pr-reviewMulti-dimensional review of a PR or feature branch in the microsoft/winappcli repo. Activate when a contributor asks to "review my PR", "review my changes", "vet my branch before pushing", "do a full review", "PR review", "review this feature", or similar.…spec-reviewIndependent, multi-model review of a design or spec **before** any code is written, for the microsoft/winappcli repo. Activate when a contributor asks to "review this spec", "review my design", "review this design doc", "validate this approach", "should we…winapp-setupSet up a Windows app project for MSIX packaging, Windows SDK access, or Windows API usage, or scaffold a brand-new WinUI 3 app. Use when creating or scaffolding a new WinUI app from scratch, adding Windows support to an Electron, .NET, C++, Rust, Flutter, or…winapp-frameworksFramework-specific Windows development guidance for Electron, .NET (WPF, WinForms), C++, Rust, Flutter, and Tauri. Use when packaging or adding Windows features to an Electron app, .NET desktop app, Flutter app, Tauri app, Rust app, or C++ app.winapp-find-uiSearch WinUI 3 controls and samples for a working code example. Use when building a WinUI 3 UI and you need to discover which control fits an intent (e.g. 'tabbed layout', 'a card with an image and title', 'swipeable list rows') and get a real code example…winapp-mauiPackage and sign .NET MAUI Windows apps with winapp, resolving the resizetizer manifest dependency. Use when packaging or signing a .NET MAUI Windows app, building a MAUI MSIX or signed unpackaged build in CI, or fixing 'manifest contains unresolved…winapp-troubleshootDiagnose and fix common Windows app packaging, signing, identity, and SDK errors. Use when encountering errors with MSIX packaging, certificate signing, Windows SDK setup, or app installation.winapp-identityEnable Windows package identity for desktop apps to access Windows APIs like push notifications, background tasks, share target, and startup tasks. Use when adding Windows notifications, background tasks, or other identity-requiring Windows features to a…
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prepare-pull-requestGet a branch ready to open as a draft pull request, or ready to move from draft to review. Use when the operator says "prepare a PR", "open a draft PR", "I'm ready to open a PR", "check my branch before I push", "is this ready for review", or asks what is…error-translationHow infrastructure-caused database failures are turned into messages users can act on, via ConnectionDiagnosticsService. Use when adding a discovery plugin, a connection source, a reachability provider, a new tree view or webview surface, when a user reports…fluentuiPatterns for FluentUI React v9 components in VS Code webviews. Use when working with any FluentUI component (Toolbar, Overflow, Menu, Button, Dialog, etc.), debugging layout or styling issues with FluentUI, implementing toolbar overflow (collapsing items into…ux-pr-reviewPrepare and run an agent-assisted UX / workflow review of a pull request. Use when the operator says "I'm about to work on a UX PR review, please prepare", "prepare a UX review for PRtree-cluster-architecturePatterns for cluster nodes and tree data providers in vscode-documentdb. Use when adding or changing a cluster tree item, discovery provider, Connections/Azure/Discovery tree hierarchy, tree/list mode, cluster identity, treeId/clusterId lookup, Collection…webview-trpc-messagingImplements tRPC-based communication between VS Code extension host and React webviews. Use when creating new webview procedures (queries, mutations, subscriptions), adding a new webview router, wiring up a webview controller, using the tRPC client from React…telemetry-instrumentationInstrumentation patterns for telemetry in the vscode-documentdb extension. Use when adding telemetry to a feature, enriching existing telemetry with properties or measurements, linking related events with correlation IDs, instrumenting commands or tree views,…writing-release-notesGenerates release notes and changelog entries for the DocumentDB VS Code extension. Use when preparing version releases, creating patch update notes, writing changelog entries, or documenting new features and fixes. Handles both major/minor versions (new…
