microsoft

Install and configure RAPP Brainstem -- a local-first AI agent server powered by GitHub Copilot.

Test the AIBAST staging one-liner on this Windows device exactly as a user would, then report evidence. For GitHub Copilot on Windows.

Use when a department approver asks which authorization threshold applies to a request.

Use when a procurement manager asks for request context and the applicable approval level.

Use when a finance director asks which synthetic category is over budget or approaching a limit.

Use when a category buyer wants a neutral view of synthetic vendor ratings, terms, and tiers.

Reproduce the deterministic Prior Authorization Agent — reconsideration evidence workflow from packaged synthetic evidence.

Reproduce the deterministic Prior Authorization Agent — request evidence workflow from packaged synthetic evidence.

Remediate Azure Advisor recommendations. WHEN: "fix Advisor recommendation".

Use Azure Advisor recommendations. WHEN: "show Advisor recommendations", "service retirements", "update recommendation status". DO NOT USE FOR: fixes or remediation (use azure-advisor-actionability).

Check/manage Azure quotas and usage across providers. For deployment planning, capacity validation, region selection. WHEN: "check quotas", "service limits", "current usage", "request quota increase", "quota exceeded", "validate capacity", "regional…

Assess and upgrade Azure workloads between plans, tiers, or SKUs, or modernize Azure SDK dependencies in source code. WHEN: upgrade Consumption to Flex Consumption, upgrade Azure Functions plan, change hosting plan, function app SKU, migrate App Service to…

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, managed…

Foundry IQ knowledge bases. WHEN: make local or Blob documents searchable; create/diagnose KBs; triage unsupported connectors or multi-source KB creation/reconfiguration (even with classic-search terms); connect existing KB to agents (including multi-source…

Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot container apps, container app…

Diagnose Day-2 AKS GPU and KAITO incidents using profile-aware, read-only evidence. WHEN: 'Insufficient nvidia.com/gpu', GPU pod Pending, model-load OOM, DCGM/VRAM, KAITO Workspace not ready, or GPU autoscaling. DO NOT USE FOR: setup (airunway-aks-setup),…

Gunakan apabila diminta untuk mengesahkan, menguji, ujian asap, atau menjalankan notebook kursus dan contoh kod terhadap konfigurasi Microsoft Foundry / Azure OpenAI yang langsung. Meliputi penyediaan persekitaran (.env, az login, pakej), pelari…

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside…

Koristite kada se zatraži validacija, testiranje, smoke-test ili pokretanje bilježnica i primjera koda tečaja protiv aktivne Microsoft Foundry / Azure OpenAI konfiguracije. Obuhvaća postavljanje okruženja (.env, az login, pakete), pokretač…

Tumia wakati unapoombwa kuthibitisha, kujaribu, kufanya mtihani wa haraka, au kuendesha daftari la kozi na mifano ya msimbo dhidi ya usanidi hai wa Microsoft Foundry / Azure OpenAI. Inajumuisha usanidi wa mazingira (.env, az login, vifurushi), mchezaji wa…

Použite, keď sa vyžaduje overenie, testovanie, rýchle testovanie alebo spustenie poznámkového bloku kurzu a ukážok kódu proti živej konfigurácii Microsoft Foundry / Azure OpenAI. Pokrýva nastavenie prostredia (.env, az login, balíky), skript runner…

Brukes når du blir bedt om å validere, teste, røykteste eller kjøre kursets notatbok og kodeeksempler mot en aktiv Microsoft Foundry / Azure OpenAI-konfigurasjon. Dekker miljøoppsett (.env, az login, pakker), skriptet/validate-notebooks.ps1-kjøreren, tolkning…

Gamitin kapag hiniling na i-validate, subukan, smoke-test, o patakbuhin ang notebook ng kurso at mga halimbawa ng code laban sa isang live na Microsoft Foundry / Azure OpenAI na configuration. Saklaw nito ang pag-setup ng kapaligiran (.env, az login, mga…

Use wen dem ask you to validate, test, smoke-test, or run di course notebook and code samples against live Microsoft Foundry / Azure OpenAI configuration. E cover environment setup (.env, az login, packages), di scripts/validate-notebooks.ps1 runner, how to…

Use when adding a Power Platform connector to an Expo/React Native Power Apps mobile app and no dedicated mobile connector skill exists.

Use when adding an unspecified data source to an Expo/React Native Power Apps mobile app; routes to Dataverse, SharePoint, or another connector.

Use when the user wants to add Dataverse tables (existing or new) to a Power Apps mobile app, extend an existing Dataverse table with new columns, or apply an approved data model plan.

