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.

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),…

Lookup documented AKS fixes only when the prompt includes an exact catalog signature and all of its qualifiers: VMCannotFitEphemeralOSDisk; NodePoolMcVersionIncompatible; 'NodeImageVersion is not accepted'; AKS SkuNotAvailable with size, location, and zone;…

Collects bounded packet captures from AKS nodes and Azure network configuration for wire-level evidence. WHEN: "capture packets on an AKS node", "take a pcap", "run tcpdump on AKS", "prove where packets drop". Use for explicit packet-capture intent after…

Debug live Azure Kubernetes Service (AKS) incidents with a read-only, evidence-first investigation. WHEN: pod crashes or Pending, CrashLoopBackOff, OOMKilled, ImagePullBackOff, node NotReady, DNS or ingress failure, connectivity timeout, network policy, SNAT…

Builds an Azure portal deep link to a specific blade/menu item for supported Microsoft.ContainerService, Microsoft.Kubernetes, and Microsoft.Compute resources using the aks-search-direct-mid semantic search API. WHEN: 'find where in the Azure portal to do…

Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setup, and first deployment. WHEN: "setup AI Runway", "onboard AKS cluster", "install AI Runway", "airunway setup", "deploy…

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…

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…

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.

Migrates the obsolete Microsoft.Data.Edm (OData v1–v3 EDM types) to Microsoft.OData.Edm for OData v4. Use ONLY when Microsoft.Data.Edm has been flagged as obsolete or deprecated and must be replaced — not for version-bump scenarios where Microsoft.Data.Edm is…

Migrates the obsolete Microsoft.Data.OData (OData v1–v3) to Microsoft.OData.Core for OData v4 serialization. Use ONLY when Microsoft.Data.OData has been flagged as obsolete or deprecated and must be replaced — not for version-bump scenarios where…

Migrates the obsolete Microsoft.Data.Services.Client (WCF Data Services) to Microsoft.OData.Client for OData v4 client access. Use ONLY when Microsoft.Data.Services.Client has been flagged as obsolete or deprecated and must be replaced — not for version-bump…

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 the obsolete System.Spatial (OData v1–v3 spatial types) to Microsoft.Spatial for OData v4. Use ONLY when System.Spatial has been flagged as obsolete or deprecated and must be replaced — not for version-bump scenarios where System.Spatial is still…

Gates ASP.NET Framework to Core migrations on externally-consumed wire contracts before migrating Web API OData to Microsoft.AspNetCore.OData. Use when replacing legacy OData or migrating Atom feeds, custom ODataEntityTypeSerializer implementations, or…

Detect Windows PowerShell 5.1 → 7.x compatibility blockers across a tree of .ps1/.psm1/.psd1 files. Two parts: generate and validate a PSScriptAnalyzer compatibility profile for the target host (the primary detector, covering removed…

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,…

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/…

Use this skill whenever the user asks to diagnose why something failed, find the root cause of an incident, conduct a post-mortem, analyze a problem or defect, distinguish symptoms from causes, or apply 5 Whys or Fishbone analysis. Trigger on phrases like…

Turns the four Microsoft admin center (MAC) Copilot activity exports into a populated, single-file HTML adoption dashboard using the Copilot Adoption Analysis framework (Pillars A–E and the KPI scorecard). Triggered by the `create-copilot-adoption-dashboard`…

Required whenever a knowledge request names or implies a country, asks what applies "here," or compares countries. Treat Country as document metadata, not as a content-search term. Before any content search, general-knowledge answer, or clarification, use…

Text-to-speech voice-over generation from YAML speaker notes using Azure Speech SDK with SSML pronunciation control, or an offline Piper engine that needs no credentials

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.

Create levelled demo decks and narrated MP4s for any repository topic, with HVE Core as the default in the hve-core repository. Use when training or demo material is needed for L100 through L400 audiences.

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

Generates PR reference XML with commit history and unified diffs between branches, with extension and path filtering. Use when creating pull request descriptions, preparing code reviews, analyzing branch changes, discovering work items from diffs, or…

Authors Vally conformance tests for prompts, instructions, agents, and skills, and refuses jailbreak, prompt-injection, harmful-elicitation, TOS, CoC, and PII-extraction stimuli

Assemble ordered frames or clips with narration and optional synchronized scene transitions into an MP4 via FFmpeg

Capture VS Code screenshots and self-contained browser animation scenes through Playwright. Use for editor evidence, slide imagery, or silent WebM scene clips.

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.…

Analyze Agent Host debug log exports. Use when given an ah-logs or ahp-logs zip/folder, an Export Agent Host Debug Logs bundle, events.jsonl, AHP JSONL transport logs, Agent Host.log, remote-agenthost.log, or copilot-logs.

Architecture and hard-won debugging lessons for customization enablement (plugins, MCP servers, agents, skills, instructions) in the agent host. Use when changing how customizations are discovered, published, enabled/disabled, or handed to a provider SDK;…

Use when writing, recording, updating, validating, or troubleshooting Agent Host end-to-end and real-provider integration tests under src/vs/platform/agentHost/test/node/e2e and providerIntegration. Covers adding a cross-provider test, re-recording fixtures…

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.

Use when reproducing a UI bug or verifying a fix by driving a real VS Code window end to end and capturing evidence. Writes a scenario file, runs it against a dev build or installed Insiders, and produces a captioned video, per-step screenshots, a Playwright…

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 when creating or updating component fixtures for screenshot testing or their shared infrastructure, or when designing UI components to be fixture-friendly. Covers fixture file structure, theming, service setup, CSS scoping, async rendering, validation,…

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,…

Use for Azure AI: Search, Speech, OpenAI, Document Intelligence. Helps with search, vector/hybrid search, speech-to-text, text-to-speech, transcription, OCR. WHEN: AI Search, query search, vector search, hybrid search, semantic search, speech-to-text,…

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…

Analyze assertion quality, depth, variety, and false confidence in existing tests. ALWAYS USE when asked about weak, shallow, trivial, always-true, self-referential, assertion-free, presence/truthiness-only, or insufficiently diverse assertions, including…

Legacy compatibility alias for the code-testing skill. Do not self-activate for user requests and do not treat this name as a custom agent. When invoked explicitly by older instructions, load code-testing and follow it instead.

Provides file paths to language-specific extension files for the code-testing pipeline. Call this skill to discover available extension guidance files (e.g., dotnet.md for .NET, cpp.md for C++). Do not use directly — invoked by code-testing agents and skills…

ALWAYS USE for test work that requires changes: write, add, generate, repair, or strengthen tests for existing code in xUnit, MSTest, NUnit, pytest, Vitest/Jest, Go, or another framework. Includes regression cases, failing or flaky tests, coverage-driven…

Activation requires either supplied .NET coverage reports/percentages/line, branch, or condition metrics, or an explicit request to collect .NET coverage for analysis. USE FOR: interpreting that evidence, including Cobertura data, partial conditions,…

Reference-only filter syntax for VSTest and MTP with MSTest, NUnit, xUnit v3, and TUnit. Load only after the platform/framework is known and a consumer needs to create or translate a filter. Do not load for unfiltered runs or platform detection. Used by…

MANDATORY for static source-to-test pairing: find or list source files/modules without corresponding tests, or suggest test locations from repository structure. Invoke even for a tiny package; do not substitute manual globbing. Uses Roslyn for C#/.NET and…

Grade a curated list of individual tests for readiness, A-F quality, and concrete improvements. ALWAYS USE FOR: grade tests, review only a named test, per-test readiness decisions, or quality bands for supplied methods, bodies, file spans, or bounded PR…