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1. ▌
   Evidence Before After · microsoft

   Use to build the before-and-after visual evidence for a Zava Learning incident. First classify the fault, then render the ONE visual that actually explains what changed — a before/after path or topology diagram for connectivity/config/RBAC faults, or time-series comparison charts for performance/availability faults — plus a state/metric delta table. Never plot a metric that does not tell the story. Its output is used in the RCA and the zava-reporting deliverables.
   2.7k repo stars
2. ▌
   Pagerduty Incident Update · microsoft

   Use to keep the triggering PagerDuty incident in sync with the investigation and to close it out — acknowledge on engagement, mark the incident Mitigated the moment the live fix lands, post a concise symptom-only status/summary note (diagnosis, mitigation, links to the PR / Change Request), and resolve the incident only after the RCA and summary report are complete and recovery is verified. This is the PagerDuty communication and closure layer for a Zava Learning incident.
   2.7k repo stars
3. ▌
   Performance Investigation · microsoft

   Use for Zava Learning incidents where the platform is reachable but a compute tier is degraded — elevated 5xx from the APIs, slow quiz responses, exceptions, an API with no healthy instances, or a back-office batch job failing on the reporting-worker VM (e.g. nightly grade exports). Diagnoses from Application Insights / Log Analytics / Syslog and remediates the application or worker tier.
   2.7k repo stars
4. ▌
   Recommendations Next Steps · microsoft

   Use to produce the forward-looking recommendations and next steps for a Zava Learning incident — prioritized preventive, detective, and process actions with owners, target dates, and the risk of inaction. Its output is used in the zava-reporting deliverables.
   2.7k repo stars
5. ▌
   Servicenow Change Management · microsoft

   Use whenever a Zava Learning investigation produces a durable fix that needs change management — after a GitHub PR is opened for an Infrastructure-as-Code or application code root cause, raise a ServiceNow Change Request referencing the PR and attach the RCA report. The single owner of ServiceNow Change Request and attachment operations.
   2.7k repo stars
6. ▌
   Running Demo · microsoft bundle

   Run break/fix demo scenarios with browser verification. Use when asked to demo, break the app, or show the SRE Agent working.
   2.7k repo stars
7. ▌
   Lint Check · microsoft

   Run lint on affected packages, parse errors, and auto-fix common issues (design tokens, React.FC, SSR safety, import restrictions)
   2.7k repo stars
8. ▌
   Visual Test · microsoft

   Visually verify a component by launching its Storybook story and taking a screenshot with playwright-cli. Use after making visual changes to a component.
   2.7k repo stars
9. ▌
   Package Info · microsoft

   Quick lookup for a Fluent UI package — path, dependencies, owner team, Nx project details, and relevant docs
   2.7k repo stars
10. ▌
    Token Lookup · microsoft

    Find the matching Fluent UI design token for a hardcoded CSS value (color, spacing, font size, border radius, shadow)
    2.7k repo stars
11. ▌
    V9 Component · microsoft

    Scaffold a new v9 component with all required files following Fluent UI patterns (hook, styles, render, types, tests, stories, conformance)
    2.7k repo stars
12. ▌
    Triage Issues · microsoft bundle

    Triage 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, a11y), recommends label changes and area-owner assignment, and then applies the approved changes. Use this skill whenever the user asks to triage issues, run shield triage, go through the triage queue, process needs-triage, or any variation -- even if they don't mention "Fluent UI" or "GitHub" explicitly, since that's the project context here.
    2.7k repo stars
13. ▌
    Release Recovery · microsoft

    Diagnose 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 requires explicit approval before changing branches, commits or pull requests.
    2.7k repo stars
14. ▌
    Dependabot Rollup · microsoft

    Review and optionally combine at most 11 open individual Dependabot patch and minor pull requests into a validated draft rollup PR. Use this skill as a local or cloud-agent fallback to native Dependabot groups without adding a custom scheduled GitHub Actions workflow. Always presents a dry-run plan and requires explicit approval before changing branches or GitHub pull requests.
    2.7k repo stars
15. ▌
    Headless Component · microsoft

    Author 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 headless component or component family to the preview library.
    2.7k repo stars
16. ▌
    Verify V8 V9 Migration Docs · microsoft

    Generate, 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 migrations, classify documentation gaps versus agent mistakes, or publish a verification matrix.
    2.7k repo stars
17. ▌
    Change · microsoft

