microsoft

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

Run supported AIBAST workshops directly through GitHub Copilot Agent mode.

Run supported AIBAST workshops through Brainstem, the learner's personal on-device training AI working alongside GitHub Copilot.

Create a synthetic Acme account overview and identify evidence that merits seller attention.

Compare synthetic competitor signals and positioning considerations for Acme.

Prepare a concise synthetic pre-meeting briefing and review checklist.

Assess synthetic deal risks and mitigation options without changing a forecast or CRM record.

Map the synthetic buying committee and relationship gaps without creating outreach tasks.

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end with azd. USE FOR: azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy, prompt agent create, create agent, update…

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…

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…

Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run/Spring Boot→Container Apps. WHEN: migrate Lambda to Functions, AWS to Azure,…

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, troubleshoot…

Prepare azd-based Azure projects for deployment: generates azure.yaml, infrastructure (Bicep/Terraform), and Dockerfiles for the Azure Developer CLI (azd) workflow. USE ONLY when the user explicitly wants to use azd as the deployment tool, or the project…

Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architecture diagram, visualize Azure resources, show resource relationships, generate Mermaid diagram,…

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 asked to validate, test, smoke-test, or run the course's notebook and code samples against a live Microsoft Foundry / Azure OpenAI configuration. Covers environment setup (.env, az login, packages), the scripts/validate-notebooks.ps1 runner,…

ਜਦੋਂ ਮੰਗ ਕੀਤੀ ਜਾਵੇ ਤਦ ਵੈਲਿਡੇਟ ਕਰਨ ਲਈ, ਟੈਸਟ ਕਰਨ ਲਈ, ਸਮੋਕ-ਟੈਸਟ ਕਰਨ ਲਈ, ਜਾਂ ਕੋਰਸ ਦੇ ਨੋਟਬੁੱਕ ਅਤੇ ਕੋਡ ਸੈਂਪਲਾਂ ਨੂੰ live Microsoft Foundry / Azure OpenAI ਕਨਫਿਗਰੇਸ਼ਨ ਖਿਲਾਫ ਚਲਾਉਣ ਲਈ ਵਰਤੋਂ ਕਰੋ। ਇਹ ਮਾਹੌਲ ਸੈਟਅੱਪ (.env, az login, ਪੈਕੇਜਜ਼), ਸਕ੍ਰਿਪਟਸ/validate-notebooks.ps1 ਰੱਨਰ, PASS/FAIL ਨਤੀਜੇ ਬੁਝਣ ਅਤੇ ਕਿਹੜੇ ਪਾਠਾਂ ਨੂੰ ਵਾਧੂ ਸਾਧਨਾਂ ਦੀ ਲੋੜ…

(Preview) Builds and edits a model-driven Power Apps app from a natural-language intent — tables, columns, relationships, adaptive forms with sub-grids, views, Choice-column charts, generative page intents for overview/dashboard surfaces (page `.tsx`…

Creates or edits a Power Apps Canvas App through the Canvas Authoring MCP coauthoring session. Handles new app generation, direct targeted edits, complex multi-screen changes, responsive layout, per-screen self-QA, and compile-error convergence. Trigger on…

Use when the user wants to start a new Power Apps mobile app (Expo / React Native / TypeScript, targeting iOS and Android) from scratch.

Use this skill when the user wants to enable, disable, turn on or off, opt out of, opt in to, or check the status of mobile-app usage data. Triggers: "disable telemetry", "turn off telemetry", "opt out of telemetry", "stop collecting usage data", "enable…

Use this skill when the user wants to enable, disable, turn on or off, opt out of, opt in to, or check the status of power-pages telemetry or its usage data. Triggers: "disable telemetry", "turn off telemetry", "opt out of telemetry", "stop collecting usage…

Set up Power Automate CLI prerequisites. Use when the user is new, something isn't working, or they need help getting started.