iterateUse this skill when the user asks Claude to autonomously test, fix, review, and merge a change end-to-end. Detects which lane(s) changed (frontend / backend / framework / agentspec), spawns relevant verifiers (agentic-test-loop with --require-oracle for…mcs-buildUse this skill to build an agent in Copilot Studio from a researched agentspec.json. Runs pre-build validation (auth, env, connections, tools, model), then creates the agent, configures instructions, knowledge, tools, model, topics, and publishes. Supports…mcs-evalUse this skill to test an agent's quality after building or fixing it. Runs eval test sets against a published agent via Direct Line API (default, auto), CopilotStudio SDK, Power CAT Kit, or MCS Native Eval (for MCP agents). Results are written per-test to…mcs-fixUse this skill to fix an agent after eval failures. Classifies root causes (instruction gaps, boundary violations, routing failures, knowledge gaps, scoring issues, decision mismatches), applies targeted fixes via PE and TE, then re-evaluates. Use after…mcs-initUse this skill to start a new MCS agent project. Creates the folder structure in Build-Guides/, copies template files, and detects the intake path (SDR documents, wizard, or manual). Use when the user says 'new project', 'start a build', or provides intake…mcs-iterateUse this skill to autonomously build, evaluate, and fix an MCS agent until it reaches SHIP verdict. Composite of /mcs-build → /mcs-eval → /mcs-fix → re-eval, max 3 fix cycles per agent. Reuses the iterate-orchestrator audit + verdict primitives. Use after…mcs-pipeline-testUse this skill to run the MCS build pipeline verify-fix harness against the canonical kitchen-sink agent. The harness reads back every component from MCS via API, classifies any drift against a fixed taxonomy, and auto-applies fixes for confirmed…mcs-reportUse this skill to generate an export from agentspec.json without running a build. Produces a single self-contained HTML file with three tabs: Brief (design state), Evaluations (test sets and results), and How-To Guide (step-by-step MCS build instructions).…
code-explainer**UTILITY SKILL** - Explain code snippets, functions, and algorithms in plain language. USE FOR: explain code, what does this code do, break down this function, help me understand this, walk through this algorithm, clarify this logic, explain this snippet,…skill-name{what this skill teaches agents}skill-name{what this skill teaches agents}waza-runnerRun evaluations on Agent Skills to measure their effectiveness. USE FOR: "run skill evals", "evaluate my skill", "test skill quality", "check skill triggers", "skill compliance check", "measure skill performance", "run evals on [skill-name]", "grade skill…waza-interactiveInteractive workflow partner for creating, testing, and improving AI agent skills with waza. USE FOR: run my evals, check my skill, compare models, create eval suite, debug failing tests, is my skill ready, ship readiness, interpret results, improve score. DO…waza**WORKFLOW SKILL** - Evaluate AI agent skills using structured benchmarks with YAML specs, fixture isolation, and pluggable validators. USE FOR: run waza, waza help, run eval, run benchmark, evaluate skill, test agent, generate eval suite, init eval, compare…azd-publishPrepare and publish a new version of the waza azd extension. USE FOR: "publish extension", "release new version", "bump version", "prepare release", "update changelog", "azd publish", "new release", "version bump", "cut a release". DO NOT USE FOR: running…profile-test-skill**PROFILE TEST** - A skill for testing the profile command. USE FOR: testing profile analysis, verifying structural metrics. DO NOT USE FOR: production use.