    Create a beachball change file for the current changes. Determines change type (patch/minor) and generates a description from the diff.
    2.7k repo stars
18. ▌
    Review Pr · microsoft

    Review a PR for correctness, pattern compliance, testing, accessibility, and safety. Produces a confidence score for merge readiness.
    2.7k repo stars
19. ▌
    Assign Prs · microsoft bundle

    Assign reviewers to the open pull requests awaiting review from the Fluent UI team queues, by default microsoft/cxe-prg and microsoft/fluentui-react-build. Routes each PR that lacks coverage to a reviewer by area ownership and then by lowest current review load, requesting only the shortfall. Always presents a dry-run plan and requires explicit approval before requesting a review.
    2.7k repo stars
20. ▌
    Channel Digest · microsoft

    Summarize activity across multiple Teams channels into a single consolidated digest — key discussions, decisions, mentions, and action items.
    2.7k repo stars
21. ▌
    Email Analytics · microsoft

    Analyze your email patterns over a time period — volume trends, top senders, response time estimates, busiest days, and unread backlog statistics.
    2.7k repo stars
22. ▌
    Multi Plan Search · microsoft

    Search for tasks across all your Planner plans by keyword, assignee, status, or priority — unified cross‑plan task discovery in one view.
    2.7k repo stars
23. ▌
    Daily Outlook Triage · microsoft

    Get a quick summary of your day by pulling your inbox emails and calendar meetings. Helps you triage and prioritize your workday.
    2.7k repo stars
24. ▌
    Action Item Extractor · microsoft

    Extract action items with owners, deadlines, and priorities from meeting content
    2.7k repo stars
25. ▌
    Planner Status Report · microsoft

    Generates a Microsoft Planner status report for one plan, using task status, owners, dates, priorities, buckets, risks, wins, progress, upcoming commitments, and milestones.
    2.7k repo stars
26. ▌
    Meeting Cost Calculator · microsoft

    Calculate time spent in meetings per week or month — total hours, percentage of work time, attendee‑hours, and identify your most expensive recurring meetings.
    2.7k repo stars
27. ▌
    Setup Sso UI Widget · microsoft bundle

    Adds 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 readiness_plugin.json (or another *_plugin.json with a runtimes[] block) and an EXPRESS-based MCP server; and (2) the OpenAI Apps (OAI Apps) layout from the ui-widget-developer skill: appPackage/mcpPlugin.json and a raw-http MCP server. When the layout is ambiguous, DEFAULT to the MCP Apps standard (most projects use it). The skill auto-detects the layout, reuses the existing named devtunnel + env/.env.local (never creates a second tunnel), registers the Entra app + ATK OAuth (MicrosoftEntra), patches the plugin manifest's runtimes[] auth to OAuthPluginVault, injects a minimal JWKS bearer-token guard into the existing server (an EXPRESS middleware for MCP Apps, or a raw-http guard WITHOUT rewriting to Express for OAI Apps), validates, sideloads, and prints
    2.7k repo stars
28. ▌
    Winapp Identity · microsoft

    Enable 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 desktop app.
    2.7k repo stars
29. ▌
    Winapp Manifest · microsoft

    Create and edit Windows app manifest files (Package.appxmanifest or appxmanifest.xml) that define app identity, capabilities, and visual assets, or generate new assets from existing images. Use when creating a Windows app manifest for any app type (GUI, console, CLI tool, service), adding Windows capabilities, generating new app icons and assets, or adding execution aliases, file associations, protocol handlers, or other app extensions.
    2.7k repo stars
30. ▌
    Winapp Frameworks · microsoft

    Framework-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.
    2.7k repo stars
31. ▌
    Winapp Troubleshoot · microsoft

    Diagnose 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.
    2.7k repo stars
32. ▌
    Winapp UI Automation · microsoft bundle

    Inspect and interact with running Windows app UIs from the command line using UI Automation (UIA). Use when an AI agent or developer needs to inspect a UI element tree, find controls, take screenshots, click buttons, read or set text, or verify UI state in a running Windows app. Works with any framework WinUI 3, WPF, WinForms, Win32, Electron.
    2.7k repo stars
33. ▌
    Winapp Find UI · microsoft

