for Azure SaaS reference topologies.

Implements Azure Marketplace SaaS fulfillment APIs and metered billing event flows for transactable offers.

Builds the Azure ISV landing zone baseline for identity, networking, governance, security, and environment separation.

Provides offer-type decision guidance and implementation pathways for Azure Marketplace and related commercial offer models.

Guides onboarding to Azure Marketplace: publisher setup, technical configuration, validation, and launch readiness.

Authors Azure TypeSpec API specifications. MUST BE USED for all .tsp changes except naming-only client.tsp SDK overrides handled by azsdk-common-typespec-naming. WHEN: versions, resources, operations, models, properties, decorators, visibility, constraints,…

Guide GitHub Copilot code review (CCR) for PRs and diffs that change tools/azsdk-cli, focusing on high-confidence behavioral and integration defects beyond analyzers. WHEN: 'GitHub Copilot code review for azsdk-cli', 'CCR review of an azsdk-cli PR', 'Copilot…

Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. **UTILITY SKILL**. USE FOR: "create release plan", "get release plan", "update release plan", "update API spec in release plan", "update SDK details in release…

Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. **UTILITY SKILL**. USE FOR: "create release plan", "get release plan", "update release plan", "update API spec in release plan", "update SDK details in release…

Generate and finalize Azure SDKs locally from TypeSpec, including build, checks, tests, changelog, metadata, and version updates by default. WHEN: "generate SDK locally", "build SDK", "run SDK tests", "run CI checks", "validate package", "run checks", "update…

Detect and mitigate SDK Breaking changes for an SDK package which is generated from TypeSpec. WHEN: "Detect SDK breaking changes for a service", "Detect SDK breaking changes for an SDK package", "Detect and mitigate SDK breaking changes for a service",…

Analyze markdown files for token efficiency and reduce context-window bloat. **UTILITY SKILL**. DO NOT USE FOR: code optimization, general file editing, non-markdown files. TRIGGERS: optimize markdown, reduce tokens, token count, token bloat, too many tokens,…

Write Agent Skills that comply with the agentskills.io specification. WHEN: "create a skill", "new skill", "write a skill", "skill template", "skill structure", "review skill", "skill PR", "skill compliance", "SKILL.md format", "skill frontmatter", "skill…

Rules for analysing a single flow group's architecture. Covers source file reading depth, Mermaid diagram rules, MessageBox modeling, orchestration shape rendering, component mapping priority ladder, and the required multi-step store tool sequence.

Rules for generating connections.json files for Logic Apps Standard. Covers connection formats, reference lookup, dynamic connections when required by source routing, FileSystem mountPath, and connector constraints.

Rules for generating ordered conversion task plans. Covers mandatory task ordering, required task types, descriptive task ID rules, optional vs non-optional tasks, output path conventions, and what each task must contain.

Rules for planning the migration of a flow to Azure Logic Apps Standard. Covers workflow split policy, 1-orchestration-to-1-workflow rule, source coverage requirements, planning artifact store sequence, and design constraints.

Rules for runtime validation and end-to-end testing of converted Logic Apps Standard projects. Covers func start validation, local E2E test matrix, splitOn verification, retry/timeout adaptation, test reporting, and no-source-platform-infra policy.

One-to-one mapping of every BizTalk Server component (adapters, pipeline components, orchestration shapes, expressions, custom code, engine features) to its Azure Logic Apps Standard equivalent. Covers 170+ mappings with service provider IDs, operation names,…

Rules for generating workflow.json files for Logic Apps Standard. Covers connector selection, splitOn preference, file trigger semantics, runAfter structure, and mandatory reference lookup before writing.

Rules for generating workflow.json files for Logic Apps Standard. Covers connector selection, splitOn preference, file trigger semantics, runAfter structure, and mandatory reference lookup before writing.