Assemble the final `.ppmplugin` binary bundle for a PAM native extension and verify its contents. First **reconciles** the manifest's declared `entrypoints` against the binaries actually staged — if the manifest declares a platform with no built binary it…

Statically audit a built `.ppmplugin` before wrap testing. Checks archive layout, manifest compatibility, bundle consistency, Android DEX integrity and SDK leakage, iOS framework structure, native source-to-receiver alignment, and the PCF…

Enable nullable reference types in a C# project and systematically resolve all warnings. Use when adopting NRTs in existing codebases, performing file-by-file or project-wide nullable migration, fixing CS8602/CS8618/CS86xx warnings, annotating APIs for…

Governs a SQL database that two hosts read and write at the same time during a side-by-side migration. Use when a legacy .NET Framework app and a new .NET app share one database, point at the same connection string, or must both stay live while the schema…

Migrates Entity Framework 6 EDMX-based models (Database-First/Model-First) to EF Core Code-First. Use when upgrading projects containing .edmx files, .Context.tt templates, EntityClient connection strings, or ObjectContext references. Triggers for "migrate…

Migrates Entity Framework DbContext registration from Global.asax/Startup to ASP.NET Core dependency injection in Program.cs. Handles both EF6 (classic Entity Framework) and EF Core patterns including connection string migration, DI registration, and database…

Migrates Entity Framework 6 Code-First projects to EF Core. Use when upgrading projects that already use DbContext with Code-First models (no EDMX files) and need to move to EF Core. Triggers for "migrate EF6 to EF Core", "upgrade Entity Framework to EF…

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 MVC and Web API authentication and authorization to ASP.NET Core, covering Forms Authentication, Membership providers, Windows Authentication, token-based auth, authorization rules, and anti-forgery tokens. Use when upgrading projects that…

Migrates ASP.NET Framework HttpModules, HttpHandlers, and Global.asax events to ASP.NET Core middleware and endpoints. Use when projects contain IHttpModule, IHttpHandler, IHttpAsyncHandler, .ashx generic handlers, Global.asax…

Diagnose a live Microsoft Copilot Studio agent from its analytics and transcripts, find why it is underperforming, and produce a prioritized improvement backlog tied to specific topics, knowledge sources and tools. Use when an agent is already in production…

Run an adversarial assurance review of a Microsoft Copilot Studio agent you own — generate and execute test cases for indirect prompt injection, oversharing and authorization bypass, data leakage, scope escape and tool misuse — then score the findings and map…

Produces narrated educational explainer videos (MP4, 1080p, burned-in captions) that teach a concept, tool, process or policy — researching the subject where facts matter, generating office b-roll, and framing screenshots the user attaches. Use when the user…

Create narrated demo/explainer videos of a live web app or agent, with real screen-flow footage under an AI (Ava neural) voiceover. Use whenever the user wants to "make a video", "record a demo", "create a walkthrough", "screen record an agent/app and narrate…

Use this skill whenever the user asks to monitor, capture, or track action items directed at them across Microsoft Teams chats, meeting transcripts, and Outlook mail, and record them as Microsoft To Do tasks — e.g. "set up action item tracking", "monitor my…

Recommends which Microsoft 365 / Copilot Studio agent option fits a described scenario — using Microsoft 365 Copilot as-is, building a standard (declarative) agent, or building a custom (custom engine) agent — and which Copilot Studio harness to build on…

Use this skill to visualize routes and locations on a map — especially after an upstream tool call (routing connector, Azure Maps, Bing Maps connector, HERE, Mapbox, Dataverse, CRM, SharePoint, or any connector that returns coordinates) has returned ordered…

Build a lively, quantitative Work IQ Signalboard as a self-contained HTML dashboard of the signed-in user's last 28 days of Calendar, Mail, and Teams chat activity. Use whenever the user asks "show me my Work IQ signals", "build my Work IQ Signalboard", "make…

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…

Create or assess an evidence-grounded, falsifiable outcome hypothesis: a testable prediction of what measurable business result will change, for whom, by when, and how leading and lagging indicators will prove or disprove it. Use when framing measurable…

Build traceable internal-review proposal, RFI, RFP, tender, bid, and questionnaire responses from supplied questions and approved sources. Use to analyze questions, contribute business or product evidence, or draft qualified responses.

