azuresql-db-containerRuns the Azure SQL Database container locally (Private Preview): the real PaaS engine where SERVERPROPERTY('EngineEdition') returns 5. This is NOT the SQL Server image mcr.microsoft.com/mssql/server. Use when a user wants to "run Azure SQL locally", "add a…azuresql-db-faqAnswers questions about what the Azure SQL Database container (Private Preview) can and cannot do, and WHY it differs from Azure SQL Database in the Microsoft Azure cloud. Use when a user asks "can I take a backup", "why does USE fail", "is X supported", "why…azuresql-db-sidecarAdds the Azure SQL Database container as a sidecar service in an existing Docker Compose stack or Dev Container. Use when wiring the local Azure SQL Database engine into compose or devcontainer.json, when an app needs a SQL backend via a service name (not…azuresql-db-authConnects an app to the Azure SQL Database container securely, with a least-privilege database user instead of the sa login, the right auth method per environment, and safe handling of the connection secret. Use when a user asks "don't use sa in my app",…azuresql-db-ciRuns integration tests against the Azure SQL Database container (Private Preview, local engine) in CI. Use when setting up GitHub Actions, Azure Pipelines, or GitLab CI to test against Azure SQL DB; when adding a database service container to a CI workflow;…azuresql-db-connectionsMakes an app's database connections reliable against the local Azure SQL Database container (Private Preview) and, unchanged, against Azure SQL Database in the cloud: connection pooling plus retry/transient-fault handling. Use when the user mentions…azuresql-db-dabStands up an instant no-code REST + GraphQL API over the local Azure SQL Database container using Microsoft Data API Builder (DAB). Use when a user wants to "expose my table as an API", "add a REST API over the database", "generate a GraphQL API", "put an API…azuresql-db-from-sql-serverMigrates a local SQL Server setup to the Azure SQL Database container for Azure-faithful local development. Use when a project already uses mcr.microsoft.com/mssql/server, mssql/server, an sqlcmd plus SA password docker setup, a "SQL Server in docker" or…
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workiq-previewWorkIQ tools for Microsoft 365 workplace data and actions. Use for email, meetings, calendar, files, SharePoint, OneDrive, Teams, people, Planner, and connected work context. Triggers include gather requirements, summarize workplace discussions, manage…workiqWorkIQ tools for Microsoft 365 workplace data and actions. Use for email, calendar events and meetings, files, SharePoint, OneDrive, Teams, people, Planner, and other M365 requests. Triggers include cancel meeting or event, accept or decline meetings, create…declarative-agent-developerEntry point for Microsoft 365 Copilot declarative-agent authoring and lifecycle requests. Use for scaffolding, manifest edits, capabilities, API or MCP actions, authentication, localization, instruction design and review, validation, packaging, provisioning,…setup-sso-ui-widgetAdds Microsoft Entra SSO (single sign-on, no OBO) to a Microsoft 365 Copilot declarative agent whose tools are served by an MCP server — for BOTH widget standards: (1) the MCP Apps standard (from create-mcp-app / the MCP Apps SDK): a plugin manifest such as…planner-status-reportGenerates a Microsoft Planner status report for one plan, using task status, owners, dates, priorities, buckets, risks, wins, progress, upcoming commitments, and milestones.ui-widget-developerBuild MCP servers for Copilot Chat using the OpenAI Apps SDK or MCP Apps SDK widget rendering support (any language). Use this skill when: - Creating MCP servers that integrate with M365 Copilot declarative agents - Building rich interactive widgets (React +…action-item-extractorExtract action items with owners, deadlines, and priorities from meeting contentchannel-auditAudit Teams channels across your teams — identify inactive channels, low‑engagement conversations, channels with no recent posts, and recommend cleanup actions.