agents-sdk-typescript-otelUse when adding, configuring, validating, or troubleshooting OpenTelemetry observability for a Microsoft 365 Agents SDK application in JavaScript or TypeScript. Trigger when the user mentions OpenTelemetry, OTel, telemetry, traces, metrics, logs, OTLP, Aspire…agents-sdk-python-otelUse when adding, configuring, validating, or troubleshooting OpenTelemetry observability for a Microsoft 365 Agents SDK application in Python. Trigger when the user mentions OpenTelemetry, OTel, telemetry, traces, metrics, logs, OTLP, Aspire Dashboard,…agents-sdk-dotnet-otelUse when adding, configuring, validating, or troubleshooting OpenTelemetry observability for a Microsoft 365 Agents SDK application in C# / .NET. Trigger when the user mentions OpenTelemetry, OTel, telemetry, traces, metrics, logs, OTLP, Aspire Dashboard,…agents-sdk-typescriptUse when any code imports @microsoft/agents-hosting, @microsoft/agents-hosting-express, or related Agents SDK packages, or when the user is building, configuring, or asking questions about a Microsoft 365 Agents SDK agent in TypeScript. Trigger on questions…agents-sdk-dotnetUse when any code imports Microsoft.Agents.Hosting.AspNetCore, Microsoft.Agents.Builder, or related Agents SDK packages, or when the user is building, configuring, or asking questions about a Microsoft 365 Agents SDK agent in C# / .NET. Trigger on questions…bf-to-agents-sdk-dotnet-migrationUse when migrating a Bot Framework .NET SDK bot to Microsoft 365 Agents SDK. Triggered by projects that depend on packages: Microsoft.Bot.Builder or Microsoft.Bot.Builder.Integration.AspNet.Core that want to migrate to Agents SDK.bf-to-agents-sdk-typescript-migrationAssess and migrate JavaScript or TypeScript bots from BotBuilder/Bot Framework SDK to Microsoft 365 Agents SDK with AgentApplication. Use to produce a migration report and plan before editing code, map BotBuilder packages and APIs, identify unsupported…agents-sdk-typescript-debuggingUse when troubleshooting an agent built with the Microsoft Agents SDK (@microsoft/agents-hosting and related packages). Trigger on any of these symptoms: build or TypeScript errors, crashes on startup, 401 or auth errors on incoming requests, the bot not…
capability-patchSelected during the capability phase — adds new tools, exposes new parameters, fixes tool implementations, or removes infrastructure limitations to expand what the agent can dodiagnoseUse to systematically diagnose why scenarios fail — identifies root causes by analyzing agent traces, codebase, and behavioral patternshistory-analysisUse to systematically analyze the full evolution history without output truncation — produces a structured summary of what matters for the current iterationpatch-verificationUse after applying any patch to thoroughly verify the agent codebase has no bugs — checks syntax, imports, runtime behavior, docstrings, templates, hooks, and logical correctnesssteering-patchSelected during the steering phase — refines agent behavior by modifying prompts, tool descriptions, or hook reminders without changing executable codecapability-patchSelected during the capability phase to add tools, expose parameters, fix implementations, or remove infrastructure limitations that restrict the agent.patch-verificationUse after applying a Meta-ARE patch to check syntax, imports, integration behavior, hooks, mutation scope, and result consistency.steering-patchSelected during the steering phase to refine agent behavior through prompts, tool descriptions, or hook reminders without changing executable code.
bump-versionBump WebUI to an input release version, run the full gate, and prepare a release PR with bucketed changes since the previous v-prefixed tag.webui-referenceAuthoritative WebUI framework reference for generating correct application code - template-first authoring rules, template syntax, styling, interactivity, routing, state JSON, and anti-patterns.perfSpeed and memory performance rules for Rust crates, the Node addon, webui-framework, and webui-router.docs-syncKeep user-facing docs and DESIGN specification aligned with behavior and API changes.testingTest patterns, fixture structure, and when to use E2E vs unit tests.webui-devBuild interactive WebUI apps with compiled-template hydration, template syntax, component patterns, and CLI usage.prGuidance for branch naming, commit messages, and PR titles.code-reviewFramework code review checklist - correctness, performance, concurrency, design, and style.