    Search 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 from the WinUI Gallery or the Windows Community Toolkit (Gallery/Toolkit return XAML and/or C#). The microsoft-ui-reactor ReactorGallery is an opt-in source (C#-only declarative WinUI) searched only via --source reactor. WinUI-only — not WPF/WinForms. Distinct from 'winapp ui', which automates a running app's UI.
    2.7k repo stars
34. ▌
    Winapp Package · microsoft

    Package a Windows app as an MSIX installer for distribution or testing. Use when creating a Windows installer, packaging an Electron/Flutter/.NET/Rust/C++/Tauri app for Windows, building an MSIX, distributing a desktop app, packaging a console app or CLI tool, or adding MSIX packaging to a build script or CI/CD pipeline.
    2.7k repo stars
35. ▌
    Winapp Signing · microsoft

    Create and manage code signing certificates for Windows apps and MSIX packages. Use when generating a certificate, signing a Windows app or installer, or fixing certificate trust issues.
    2.7k repo stars
36. ▌
    Spec Review · microsoft bundle

    Independent, 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 build this", "spec review", "design review", or "feature review". Fans out parallel sub-agents — each doing its OWN research against the real codebase and ecosystem rather than trusting the spec — covering necessity & scope, approach & alternatives, feasibility vs reality, risks & unknowns, DX & user impact, and a different-model-family cross-check. Emits a decision-oriented recommendation (proceed / proceed-with-changes / reconsider) to stdout. This is the PRE-CODE companion to the pr-review skill (which reviews code already written); use spec-review at the design/spec stage, not on an implemented diff. Does NOT write code or edit the spec.
    2.7k repo stars
37. ▌
    Winapp Maui · microsoft

    Package 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 placeholders ($placeholder$)' errors from winapp package.
    2.7k repo stars
38. ▌
    Winapp Setup · microsoft

    Set 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 Tauri project, or restoring SDK packages after cloning.
    2.7k repo stars
39. ▌
    Review Vcpkg Prs Today · microsoft

    Review open non-draft microsoft/vcpkg pull requests updated in the last 30 days. Use when asked for batch triage, per-PR review reports, an index grouped by verdict, or grouping competing PRs that modify the same port.
    2.7k repo stars
40. ▌
    Evaluate New Port · microsoft bundle

    Audit a vcpkg port locally. Reads the port metadata and build recipe, installs the port, inspects extracted sources and installed files, and produces a report covering license risks, vendored code, optional dependencies, and other port review suggestions.
    2.7k repo stars
41. ▌
    Analyze CI Failures · microsoft bundle

    Analyze collected vcpkg CI failure evidence, classify regressions and known failures, identify root causes, recommend actions, and generate a report by package and triplet. USE FOR: explicit requests for CI regression triage, a failure inventory, baseline classification, action recommendations, or a formal CI failure report. DO NOT USE FOR: fetching logs as the final output, targeted debugging of one failure, answering a one-off question about logs the user pasted or pointed at, general coding, creating ports, or modifying portfiles. When requested analysis lacks local evidence, run fetch-vcpkg-ci-logs as the acquisition stage first. **ANALYSIS SKILL** USES: locally collected CI logs, vcpkg baselines, Azure DevOps metadata.
    2.7k repo stars
42. ▌
    Fetch Vcpkg CI Logs · microsoft bundle

    Fetch vcpkg Azure DevOps metadata, failed-step logs, and selected artifacts. Use for acquiring CI evidence, not diagnosing or reporting regressions; use analyze-ci-failures for those tasks. Skip when supplied logs are sufficient.
    2.7k repo stars
43. ▌
    Review Vcpkg Pr · microsoft

    Review a microsoft/vcpkg pull request end-to-end.
    2.7k repo stars
44. ▌
    Chat Perf · microsoft

    Run chat perf benchmarks and memory leak checks against the local dev build or any published VS Code version. Use when investigating chat rendering regressions, validating perf-sensitive changes to chat UI, or checking for memory leaks in the chat response pipeline.
    2.7k repo stars
45. ▌
    Aspire · microsoft bundle

    **WORKFLOW SKILL** - Aspire 13.5.3 router. Detects AppHosts, enforces guardrails, and selects the right sub-skill. USE FOR: Aspire AppHost, Aspire CLI, distributed app, cloud-native .NET, aspire start/stop/resource/deploy/destroy/publish/init/new/add/wait/describe/ps/logs/otel, aspire agent init, WithBrowserLogs, WithTerminal, Interaction Service, apphost.mts, TS package managers, Yarn Classic, custom resource commands, .aspire/modules recovery, or Playwright URL discovery. DO NOT USE FOR: non-Aspire projects or ordinary build/test tasks. INVOKES: aspire-init, aspireify, aspire-orchestration, aspire-deployment, aspire-monitoring. FOR SINGLE OPERATIONS: Route directly to the matching sub-skill.
    2.7k repo stars
46. ▌
    Aspireify · microsoft bundle