account-briefing-generatorGenerates meeting briefings by aggregating account info, contacts, opportunities, cases, and activity history into structured prep documents with talking points and discovery questions. Use when user says "prep me for my call", "brief me on this account",…account-risk-early-warningIdentifies accounts showing warning signs of churn by analyzing activity trends, support cases, and engagement signals. Scores risk and prioritizes intervention targets. Use when user asks "which accounts are at risk", "churn risk analysis", "find accounts…competitive-intelligenceAnalyzes opportunity data and activity notes to generate competitive intelligence including win/loss rates by competitor, patterns, and rep-ready battlecard talking points. Use when user asks "how are we doing against [competitor]", "competitive analysis",…create-an-assetGenerates customized sales assets including one-pagers, proposals, executive summaries, ROI summaries, and mutual action plans from Dataverse context. Use when user says "create a one-pager", "draft a proposal", "generate executive summary", "build ROI…cross-sell-target-identifierAnalyzes successful product customers to identify patterns, then finds similar accounts that are good cross-sell candidates with fit scores and reasoning. Use when user asks "who should I pitch this product to", "find cross-sell opportunities", "which…daily-briefingDelivers a prioritized morning summary covering today's meetings, overdue tasks, pipeline alerts, and recommended actions from Dataverse. Use when user says "what's on my plate today", "daily briefing", "morning summary", "what do I need to focus on today",…draft-outreachGenerates personalized outreach messages by pulling context from Dataverse records. Creates tailored emails for new prospects, re-engagement, follow-ups, or cross-sell. Use when user says "draft an email to [contact]", "write outreach for", "help me reach out…duplicate-detectiveIdentifies potential duplicate Accounts, Contacts, or Leads in Dataverse using intelligent fuzzy matching that catches nicknames, abbreviations, phone format variations, and address similarities. Use when user says "find duplicates", "check for duplicate…
writing-release-notesGenerates release notes and changelog entries for the DocumentDB extension for Visual Studio Code, and announces releases on GitHub Discussions. Use when preparing version releases, creating patch update notes, writing changelog entries, documenting new…documentation-screenshotsFrames and annotates screenshots of the DocumentDB extension for Visual Studio Code for release notes, documentation and blog posts, so every image shares one visual style (brand background, Fluent 2 shadow, rounded corners, consistent text size), in a light…previewing-docs-siteBuilds and serves the documentation site (docs/, GitHub Pages with Just the Docs) locally so changes can be reviewed before they ship. Use when asked to preview, render, check or review the docs site, the user manual, release notes or the landing page, or to…backportBackport changes (the current branch, a PR, another branch, or specific commits/SHAs) onto a target branch — typically a short-lived release branch such as `release/0.10.1`. Use when the user says "backport this", "backport PRflagging-fresh-dependenciesFlags npm dependencies published to the public registry within the last N days (default 7) and traces each one to the PR that added it, its approver, and merge time. Use when asked to check for fresh or recently released dependencies, audit lockfile updates…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…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 PRdetecting-accessibility-issuesDetects and fixes accessibility issues in React/Fluent UI webviews. Use when reviewing code for screen reader compatibility, fixing ARIA labels, ensuring keyboard navigation, adding live regions for status messages, or managing focus in dialogs.