blob-readingSafe resolution of ci-blob:// URIs — extract specific fields without dumping full payloadscontext-intelligence-graph-queryUse when querying the context-intelligence property graph for session history, tool call traces, LLM iteration analysis, execution scale metrics, agent delegation trees, skill loading, and recipe orchestration. Covers all graph layers, cross-layer…context-intelligence-hill-climbingUse when an investigation needs MORE THAN ONE step — track the exploration as a hill climb in the todo tool so progress, dead leads, and findings leave an auditable trail. Governs HOW you track the climb, NOT how you query or extract (those stay in the…context-intelligence-derived-metricsUse when a graph query returns structurally-identical rows that hide different intent — many delegations all "none/conversation", many look-alike sessions, many identical tool calls — and the raw shape refuses to tell you WHY. Teaches how to derive an…context-intelligence-gdsUse when an analysis over the context-intelligence graph is about to be written as naive Cypher — reach for Neo4j GDS (Graph Data Science) or APOC instead when the question is really a complex topology search: pathfinding, reachability, centrality/influence,…context-intelligence-session-navigationUse when extracting session data directly from JSONL files — the baseline path when the graph server is unavailable or when operating outside graph-analystcontext-intelligence-session-reconstructionReconstruct local Amplifier session files from the context-intelligence graph server — events.jsonl, transcript.jsonl, and metadata.jsonworkflow-pattern-analysisAnalyse failure and success patterns across many runs of a specific workflow using context-intelligence session data. Use when you want to answer: "How is <workflow> failing?", "What does a successful run look like vs a failing one?", "Which steps are the…
excalidraw-diagramCreate Excalidraw diagram JSON files that make visual arguments. Use when the user wants to visualize workflows, architectures, or concepts.content-accuracy-auditAudit session content (activity guides, scenario lessons, READMEs, validate.py, solution.md, the rendered _site/, docs/, skills, infra, scripts) for correctness, currency, hallucinations, broken cross-references, and pacing. Cross-checks every Azure /…customer-activity-forgeResearch a customer and industry from public sources, then generate ranked AI-application ideas mapped to the three customer-delivery scenario playbooks.microsoft-foundryDeploy, evaluate, fine-tune, and manage Foundry agents end-to-end: Docker build, ACR push, hosted/prompt agent create, container start, batch eval, continuous eval, prompt optimizer, Agent Optimizer scaffold, agent.yaml, dataset curation from traces, model…foundry-hosted-agentsBuild, deploy, and manage Microsoft Foundry hosted (containerized) agents — Responses + Invocations protocols, agent.yaml, azd ai agent, per-agent Entra identity, dedicated endpoints, ACR. Use for Advanced Deploy as a Hosted Agent.foundry-iq-knowledge-basesBuild Microsoft Foundry IQ knowledge bases (preview) — multi-source, permission-aware grounding with agentic retrieval (query decomposition + parallel search + reranking); expose to agents via MCP. Use for Foundations Step 4 (Knowledge Base — Index + Foundry…foundry-modelsDiscover, deploy, and manage Microsoft Foundry models; preset vs customized deployments; capacity discovery across regions; quota; PTU vs PAYG; RAI policy. Use for Foundations Step 2 (Model Selection & the Playground).foundry-observabilityTrace, monitor, and evaluate Microsoft Foundry agents — OpenTelemetry GenAI traces in Application Insights (KQL), eval↔trace correlation, azd ai agent monitor, dataset curation from prod traces, built-in quality + safety/RAI evaluators, batch evals,…
paper2posterRender a pre-extracted paper's structured 9-section spec (`paper_spec.md`) into a single-page HTML academic poster, fit the layout to the page via an iterative measured-fill loop, and export it to print-ready PDF + PNG thumbnail. Requires the upstream…paper2videoTurn a research paper, a paper2assets package, or an existing PPT deck into a narrated MP4 video by fully delegating slide authoring to the installed ppt-master skill and fully delegating rendering, subtitles, timeline assembly, and strict media QA to the…paper2reelBuild an interactive HTML viewer that aligns paper2poster output with slide/video deck frames through a sidecar content_alignment.json, without modifying the original poster, PPTX, or blog deliverables.paper2assetsExtract a research paper PDF into a structured set of poster-agnostic assets reusable by any downstream renderer (paper2poster, paper2blog, paper2audio, paper2video). Produces