Internal implementation skill invoked by /add-native for camera, image picker, barcode scanner, QR scanner, and camera/gallery Dataverse artifact workflows.

Internal implementation skill invoked by /add-native for native background GPS tracking with durable storage and Dataverse sync using @microsoft/power-apps-native-bglocation.

Internal implementation skill invoked by /add-native for app-generated PDF report workflows using expo-print and, when present, expo-sharing.

Internal implementation skill invoked by /add-native for native PDF control workflows. Handles HTTPS and file URI PDF viewing with @microsoft/power-apps-native-pdf-viewer 0.2.9+.

Internal implementation skill invoked by /add-native for pen, signature, ink, drawing, and handwriting capture workflows using @microsoft/power-apps-native-pen-input.

Ports background jobs from ASP.NET Framework to ASP.NET Core and the .NET Generic Host, and stops a job running twice while the legacy and new hosts are both live. Use when an app uses WebBackgrounder (JobManager, IJob, IJobCoordinator,…

Migrates .NET projects from Newtonsoft.Json to System.Text.Json, updating package references, code files, and handling API differences. Use when asked to "migrate Newtonsoft", "switch to System.Text.Json", "replace Newtonsoft.Json", or "upgrade JSON library".…

Migrates Global.asax application lifecycle events to ASP.NET Core middleware, startup configuration, and Program.cs. Use when upgrading ASP.NET Framework apps containing Global.asax or Global.asax.cs files. Triggers for "migrate Global.asax", "convert…

Determines which URLs a partly migrated app is still served by the old .NET Framework host and which the new ASP.NET Core host already answers, by reading both projects and the YARP route table. Use when planning the next wave of a side-by-side migration,…

Orchestrates migration of ASP.NET Framework (System.Web) MVC and WebAPI projects to ASP.NET Core. Covers only old .NET Framework web projects — not applicable to ASP.NET Core or modern .NET web projects (those are already on the target stack). Defines the…

Migrates ASP.NET Web API content negotiation and formatters to ASP.NET Core equivalents. Converts MediaTypeFormatter subclasses to InputFormatter/OutputFormatter, replaces IContentNegotiator with OutputFormatterSelector, and updates formatter registration…

Migrates ASP.NET Framework controllers and action results to ASP.NET Core equivalents, covering both MVC (Controller) and WebAPI (ApiController) patterns. Use when upgrading controllers that return HttpResponseMessage, IHttpActionResult, use ApiController…

Upgrade .NET projects to newer .NET versions, including guidance on current release status, support lifecycle (LTS/STS), and recommended upgrade targets.

Use this skill when someone wants to connect a Model Context Protocol (MCP) server to a Microsoft Copilot Studio agent, is reviewing an MCP server before a rollout, or is debugging why a tool never appears in the agent, why the input schema came back…

Use this skill whenever the user asks to "make a QR code", "create a QR code", "QR code for this link/website", "QR code with my logo", "branded QR code" or "Wi-Fi QR code". Guided walkthrough that builds a scannable QR code (PNG, SVG, PDF, JPG, WEBP) with a…

Use this skill whenever the user provides source material (notes, slides, a document, a PDF, pasted text, or a web page) and asks to "create a guide based on this", make a study guide, make flashcards, turn it into a quiz, "quiz me on this", or otherwise…

Use this skill whenever a user asks to create, generate, design, review, validate, lint, troubleshoot, or improve an Adaptive Card for Microsoft Copilot Studio standard-harness agents, including forms, confirmations, approvals, welcome prompts, status cards,…

Use this skill whenever a user asks to create, import, repair, authenticate, package, validate, sideload, evaluate, upgrade, or troubleshoot a Microsoft Copilot Cowork plugin containing Agent Skills or remote Model Context Protocol (MCP) connectors.

Use this skill whenever the user asks to de-identify, redact, anonymise, scrub, or remove PHI/PII from clinical text, notes, transcripts, or documents before sharing, exporting, or using them for analytics, testing, or demos — e.g. "de-identify this note",…

Extract meaningful images, photos, diagrams, charts, maps, screenshots, illustrations, and visual evidence from uploaded PDFs with arbitrary layouts. Use when a user asks to extract, crop, classify, caption, deduplicate, inventory, or package images from PDF…

Source/generate the requested file using whatever content rules apply to the use case, gate it against an evidence-based pre-upload size threshold using the filesystem API, and upload it to SharePoint via the Create file tool's confirmed /app/created/…

Foundational Python best practices, idioms, and code quality fundamentals

Mural workspace, room, mural, and widget workflows via the Mural REST API exposed through a Python CLI. Use when you need to read or write Mural content or automate widget creation.