react-compiler-analyzerConfigure and run @fluentui/react-compiler-analyzer, interpret compiler acceptance and reported memo statistics, assess manual memo migration candidates, and maintain use memo directives. Use when enabling React Compiler, auditing compiler coverage or runtime…headless-componentAuthor or extend unstyled Fluent UI v9 primitives in @fluentui/react-headless-components-preview, including stable hooks, render functions, state data attributes, compound context wiring, tests, exports, and CSS Module stories. Use for any change that adds a…assign-prsAssign reviewers to open pull requests awaiting review from the Fluent UI team queues across microsoft/fluentui, fluentui-system-icons, fluentui-contrib and monosize. Routes each PR that lacks coverage by area ownership and then lowest current review load,…triage-issuesTriage newly-filed GitHub issues on the Fluent UI repo (microsoft/fluentui) following the Shield triage guidelines. Fetches open issues labeled `Needs: Triage :mag:` via the `gh` CLI, classifies each (bug vs feature, product area, partner ask, repro quality,…review-prReview a PR for correctness, pattern compliance, testing, accessibility, and safety. Produces a confidence score for merge readiness.fluentui-cliGuides working with @fluentui/cli — the internal Fluent UI command-line tool. Use when asked to add a new CLI command, modify an existing command, understand CLI architecture, debug CLI issues, or work with the CLI build/test workflow. Covers: architecture…verify-v8-v9-migration-docsGenerate, audit, and verify Fluent UI v8-to-v9 component migration guides. Use when asked to inventory v8 components, inspect their v8 and v9 source, produce missing per-component documentation, prove the guides are accurate or exhaustive with sealed…release-recoveryDiagnose and repair a release that published packages to npm but failed to push the version bumps and changelogs back to the repository. Accepts an optional failed Azure DevOps pipeline run URL for context. Always presents a read-only diagnosis first and…
direct-lake-operationsGuide for working with Direct Lake semantic models. Use this when implementing Direct Lake-related features or troubleshooting.ui-stylingGuide for the visual style, structure, and shared building blocks used by Semantic Link Labs interactive UI tools (HTML widgets and anywidget-based widgets). Use this when adding a new interactive UI, modifying an existing one, or adding shared visual…dax-optimizationMethodology and an executable rule catalog for diagnosing and optimizing DAX query performance. Use this when analyzing a slow DAX query, interpreting trace timings / DAX query plans, reducing column cardinality, or extending the performance-analysis rules…query-builder-daxGuide for the DAX query shape produced by the Query Builder in the DAX test widget. Use this when modifying how the Query Builder generates DAX, or when generating an EVALUATE query from columns, measures, filters and sorting.build-docsGuide for building documentation and validating docstrings. Use this when asked to build docs, check docstrings, or validate documentation.code-styleGuide for running code style linters and formatters. Use this when asked to check code style, run linters, or fix formatting issues.sql-to-daxGuide for translating SQL aggregation expressions into DAX measures.add-functionGuide for adding new functions to the library. Use this when implementing new API wrappers or utility functions.
broken-access-control-auditUse when: auditing SimpleChat Python routes, helpers, or plugins for Broken Access Control, IDOR, BOLA, user_id/object-id misuse, or missing ownership/membership checks.create-github-issueUse when: creating a GitHub issue for microsoft/simplechat, triaging labels, assigning an owner, setting priority and size, and adding it to the Simple Chat Roadmap prioritized backlog.csrf-and-state-changing-route-auditUse when: auditing SimpleChat state-changing Flask routes for CSRF, unsafe HTTP methods, content-type assumptions, same-site/session risks, or mutation endpoints reachable through browser requests.document-feature-with-screenshotsUse when: documenting a new SimpleChat release feature or capability with browser screenshots, annotations, docs image assets, and related docs updates.external-browser-assets-and-third-party-js-auditUse when: auditing SimpleChat browser runtime assets, CDN references, CSP, vendored third-party JavaScript, worker/font/WASM companion assets, or local-only frontend dependency security.file-upload-and-document-ingestion-security-auditUse when: auditing SimpleChat file upload, document ingestion, blob storage, parsing, indexing, downloads, citations, generated artifacts, MIME validation, filename handling, or document security.malicious-pr-and-file-security-reviewUse when: reviewing a SimpleChat pull request, commit diff, branch diff, or explicit file set for malicious code, hidden security issues, obfuscation, unauthorized external connections, malware-like behavior, data exfiltration, dependency pinning, or newly…pinned-python-package-security-auditUse when: auditing SimpleChat pinned Python requirements, third-party package source or wheels, dependency advisories, transitive dependencies, supply-chain risk, hashes, licenses, or package update safety.