a `<outdir>/` containing the paper's full text (assets/meta/text.txt), per-figure…html2pptxConvert a rendered HTML page (especially A0 conference posters) into a native PowerPoint .pptx with editable text + native shapes — NOT a PNG-in-slide. Walks the live DOM via headless chromium, extracts BLOCK-level text containers (p/h1-h6/li/td) as TextBoxes…idea-sparkGenerate ONE reviewer-defensible, implementable research idea with a concrete method and falsification plan from a stated research direction. Use when the user asks for a research idea, novelty analysis, bottleneck diagnosis, or paper-shape suggestion. Skip…paper-searchSearch papers across arXiv, DBLP, OpenAlex, OpenReview, Semantic Scholar, and Crossref for a given query and year range, using ./scripts/search_papers.py. Use when the user asks to find papers, related work, prior art, or recent publications on a specific…paper2blogUse when transforming an academic paper, arXiv/OpenReview PDF, conference paper, technical report, poster, slide deck, repository README, or related research materials into a bilingual editorial package for an editing team. Produces two articles by default —…
accordant-cross-languageTesting systems not written in .NET - trace-based conformance testing, JSON test plan export, and executing from any language. Use when the user's system is in Python, Go, Java, Rust, C++, or any non-.NET language, or when they ask about trace validation or…accordant-concurrencyHow to test for race conditions using concurrent tests and linearizability - use this skill when testing concurrent operations or finding race condition bugsaccordant-operationsHow to define operations with Apply and Execute methods - use this skill when creating spec operations or understanding the Apply/Execute patternaccordant-quickrefQuick reference and cheatsheet for Accordant API - use this skill for quick syntax lookup or code snippetsaccordant-test-generationHow Accordant generates and runs tests - use this skill when configuring test generation, understanding state graphs, or running testsaccordant-troubleshootingCommon mistakes and debugging tips for Accordant specs - use this skill when tests fail unexpectedly or specs don't behave as expectedaccordant-async-operationsHow to model background work, step functions, and polling - use this skill when testing async workflows, job queues, or operations that complete in the backgroundaccordant-overviewWhat Accordant is, when to use model-based testing, and core concepts - use this skill when starting with Accordant or explaining its purpose
powercat-pp-architecture-advisorDesign a Power Platform solution through adaptive discovery and a Power CAT-style architecture review. Recommend a composed solution across Canvas, model-driven apps, Power Pages, code apps, managed apps, Copilot Studio, Dataverse, Power Automate, and Power…powercat-accessmigrationMigrate a Microsoft Access database (.mdb/.accdb) into Microsoft Dataverse with an optional model-driven app. USE WHEN the user wants to modernize an Access database, reverse-engineer Access tables into Dataverse, or run the PowerCAT Access Migration workflow.infopath-to-canvasMigrate a Microsoft InfoPath form (.xsn) to a Power Apps Canvas app. USE WHEN the user wants to convert, port, or migrate an InfoPath form/template to Canvas Apps, or asks for help moving off of InfoPath.migrate-to-dataverseRead the YAML files of an existing Canvas App and replace Power FX data source calls with equivalent Dataverse table calls. USE WHEN the user wants to migrate, replace, or update data source references in pa.yaml files to point to Dataverse tables.powercat-overpageReviews the Power Pages site(s) inside a Power Platform solution .zip against best practices across Security, Performance, Accessibility, Maintainability, Architecture and Reliability — by reading the pages, web templates, custom JS/CSS, settings and table…powercat-overflowReviews every Power Automate cloud flow inside a Power Platform solution (.zip) against Microsoft's coding guidelines and produces a [SolutionName].findings.json next to the uploaded solution, then opens the hosted PowerCAT-Overflow viewer at…eval-generator-code-appGenerate a two-layer eval suite (presence checks + static security analysis) for a Power Apps Code App. Code Apps use @microsoft/power-apps SDK with generated service classes in src/generated/services/ — NOT @microsoft/powerapps-component-framework or…eval-generator-gen-pagesGenerate a three-layer eval suite (presence checks + unit tests + security analysis) for Power Apps Generative Pages in Model-Driven Apps. Generative pages are single-file React/TypeScript components using Fluent UI V9 and the dataApi prop for Dataverse…