    **WORKFLOW SKILL** - Wire Aspire AppHosts or repair TypeScript AppHost toolchains. Scans the repo, proposes a resource graph, edits C#, file-based C#, or TypeScript AppHosts, wires ServiceDefaults + OTel, validates with `aspire start`, then stops. USE FOR: wire/scaffold AppHost, add Postgres/Redis/Rabbit/Mongo, connect frontend to API, after `aspire init`, AddNextJsApp, AddViteApp, WithBrowserLogs, WithTerminal, Interaction Service, command arguments, apphost.cs, apphost.mts, unified withEnvironment, .aspire/modules refusal, config/secrets, TS dependency restore, pnpm/yarn/bun, or Yarn Classic. DO NOT USE FOR: skeleton drop (aspire-init), lifecycle-only start/stop/wait/restart or `aspire update --migrate` (aspire-orchestration), publish/deploy/destroy (aspire-deployment), logs/traces (aspire-monitoring). INVOKES: aspire CLI, AppHost source edits, ServiceDefaults wiring. FOR SINGLE OPERATIONS: Run `aspire add PACKAGE` directly for a one-off integration.
    2.7k repo stars
47. ▌
    Aspire Init · microsoft bundle

    **WORKFLOW SKILL** - First-run flow for adding Aspire to a repo. Picks `aspire new` (greenfield) or `aspire init` (existing repo), drops the AppHost skeleton, then hands off to `aspireify` for resource wiring. USE FOR: aspire init, aspire new, aspire-starter, aspire-ts-starter, aspire-py-starter, add Aspire to existing repo, scaffold Aspire app, bootstrap Aspire, no AppHost detected, install aspireify, apphost.mts, generated .aspire/modules. DO NOT USE FOR: AppHost wiring on an existing AppHost (use aspireify), start/stop/wait (use aspire-orchestration), deploy/publish (use aspire-deployment), logs/traces (use aspire-monitoring), repo that already has an AppHost. INVOKES: aspire CLI (init, new, doctor), aspireify (handoff after skeleton drop). FOR SINGLE OPERATIONS: Run `aspire init` or `aspire new TEMPLATE` directly.
    2.7k repo stars
48. ▌
    Pr Review · microsoft bundle

    **AUTHOR SKILL (internal to microsoft/aspire-skills).** Reviews pull requests *into this repo* for problems only — bugs, regressions, missing eval coverage, frontmatter or routing damage, plugin-manifest drift, hook safety, and other concrete issues. Drives a six-step workflow: identify the PR, ensure the branch is available locally, gather context, categorize changes, review, present findings for triage, and post selected comments as a review. USE FOR: review this PR, review the current branch, review pull request, gh pr view, gh pr diff, "what should I check before merging", PR review of changes to skills/, evals/, .plugin/, .claude-plugin/, gemini-extension.json, CHANGELOG.md. DO NOT USE FOR: reviewing application code in *consumer* Aspire projects (this skill is scoped to microsoft/aspire-skills authoring); end-user Aspire workflows (use the shipped `aspire` router and its sub-skills); generic code review on unrelated repos. REFERENCES: aspire-skills-review-checklist.md, code-review-best-practices.md, com
    2.7k repo stars
49. ▌
    Aspire Deployment · microsoft bundle

    **WORKFLOW SKILL** — Deploy Aspire apps from AppHost models to Docker Compose, Kubernetes, Azure, AWS, or preview Radius. WHEN: "deploy Aspire app", "publish Aspire artifacts", "deploy to Azure Container Apps", "generate Kubernetes artifacts", "deploy to Radius", "tear down Aspire deployment". INVOKES: aspire CLI, Aspire docs, target cloud/container CLIs. FOR SINGLE OPERATIONS: use generic Azure, Kubernetes, Docker, AWS, or Radius tools only when no Aspire AppHost exists.
    2.7k repo stars
50. ▌
    Aspire Monitoring · microsoft bundle