humanize-contentWrite or revise human-readable text in the project's saved tone of voice. Use whenever composing prose, including documentation, emails, articles, social posts, UI copy, and user-facing explanations or replies, even without an explicit humanization request or…ai-agent-creatorArchitecture-first Microsoft-cloud AI design for new applications, platform-managed agents, or AI capabilities in existing systems. Use when discovery, a functional/technical specification, editable draw.io views, AI token and platform-consumption estimates,…cloud-architecture-diagramCreate, edit, or troubleshoot Azure-first architecture diagrams as editable draw.io files, with AWS and multicloud topology support and identity, API, and CI/CD flow diagrams. Use for architecture visualization, network boundaries, interaction flows, or…idea-forgeResearch a customer's business, industry, and publicly stated priorities on the web when the team needs AI opportunity ideas. Propose internal and external ideas by complexity and prepare a selected idea's unapproved brief for AI Agent Creator.agentic-workflowsRoute gh-aw workflow design/create/debug/upgrade requests to the right prompts.content-accuracy-auditAudit plugin guidance, setup commands, documentation, and bundled resources for current facts, broken references, and contradictions. Report verified findings and apply confirmed fixes.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 AI Grounding knowledge-base lessons.foundry-toolboxesCurate intent-based Microsoft Foundry Toolboxes (preview) — one MCP-compatible endpoint bundling MCP, Web Search, Azure AI Search, Code Interpreter, File Search, OpenAPI, A2A, Browser Automation, and Computer Use tools. Use when a scenario needs a toolbox…
ort-ciTrigger, re-run, and unblock ONNX Runtime CI checks on a GitHub pull request. Use this skill when a required check is stuck, missing, failed, or needs re-running. Nearly all ORT CI runs as GitHub Actions workflows; only the "Linux Android Emulator QNN CI…onnx-opset-bump-checklistStep-by-step checklist for bumping the pinned ONNX dependency / opset in ONNX Runtime (e.g. ONNX 1.21 / opset 26 → 1.22 / opset 27). Use when integrating a new ONNX release or release-candidate, updating the cmake/deps.txt onnx pin or the cmake/external/onnx…webgpu-local-testingBuild and run ONNX Runtime WebGPU provider tests on Linux WITHOUT a real GPU, using a software Vulkan adapter (Mesa lavapipe). Use when you need to exercise WebGPU EP kernels off-Mac — the Linux webgpu CI leg is build-only, so software Vulkan is how you…ort-buildBuild ONNX Runtime from source. Use this skill when asked to build, compile, or generate CMake files for ONNX Runtime.ort-release-notesDraft ONNX Runtime release notes using preset configurations for full ORT or scoped component releases. Use when generating highlights with PR links, compiling human contributor acknowledgments from compile_contributors.py output, and applying preset path…code-reviewReview ONNX Runtime pull requests, branches, commits, patches, and working-tree changes for actionable findings and missing tests.contrib-op-shape-inference-memory-safetyAudit and fix out-of-range output writes in ONNX Runtime operator shape-inference functions. Use when reviewing or fixing a contrib (or standard) op TypeAndShapeInference where a getNumOutputs() guard precedes a write to a higher output index - optional…cuda-attention-kernel-patternsPatterns and pitfalls for the ONNX domain Attention operator (opset 23/24) CUDA implementation. Use when modifying the dispatch cascade in core/providers/cuda/llm/attention.cc, writing mask/bias CUDA kernels, debugging attention test routing, or adding…
spaceSpace mental model (the infinite work surface), tool boundaries, and command reference. The single entry point for any agent operating on a Huabu Space.issue-trackerCoordinate one or more GitHub issues through isolated Git worktrees, durable Huabu Tasks, and dedicated Fixing Agent Threads. Use when the user asks to investigate or implement repository issues, including multiple independently isolated issues. Do not use…create-a-user-skillCreate a new user skill at setting/skills/<id>/SKILL.md.paper-scoutFind related academic work and compare it with a research idea using arXiv, OpenAlex, Crossref, and core HCI venues. Use when the user asks whether an idea overlaps with prior work or requests a quick literature scout. Do not use for reviewing one supplied…releaseUse ONLY when the user explicitly asks to cut/publish a Huabu desktop release or tag a version. Performs an outward action — bumps the version in apps/desktop/package.json, commits + annotated-tags vX.Y.Z, and pushes the branch + tag. That tag push…review-huabu-agentReview the Huabu operate agent's three steering artifacts at their fixed repo locations — system prompt, tool descriptions, and skills. USE WHEN reviewing, auditing, or polishing the operate (or ask/intent/sketch) agent prompt, the agent tool definitions, or…deepv-slides-makerCreate and revise editable slide decks, PowerPoint files, and slide images with DeepV. Use when the user asks DeepV to generate or iteratively edit a presentation. Do not use for static HTML-only presentations that do not need DeepV.hackmd-publisherPublish or update supplied Markdown or Huabu Space content on HackMD and return or write back the published URL. Use when the user asks for an end-to-end publish, sync, or republish workflow. Do not use for local Markdown export, another publishing service,…