Requirements authoring guide for BRD and PRD across Discover, Define, and Govern with canonical templates and handoff contracts

State, resume, reconstruction, job-lifecycle, transition, and flow-state mechanics for the Data Science and Engineering Coach. Loaded by the coach; not a user entry point.

Model and document existing or planned software architectures with the C4 model across System Context, Container, and Component levels plus deployment diagrams, then emit diagrams through a selected renderer. Use when an architect needs audience-appropriate…

Experiment design reference for problem-class framing, Minimum Viable Experiment coaching, hypothesis formation, vetting and red flags, and experiment readiness. Use when translating a stated business outcome into candidate data-science problem classes, or…

Read-only PRD-to-work-item hierarchy planning. Use to turn a PRD into a validated Azure DevOps, GitHub, or Jira handoff.

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…

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.…

**WORKFLOW SKILL** — Create, update, review, fix, or debug VS Code agent customization files (.instructions.md, .prompt.md, .agent.md, SKILL.md, copilot-instructions.md, AGENTS.md). USE FOR: saving coding preferences; troubleshooting why…

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…

VS Code CSS conventions, file organization, class naming, standard sizes, SplitView/Grid layout, scrollable content, responsive layout, and text overflow/ellipsis patterns. Use when writing CSS, building layouts, or fixing text truncation issues.

VS Code theming, color tokens, widget styles, focus indicators, and high-contrast theme support. Use when registering colors, styling widgets with theme tokens, or ensuring HC/focus compliance.

Update the committed blocks-ci screenshot hashes after the "Screenshots & Tests" check fails, or investigate a screenshot diff reported on a PR. Use when asked to update, accept, or refresh component screenshot baselines from CI. This skill should be run as a…

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…

Delivery-risk reviewer that sizes the investment a plan is asking for against the team's actual confidence that it will land, and names specifically what's most likely to make it slip or fail to ship at all. Hunts the plan that asks for a six-month bet with…

Outcome-validity reviewer that refuses to accept a feature list, a roadmap item, or a shipped deliverable as evidence of progress until it is mapped to a measurable change in customer or business behavior. Hunts the gap between "we shipped it" and "we moved…

Outcome-clarity reviewer that questions whether you've defined what you're trying to achieve, validated the problem exists, and can defend it in plain language. Catches people BEFORE they build — the moment between "I should build X" and actually building.…

Competitive-differentiation reviewer that refuses to accept "the user wants this" as sufficient — insisting the plan also explain why a real customer would choose it over every real alternative, including doing nothing at all. Hunts the feature that is…

Convene the Product Development Council on the CURRENT conversation / work-in-progress — the plan, roadmap, or scope decision you've been building in this session. The INLINE counterpart to /product-council (which forks and runs isolated, so it cannot see the…

Convene the Product Development Council (six orthogonal product-delivery lenses, anchored by a mandatory problem-validation gate) on a target — cold independent fan-out, debate-to-consensus, synthesized verdict with recorded dissent and a roster manifest.

Run a bounded, self-checking polling loop (sleep -> check -> decide, repeat) WITHOUT ENDING THE TURN, so the turn only ends when the watched thing is done, has failed, or genuinely needs the user's attention -- which is what makes Amplifier's end-of-turn…

Build a NEW complete "council" for a domain — a panel of orthogonal review lenses that fan out cold, debate to consensus, and return a synthesized verdict with recorded dissent, exactly like /council and /design-council. Identifies the distinct lenses the…

Build, deploy, evaluate, optimize, fine-tune, and manage Microsoft Foundry agents, models, and resources end to end with azd. USE FOR: azd ai agent, azd provision/deploy, hosted agent scaffold/develop/run/deploy, prompt agent create, create agent, update…

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…

Review skill PRs with structured severity-rated feedback covering token budgets, routing conflicts, required sections, and repo conventions. WHEN: "review skill", "review skill PR", "review skill changes", "check skill quality", "skill PR feedback".