Discover the Azure Functions skill that best matches the user's goal

Use only when the user explicitly asks to use or resume azure-functions-hosted-skills-migrate by name. Convert an existing workflow from skills, chat context, configured agents, code, or instructions to an Azure Functions Hosted Skill. Show Connector…

Build, scaffold, extend, deploy, and troubleshoot Azure Functions Hosted Skills: cloud-hosted, event-driven intelligent capabilities built with Markdown, natural-language instructions, declarative configuration, code, and tools. Use whenever the user asks for…

Discover the Azure Functions skill that best matches the user's goal

Use only when the user explicitly asks to use or resume azure-functions-hosted-skills-migrate by name. Convert an existing workflow from skills, chat context, configured agents, code, or instructions to an Azure Functions Hosted Skill. Show Connector…

Build, scaffold, extend, deploy, and troubleshoot Azure Functions Hosted Skills: cloud-hosted, event-driven intelligent capabilities built with Markdown, natural-language instructions, declarative configuration, code, and tools. Use whenever the user asks for…

Create and authorize a Connector Namespace connection for an Azure Functions Hosted Skill. Use when the user needs to add Outlook, Teams, SharePoint, Azure DevOps, or another managed connector; determine connector authentication requirements; provision…

Generate, register, and wire a Connector Namespace MCP server for an Azure Functions Hosted Skill using authoritative connector metadata. Use when selecting connector operations, preserving operation schemas and dynamic parameters, creating mcpserverconfigs,…

Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format. Load this skill before calling azsdk_analyze_pipeline, which returns raw failure data that this skill interprets and formats. USE FOR: "pipeline…

Review Azure SDK management-plane pull requests, check naming conventions, API compatibility, and code quality.

Headless, bounded repair of custom-code build failures in an already-generated Azure SDK PR. Thin wrapper over the shared azure-sdk-mcp:azsdk_customized_code_update engine in custom-code-only scope (editScope: CustomCode); the skill owns the…

Analyze CI failures on Azure SDK for .NET pull requests and post a comment with how-to-fix instructions. Use when a PR has failing checks, CI is red, or someone asks for help fixing CI.

Patterns and techniques for mitigating breaking changes during Azure management-plane SDK migration from Swagger/AutoRest to TypeSpec. Covers SDK-side customizations (partial classes, CodeGenType, CodeGenSuppress) and TypeSpec decorator customizations…

Generate new Azure.Provisioning.* libraries OR regenerate existing ones. Use when introducing a brand-new provisioning library, adding new resource types, enum values, or API versions.

Review Azure SDK management-plane migration PRs (Swagger/AutoRest -> TypeSpec). Checks customization quality, TypeSpec decorator usage, and migration-specific anti-patterns on top of the standard mgmt PR review.

Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES:…

Orchestrate Sentinel-to-Defender-XDR authoring and optional internal qualification through the repository's canonical workflow and deterministic tools.

Ingest synthetic JSON records into Azure Monitor custom tables or supported Microsoft standard tables by provisioning a writable Custom-* DCR input stream.

Queries Log Analytics workspaces through an advertised official Sentinel Triage MCP tool first, with the REST API script as fallback.

Generate or reuse one shared mock.json payload for a Microsoft Sentinel Analytic Rule and its converted Defender XDR Custom Detection. Uses only Azure-Sentinel repository content and never writes to Azure.

Optionally qualify Microsoft Sentinel solution content by discovering an Azure workspace, ingesting reviewed mock data through an installed DCR, validating telemetry and rule behavior, and preserving evidence. Use only when the user requests live testing or…

Perform strict lab-only parity validation between a Microsoft Sentinel Analytic Rule and its migrated Defender XDR Custom Detection.

Help authors review and fill XDR YAML workload and connector dependencies using exact-query Log Analytics lab metadata. Conversion remains offline.

Validate generated XDR Detection YAML structurally and validate source and converted KQL through official Microsoft Sentinel Triage MCP tools first, with direct API fallback.

EXPERIMENTAL. Create and test a classify-and-route Azure AI Content Understanding pipeline for packets that contain multiple document types (e.g. invoice + bank statement + loan application in one PDF). Walks per-type schema authoring → outer classifier…

EXPERIMENTAL. Iteratively author and test a custom Azure AI Content Understanding analyzer for a folder of **document** files (PDFs, page images) of a single type. Walks layout extraction → schema authoring → validation → batch test → agent review → refine…

Run a specific sample for the Azure AI Content Understanding SDK. Use when users want to run a particular sample like sample_analyze_url.py or sample_analyze_invoice.py.

Guide SDK users through setting up their Python environment for Azure AI Content Understanding. Use this skill when users need help installing the SDK, configuring Azure resources, deploying required models, setting environment variables, or running samples.