    **ANALYSIS SKILL** - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard. Routes between local Aspire CLI, AKS workload diagnostics, and deployed Azure resource health. USE FOR: aspire logs, aspire otel logs, aspire otel traces, aspire otel spans, aspire describe, aspire ps, aspire export, aspire dashboard run, describe --include-hidden, browser logs in dashboard, terminal view, DevTunnel URLs, WithBrowserLogs, App Insights query, AKS pod logs, container app logs. DO NOT USE FOR: start/stop/wait (use aspire-orchestration), deploy/publish/destroy (use aspire-deployment), AppHost code edits like WithBrowserLogs() (use aspireify), Azure provisioning (use azure-prepare). INVOKES: aspire CLI, azure-diagnostics (deployed Azure), kubectl + Container Insights. FOR SINGLE OPERATIONS: Run the aspire CLI command directly for quick log or describe lookups.
    2.7k repo stars
51. ▌
    Aspire Orchestration · microsoft bundle

    **WORKFLOW SKILL** — Manage Aspire lifecycle in VS Code or the CLI. WHEN: "start or stop my Aspire app", "aspire_apphost_start", "aspire_apphost_stop", "notEditorOwned", "ambiguousSession", "aspire start", "aspire stop", "aspire wait", resource restart, file-lock errors (MSB3491 or CS2012), port conflicts, git worktrees, "--isolated", "aspire update --self", "aspire update --migrate", "aspire describe --include-hidden", "aspire stop --force", "aspire terminal", integration discovery, default watch, or hot reload. INVOKES: VS Code lifecycle tools first when exposed; Aspire CLI for readiness, inspection, resource operations, isolated worktree starts, and allowed fallbacks. DO NOT USE FOR: deploy/publish/destroy (aspire-deployment), logs/traces/metrics (aspire-monitoring), or AppHost code and resource wiring (aspireify). FOR SINGLE OPERATIONS: Load the matching editor tool first, then obey the exact-target, worktree-isolation, and stop-result rules below.
    2.7k repo stars
52. ▌
    Fabriciq · microsoft

    Answers natural-language business questions over existing Power BI reports and semantic models through the FabricIQ MCP endpoint, discovering artifacts, resolving entities, generating the DAX itself, and returning a plain-language answer. Use when the user asks a data question, including one that says to query the model directly. For DAX the user supplies, or measures to save, use semantic-model-authoring.
    2.7k repo stars
53. ▌
    Spark CLI · microsoft bundle

    Manages Fabric Spark work, including notebook cell code with %%configure, %%sql, PySpark and notebookutils, named notebook runs, Livy sessions, triage of failed or OOM notebook and pipeline Spark runs, and the Materialized Lake View (MLV) lifecycle. Load it before writing MLV SQL, since CREATE MATERIALIZED LAKE VIEW and its CONSTRAINT clause are Fabric-only. KQL materialized views belong to eventhouse-cli.
    2.7k repo stars
54. ▌
    Sqldb CLI · microsoft bundle

    Manages a Fabric SQL database item, the OLTP SQL Server engine, including running T-SQL through sqlcmd, temporal and vector similarity search, schema and sys.tables inspection, dacpac deployment, and Query Store, blocked sessions and regressed-plan investigation. Use for any query or change against a SQL database item. Warehouse, lakehouse SQL endpoint and mirrored items belong to sqldw-cli.
    2.7k repo stars
55. ▌
    Sqldw CLI · microsoft bundle

    Manage Fabric Warehouse, Lakehouse SQL analytics endpoints, and Mirrored Databases: DDL/DML, COPY INTO, read-only T-SQL, Query Insights diagnostics, Capacity Metrics CU-spike correlation, custom SQL pool guidance, and Lakehouse health. Fabric SQL database (OLTP) belongs to sqldb-cli. Triggers: query warehouse, create warehouse table, failed or canceled query, CU spike, Capacity Metrics app, custom SQL pool, Lakehouse table health.
    2.7k repo stars
56. ▌
    Activator CLI · microsoft bundle

    Creates and inspects Fabric Activator (Reflex) alerts: rules, their data sources, conditions, and the Teams or email action they fire, plus decoding an existing ReflexEntities definition. Choose it whenever someone wants to be told, or something done, when values cross a threshold. The pipeline delivering those values is eventstream-cli.
    2.7k repo stars
57. ▌
    Dataflows CLI · microsoft bundle