Jira issue workflows for search, issue updates, transitions, comments, field discovery, and interactive credential setup via the Jira REST API. Use when you need to configure Jira access, search with JQL, inspect an issue, create or update work items, move an…

Review code changes from multiple perspectives with context bootstrap, depth-tier rigor, and structured findings output.

Follow an approved RPI plan, keep it current as new information comes to light, check off completed work, and keep a condensed changes log. Use when implementation is ready to begin or resume.

Create or resume an evidence-based RPI implementation plan with an optional independent critique. Use when a task needs an implementation plan or an existing plan needs revision.

Compare RPI planning and implementation evidence, record review findings, and route follow-up work. Use when an implementation needs acceptance review.

Design evaluation datasets and supporting documentation for AI systems and agents, covering the scoping interview, difficulty distribution, dataset contract, sample review, and metric and tooling selection. Use when building or reviewing an evaluation set for…

Launch Code OSS (VS Code from sources) into an isolated throwaway profile with unique debug ports so you can drive it with @playwright/cli AND attach a Node debugger via dap-cli in the same session. Use when working on VS Code itself and you want to interact…

Use whenever adding, modifying, or reviewing any Copilot, agent, LLM, AI, tool, permission, sandbox, MCP, model, telemetry, feature-gate, setting, configuration, or enterprise control—especially anything an organization or administrator may need to manage.…

Build and review cross-cutting agent-host chat behavior through lifecycle contributions. Use when adding turn lifecycle side effects, prompt or context injection, restored-history transformation, protocol-action observation, or when reviewing changes that add…

Diagnose intermittent VS Code Electron smoke-test failures from the Azure DevOps Flaky Smoke Tests pipeline (definition 700). Covers finding failed iterations, downloading task logs and platform artifacts with Azure CLI, correlating cumulative runner logs,…

Use when running unit tests in the VS Code repo. Covers the runTests tool, scripts/test.sh (macOS/Linux) and scripts/test.bat (Windows), and their supported arguments for filtering, globbing, and debugging tests.

Create a project Copilot extension canvas for the current workspace.

The VS Code design philosophy — a shared Values→Principles→Moves vocabulary for reasoning about UI in design terms instead of raw pixels. Use when designing, building, reviewing, or giving feedback on any visual surface; when deciding a radius, spacing, type…

Update doc comments

Preliminary SQL Server to Azure migration disposition and recommended assessment path. Runs a short guided interview, then applies a source-verified knowledge base to pre-select candidate targets (SQL VM, AVS, SQL MI, SQL DB, Fabric SQL DB, Arc SQL MI,…

Use this skill when the user asks for tenant-wide Database Hub inventory, cross-engine SQL/PostgreSQL/Cosmos health, security posture, auditing or CMK warnings, or Fabric SQL catalog inventory through Entra-authenticated Fabric APIs. Do not use it for…

Wires Azure Functions to Azure SQL Database with the SQL input and output bindings and the SQL trigger, including the change tracking the trigger cannot run without and the identity permissions the trigger needs beyond the ones the bindings need. Use when a…

Sequences standing up a new application on Azure SQL Database and routes each decision to the skill that owns it. Use at the start of a project, when a user says "build an app on Azure SQL", "add Azure SQL Database to my app", "which stack should I use with…

Connects a .NET application to Azure SQL Database with Microsoft.Data.SqlClient: which package references are required, the encryption defaults and what changed, connection pooling and the keys that split a pool, and managed identity or other Microsoft Entra…

Connects a Python application to Azure SQL Database, choosing between Microsoft's first-party mssql-python driver and the incumbent pyodbc, and covering driver installation, the connection string each one wants, connection pooling, and Microsoft Entra ID…

Connects a TypeScript or JavaScript application to Azure SQL Database with the mssql package over tedious: which packages to install, where the connection pool has to live, how to type query results, and how to authenticate with Microsoft Entra ID without a…

Takes a working local application and its Azure SQL Database to Azure with the Azure Developer CLI, reading its infrastructure rather than inheriting it. The one first-party template pairing a web app with Azure SQL Database uses a database password and…

Converts Synapse workspaces to Fabric: Spark items, Lake Databases, Linked Services, and Dedicated SQL Pool schema/procedures for Lakehouse or Warehouse. During Pool-to-Lakehouse migration only, can migrate approved dependent procedure callers after notebook…