Create an API review PR for an Azure SDK package using API Review Hub. **UTILITY SKILL**. USE FOR: "create API review", "open API review", "compare package versions", "APIView PR". DO NOT USE FOR: fixing APIView comments, SDK code generation, pipeline…

Emit the azure-ai-projects Python SDK from TypeSpec, apply post-emitter fixes, and create a Pull Request. WHEN: "emit SDK from TypeSpec", "generate azure-ai-projects SDK", "update azure-ai-projects from TypeSpec", "emit from TypeSpec", "regenerate…

Update CHANGELOG.md by comparing public APIs between the current branch and the latest released version on PyPI. WHEN: "update changelog", "generate changelog", "add changelog entry", "what changed in this version". DO NOT USE FOR: other Azure SDK packages.…

Author and validate Vally evals for Agent Skills under .github/skills. WHEN: "write a skill eval", "add trigger eval", "test skill routing", "add anti-trigger tests", "create skill capability eval", "harden skill graders". DO NOT USE FOR: single MCP tool…

Domain knowledge for @azure/search-documents. Covers architecture, type conversions, data flow, and common pitfalls. WHEN: regenerate search-documents; modify search-documents; fix search-documents bug; add search-documents feature; search-documents…

Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES:…

Analyze Azure SDK CI/CD pipeline failures into a structured diagnosis, and define the required output format. Load this skill before calling azsdk_analyze_pipeline, which returns raw failure data that this skill interprets and formats. USE FOR: "pipeline…

Automatically fix Azure SDK CI/CD pipeline failures by applying code changes and verifying locally. USE FOR: "fix pipeline failure", "fix CI", "fix failing tests", "auto-fix and commit the fix", "fix build error", "fix mypy/pylint/type-check/lint errors",…

Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. **UTILITY SKILL**. USE FOR: "create release plan", "get release plan", "update release plan", "update API spec in release plan", "update SDK details in release…

Check release readiness and trigger the release pipeline for Azure SDK packages. **UTILITY SKILL**. USE FOR: "release SDK", "trigger release", "check release readiness", "release pipeline", "publish package", "ship SDK". DO NOT USE FOR: SDK development, code…

Apply language-specific post-emitter fixes to ai-projects after a TypeSpec regeneration writes directly into src/ and generated/. Use when reviewing the working-tree diff from `npm run generate:client`, validating the SDK diff against upstream TypeSpec commit…

Sync Microsoft Foundry JavaScript/TypeScript documentation after an @azure/ai-projects release. Use when a stable package version has shipped and azure-ai-docs-pr needs its SDK version guidance, inline JavaScript snippets, TypeScript snippets, includes, or…

Prepare a release PR for the Azure/vscode-aks-tools VS Code extension. Bumps version in package.json and package-lock.json, creates a new What's New doc, updates SUMMARY.md / release.md / README.md / releasing.md, and removes stale prior-release files. WHEN:…

Deploy phase playbook — build, push, apply with Azure CLI and kubectl.

Discovery phase playbook — collect application details.

Generation phase playbook — create all deployment artifacts.

Review phase playbook — validate all generated deployment artifacts.

AKS deployment safeguard rules checklist for validating Kubernetes manifests.

ACR integration for AKS Automatic. Teaches attaching an ACR, image reference conventions (digest pinning, no :latest), and pull-secret-free authentication via the managed identity.

Writing idiomatic, safe, and reviewable Bicep templates for Azure resources.

Reviews eligible generated Azure Java management-library AutoPR changes for a narrow set of high-value generation risks.

Run azure-cosmos integration/customer-workflow tests locally, closely following the CI pipeline (build+install, then failsafe `verify` with a test profile) using one consistent JDK for both steps. USE WHEN: asked to run cosmos integration tests,…

Prepare a merge-back PR that brings patch-release version, CHANGELOG, and pom.xml updates from a `release/patch/YYYYMMDD` branch back into `main`. **WORKFLOW SKILL**. USE FOR: "merge-back PR", "merge back patches", "patch release merge-back", "bring patch…

Interactive wizard that walks service teams through creating a package-specific skill for their Azure SDK package. Scans the package, detects customization patterns, scaffolds a SKILL.md with references, and validates with vally lint. The skill is placed…

**UTILITY SKILL** — Must be consulted before making any changes to packages under sdk/. Discovers and loads package-specific domain knowledge that prevents common mistakes. WHEN: add feature to package; fix bug in package; modify package code; regenerate from…

Domain knowledge for Azure AI Content Understanding. Use this skill to answer questions about Content Understanding concepts, analyzers, field schemas, API operations, and Java SDK usage. Always consult official documentation before answering.