Author, validate, and run Vally evaluation suites for agent skills. TRIGGERS: create eval, write eval, add eval, run eval, validate eval, vally eval, eval.yaml, add stimulus, map test to eval, migrate test to eval, eval graders, eval scoring, add eval to CI.

Collects comparison test run artifacts and answers the user's questions based on the trajectories of each run. WHEN TO USE: collect comparison test artifacts

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…

Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→App Service, Fargate/Kubernetes/Cloud Run/Spring Boot→Container Apps. WHEN: migrate Lambda to Functions, AWS to Azure,…

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.

Use this skill to triage one microsoft/apm issue selected by the daily sweep, the `status/needs-triage` fast path, or manual dispatch. Emit one synthesized comment with a decision, label set, exact milestone, and suggested next action.

Hermetic Agent Plugins lifecycle contract

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 only as the composed drive-to-merge stage of an APM batch orchestrator (batch-bug-shepherd, apm-issue-autopilot) that has already selected ONE open pull request in microsoft/apm. Do NOT use for user-facing requests to triage issues, sweep a queue, or open…

Use this skill to drive any open microsoft/apm issue (bug, feature, docs, refactor, perf) from raw intake to a mergeable PR with triage as the central, paramount gate. Run the apm-triage-panel rubric per issue first, then present ONE consolidated triage…

Use this skill to drive a batch of suspected bugs in microsoft/apm from raw issue list to mergeable PR queue. Fan out one triage subagent per issue (LEGIT / UNCLEAR / FIXED-AT-HEAD), gate every legit bug against PRINCIPLES.md via an apm-ceo…

Grades a specified set of test methods individually and produces a concise table mapping each test (fully-qualified name) to a letter grade (A–F), a score band, pseudo-mutation resilience, a one-line note, and a concrete improvement for every grade below A —…

Analyze MSBuild binary logs to diagnose build failures. USE FOR: build errors that are unclear from console output, diagnosing cascading failures across multi-project builds, tracing MSBuild target execution order, and generally any MSBuild build issues.…

Generate MSBuild binary logs (binlogs) for build diagnostics and analysis. USE FOR: adding /bl:{} to any dotnet build, test, pack, publish, or restore command to capture a full build execution trace, prerequisite for binlog-failure-analysis and…

Guide for optimizing MSBuild build parallelism and multi-project scheduling. USE FOR: builds not utilizing all CPU cores, speeding up multi-project solutions, evaluating graph build mode (/graph), build time not improving with -m flag, understanding project…

Detects MSBuild projects with conflicting OutputPath or IntermediateOutputPath. USE FOR: builds failing with 'Cannot create a file when that file already exists', 'The process cannot access the file because it is being used by another process', intermittent…

Guide for diagnosing and improving MSBuild project evaluation performance. USE FOR: builds slow before any compilation starts, high evaluation time in binlog analysis, expensive glob patterns walking large directories (node_modules, .git, bin/obj), deep…

Guide for MSBuild extensibility: CustomBefore/CustomAfter hooks, wildcard imports with alphabetic ordering, import gating with control properties, NuGet package build extension layout (build/buildTransitive), and the MicrosoftCommonPropsHasBeenImported guard.…

Catalog of MSBuild anti-patterns with detection rules and fix recipes. USE FOR: reviewing, auditing, or cleaning up .csproj, .vbproj, .fsproj, .props, .targets, or .proj files. Each anti-pattern has a symptom, explanation, and concrete BAD→GOOD…