Plan, design, author, preview, publish, and manage Power BI reports across requirements, page design, local PBIR/PBIP edits, validation, screenshots, Fabric upload/download, and rebinding. Use for report lifecycle work; use semantic-model-authoring for model…

Plan, design, author, preview, publish, and manage Power BI reports across requirements, page design, local PBIR/PBIP edits, validation, screenshots, Fabric upload/download, and rebinding. Use for report lifecycle work; use semantic-model-authoring for model…

Converts Synapse workspaces to Fabric: Spark items, Lake Databases, Linked Services, and Dedicated SQL Pool schema/procedures for Lakehouse or Warehouse. During Pool-to-Lakehouse migration only, can migrate approved dependent procedure callers after notebook…

Orchestrate Project Osmos for long-running Fabric and OneLake data-engineering outcomes, including task status, messages, follow-ups, cancellation, and deletion. Osmos tasks are remote service tasks, not local background agents. In Fabric portal Copilot,…

Manage Fabric Warehouse, Lakehouse SQL endpoints, and Mirrored Databases: DDL/DML, COPY INTO, read-only T-SQL, Query Insights diagnostics, and Capacity Metrics CU-spike correlation. Synapse migration target SQL belongs to synapse-migration; Fabric SQL…

Orchestrate Project Osmos for long-running Fabric and OneLake data-engineering outcomes, including task status, messages, follow-ups, cancellation, and deletion. Osmos tasks are remote service tasks, not local background agents. In Fabric portal Copilot,…

Manage Fabric Warehouse, Lakehouse SQL endpoints, and Mirrored Databases: DDL/DML, COPY INTO, read-only T-SQL, Query Insights diagnostics, and Capacity Metrics CU-spike correlation. Synapse migration target SQL belongs to synapse-migration; Fabric SQL…

Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service, app service high CPU, app service deployment failure, troubleshoot container apps, container app…

Guidance for instrumenting webapps with Azure Application Insights. Provides telemetry patterns, SDK setup, and configuration references. WHEN: how to instrument app, App Insights SDK, telemetry patterns, what is App Insights, Application Insights guidance,…

Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake. Answers questions about storage access tiers (hot, cool, cold, archive), when to use each tier, and tier comparison. Provides object storage, SMB file…

Guidelines for writing 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…

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…

End-to-end orchestrator: from a business idea, app idea, or existing app to running Azure deployment with cost estimates and pre-deploy approval. Analyzes your app, auto-detects the right Azure services, scaffolds infrastructure code, and deploys — tailored…

Run Azure compliance and security audits with azqr plus Key Vault expiration checks. Covers best-practice assessment, resource review, policy/compliance validation, and security posture checks. WHEN: compliance scan, security audit, BEFORE running azqr…

Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning networking, identity, security, compliance, and multi-resource topologies with WAF alignment. Generates Bicep or Terraform…

Activate when the user asks about APM (Agent Package Manager): installing, configuring, authoring, or troubleshooting AI-agent packages, dependencies, compilation, MCP servers, policy, or any `apm` CLI command.

Activate when code touches token management, credential resolution, git auth flows, GITHUB_APM_PAT, ADO_APM_PAT, AuthResolver, HostInfo, AuthContext, or any remote host authentication -- even if 'auth' isn't mentioned explicitly.

Activate when code touches token management, credential resolution, git auth flows, GITHUB_APM_PAT, ADO_APM_PAT, AuthResolver, HostInfo, AuthContext, or any remote host authentication -- even if 'auth' isn't mentioned explicitly.

Use this skill to run a four-panel adversarial advisory review on any pull request that touches the OpenAPM specification artifact (docs/src/content/docs/specs/openapm-*.md), its inline / sidecar JSON Schemas…

Use this skill to run a four-panel adversarial advisory review on any pull request that touches the OpenAPM specification artifact (docs/src/content/docs/specs/openapm-*.md), its inline / sidecar JSON Schemas…

Use this skill to post or patch ONE GitHub comment for a microsoft/apm autopilot run. It owns public vs debug body assembly and the AI disclaimer footer. Never labels, assigns, requests reviewers, or merges. Autopilot skills that write comments must load this…

Queue open microsoft/apm issues and fan them out through an isolated pool (default 2) of autopilot-issue-triage-worker sessions. Advisory only. Never implements, never assigns, never requests reviewers. Activate on a mixed issue list or queue-all when the job…

Use this skill to triage ONE microsoft/apm issue already selected by autopilot-issue-triage-scheduler. Return one advisory recommendation and a proposed scope brief, never human approval. Do not implement the issue, manage the backlog, or list the queue.