Run a specific sample for the Azure AI Content Understanding Java SDK. Use when users want to run a particular sample like Sample02_AnalyzeUrl or Sample03_AnalyzeInvoice.

Guide SDK users through setting up their Java environment for Azure AI Content Understanding. Use this skill when users need help installing the SDK, configuring Azure resources, deploying required models, setting environment variables, or running samples.

Review pull requests in the SAP Deployment Automation Framework. Use when reviewing a diff, a pull request, or staged changes touching Terraform modules, Ansible roles and playbooks, the deployer shell scripts, the Python helpers, or the GitHub Actions…

Pick the right SDAF BOM for a target SAP product / release / DB platform / version / kernel / topology. Explains where BOMs live in the samples repo (`SAP/` for whole products, `BOM/` for components), decodes the `ms`, `v####`, and `latest` suffix…

Deploy the SDAF control plane locally: prepare DEPLOYER and LIBRARY tfvars, review the plan, run `deploy_controlplane.sh` per `docs/local/03-00-control-plane.md § Run`, and validate the deployer + library + state hand-off. Grounded in…

Triage a failed or suspicious SDAF run: distinguish a real failure from a green no-op or a clean plan reported as failure, map the observed symptom to a documented cause in `docs/local/troubleshooting.md`, and hand off to the stage-owning skill for retry. Use…

Diagnose a live or recently failed SDAF high-availability cluster without changing cluster state. Start read-first: capture `crm status full` or `pcs status --full`, inspect SBD or fencing evidence, confirm current resource placement, and reuse existing…

Choose the documented SDAF high-availability design before SAP-system deployment. Use when a user asks which HA topology to deploy, whether to use AFA or SBD, AFS or ANF, HANA scale-up or scale-out, whether ANGI is allowed, or which HA inputs must be set…

Acquire approved SAP media into the SDAF library after SAP-system infrastructure exists. Drives local `deploy/ansible/download_menu.sh` per `docs/local/06-00-software-and-installation.md § Download software`, enforces the documented `BOM_CATALOG` root and the…

Diagnose SDAF software-download and BOM-processing failures after a BOM is already selected. Covers the documented local media path, SAP download, storage-account upload/download, checksum validation, and `SAPCAR` / `.EXE` extraction. Use when a user says…

Data modeling patterns for Azure DocumentDB — embed vs reference, 16 MB document limit, denormalization for read-heavy workloads, schema versioning. Use when designing new schemas, reviewing existing data models, migrating from SQL, deciding between embedding…

Help with DocumentDB/MongoDB query optimization and indexing for Azure DocumentDB. Use only when the user asks for optimization or performance: "How do I optimize this query?", "How do I index this?", "Why is this query slow?", "Can you fix my slow queries?",…

Guide users through installing and configuring the DocumentDB MCP server for Azure DocumentDB. Use this skill when a user wants to wire the DocumentDB MCP server into an agentic client (Claude Code, Claude Desktop, Cursor, Copilot CLI, Gemini CLI, VS Code)…

Optimize MongoDB client connection configuration (pools, timeouts, patterns) for Azure DocumentDB. Use this skill when working on functions that instantiate or configure a MongoDB client (e.g., calling `connect()`), configuring connection pools,…

Full-text search best practices for Azure DocumentDB using the `createSearchIndexes` command and `$search` aggregation stage — BM25 keyword scoring, fuzzy search (`maxEdits`), phrase search with `slop`, custom analyzers (keyword + lowerCase + asciiFolding +…

Vector search best practices for Azure DocumentDB using `cosmosSearch` — choosing between DiskANN / HNSW / IVF, creating indexes, tuning `lBuild` / `lSearch` / `maxDegree`, Product Quantization (up to 16,000 dims), half-precision (fp16) indexing, and…

Index-type selection and shape guidance for Azure DocumentDB — when to use single-field, compound (ESR), multikey, wildcard, hashed, 2dsphere, TTL, and vector indexes; query-pattern → index-shape cookbook; per-collection index budget; DocumentDB-specific…

Generate read-only DocumentDB/MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate queries for Azure DocumentDB, wants…