prorated-refund-calculatorCalculate the exact prorated refund when a customer cancels a BlastPass membership, and the net settlement when a defective unit is traded up to a pricier model. Use after the Store Policy Agent confirms the refund rule and the Membership MCP has returned the…points-reconciliationReconcile a customer's BlastPoints loyalty balance after a complex visit (purchases, returns, promo multipliers, expiry) and convert the net balance to store credit. Use when an associate asks about a member's points, or after a return that should claw back…slip-pdf-generatorGenerate a printable BlastBox return / RMA / exchange slip as a PDF for the associate to hand to the customer. Use at the end of a return, warranty swap, membership cancellation, or upgrade once all amounts are final. The skill runs a bundled Python script…points-reconciliationReconcile a customer's BlastPoints loyalty balance after a complex visit (purchases, returns, promo multipliers, expiry) and convert the net balance to store credit. Use when an associate asks about a member's points, or after a return that should claw back…prorated-refund-calculatorCalculate the exact prorated refund when a customer cancels a BlastPass membership, and the net settlement when a defective unit is traded up to a pricier model. Use after the Store Policy Agent confirms the refund rule and the Membership MCP has returned the…slip-pdf-generatorGenerate a printable BlastBox return / RMA / exchange slip as a PDF for the associate to hand to the customer. Use at the end of a return, warranty swap, membership cancellation, or upgrade once all amounts are final. The skill runs a bundled Python script…markdown-optimizerRecommend a discount percentage and new price for each slow-moving product by running the bundled markdown_optimizer.py script, respecting pricing guardrails that come from the Store Policy Agent (never hardcode them). Use after sales-analysis-chart has…merch-report-htmlGenerate the shareable end-of-quarter markdown review as a single self-contained interactive HTML report by running the bundled merch_report.py script. Use as the final step once the analysis and policy-bound markdown recommendations are decided. The script…
code-reviewReviews new or changed CODE on aspire.dev for correctness, safety, and adequate test coverage — not documentation prose. USE FOR: reviewing a PR supplied as a number or URL (or the current branch's diff), checking C#/TypeScript/Astro/HTML/CSS changes for…doc-pr-reviewerReviews a single documentation pull request for the aspire.dev repository, verifying that every factual claim it makes about Aspire matches its source of truth — microsoft/aspire (core), CommunityToolkit/Aspire (toolkit integrations), and optionally…doc-writerGuidelines for producing accurate and maintainable documentation for the Aspire documentation site. Use when writing or updating user guides, integration docs, tutorials, custom components used by docs, or documentation-related tests and validation on…twoslash-validatorValidate and fix two-slash TypeScript examples for aspire.dev. Use when adding or editing `twoslash` code fences, TypeScript AppHost samples, generated TypeScript API data, or failures from `bun run test:unit:twoslash-blocks`.update-integrationsUpdate integration documentation links and API reference data by synchronizing NuGet package names with their documentation URLs and generating per-package API schemas. Use when adding new integrations, refreshing package data, ensuring integration-docs.json…update-samplesUpdate the samples data file by fetching sample metadata from the microsoft/aspire-samples GitHub repository. Use when adding new samples, refreshing sample data, or ensuring samples.json stays in sync with the upstream repo.whatsnewStep-argument skill that formalizes writing an Aspire "What's new in N.N" release-notes page (src/frontend/src/content/docs/whats-new/aspire-N-N.mdx) as a repeatable lifecycle. Invoke as `/whatsnew {modality}` where modality is one of: draft/scaffold (init),…doc-testerAgent for validating Aspire documentation against actual behavior. Use when auditing documentation accuracy, testing examples, or identifying discrepancies between documentation and implementation.