    Manages Fabric Dataflow Gen2 items, including creation, M editing, connections, output destinations, getDefinition and updateDefinition inspection, executeQuery, refresh history, and Gen1-to-Gen2 save-as upgrades via saveAsNativeArtifact. Use for Dataflow items or Power Query M definitions. For pipeline JSON use pipeline-migration; for Spark or Warehouse transformations use their own skills.
    2.7k repo stars
58. ▌
    Eventhouse CLI · microsoft bundle

    Authors and queries Fabric Eventhouse and KQL databases: tables, functions, policies, materialized views, ingestion, and read-only KQL for real-time and time-series analytics. All KQL database work belongs here, table creation and simple queries included. An Eventstream item is eventstream-cli; an Event Schema Set is eventschemaset-cli.
    2.7k repo stars
59. ▌
    Eventstream CLI · microsoft bundle

    Owns Fabric Eventstream items end to end: sources, operators, destinations, routing, retention, throughput and connection strings, plus read-only topology checks. Pick it for anything that names an Eventstream, creating and listing included. Where the rows finally land is eventhouse-cli.
    2.7k repo stars
60. ▌
    Synapse Migration · microsoft bundle

    Ports Azure Synapse workloads to Microsoft Fabric: Spark pools/notebooks, Lake Databases, Linked Services, and Dedicated SQL Pool schema and stored procedure code to Lakehouse Spark SQL from live or offline DACPAC/SQL-project artifacts, without moving source rows. Use for 'Dedicated SQL Pool schema and code to Lakehouse' and Synapse-to-Fabric migration. For pipelines use pipeline-migration.
    2.7k repo stars
61. ▌
    Eventschemaset CLI · microsoft bundle

    Governs Event Schema Sets, the Fabric registries of event types and message payload schemas. Covers create, rename, update and delete of a definition, and listing, property reads or base64 decoding. Every Event Schema Set task belongs here. Ingestion pipelines are eventstream-cli.
    2.7k repo stars
62. ▌
    Pipeline Migration · microsoft bundle

    Migrates Synapse Data Factory pipelines to Fabric Data Factory, turning linked services into Fabric connections, inlining datasets into activities, converting global parameters to Variable Libraries, and mapping SynapseNotebook to TridentNotebook. Use for pipeline JSON. For Synapse Spark notebook code use synapse-migration.
    2.7k repo stars
63. ▌
    Hdinsight Migration · microsoft bundle

    Ports HDInsight Spark and Hive workloads to Fabric, converting HiveContext and SparkContext to SparkSession, WASB and ABFS paths to OneLake shortcuts, Hive DDL to Delta tables in a Lakehouse, and Oozie coordinators and actions to pipeline activities and triggers. Use when the source workload is HDInsight.
    2.7k repo stars
64. ▌
    Databricks Migration · microsoft bundle

    Ports existing Databricks notebooks and jobs to Fabric, covering dbutils to notebookutils, secret scopes to Key Vault, DBFS to OneLake, Unity Catalog mapping to schema-enabled Lakehouses, Jobs and Delta Live Tables to Spark Job Definitions and Pipelines, and Photon to the Native Execution Engine. Use whenever Databricks code has to be converted. For Fabric notebook code that is not being migrated, use spark-cli.
    2.7k repo stars
65. ▌
    Variable Library CLI · microsoft bundle

    Manages Fabric Variable Library items, including definitions, libraryVariables and valueSets overrides. Covers which consumers can reference a variable and with what syntax -- pipelines, notebooks via notebookutils variableLibrary, Dataflow Gen2, Copy Jobs, shortcuts, UDFs and Plan items -- the active value set per workspace or deployment stage, and Git serialization for CI/CD.
    2.7k repo stars
66. ▌
    Fabriciq Ontology CLI · microsoft bundle

    Manages Fabric IQ Ontology items, including entity and relationship types, data bindings, and definition updates, plus schema, lineage, grounding, and graph-walk exploration. Use for ontology modelling and traversal. For natural-language questions over a Power BI report use fabriciq.
    2.7k repo stars
67. ▌
    Powerbi Report Design · microsoft bundle

    Generate Power BI report visual design guidance before PBIR files are written. Use when the user wants to: (1) choose tone, signature, page archetypes, chart types, layout, color, typography, theme direction, or accessibility approach, (2) redesign/restyle an existing report, apply a brand, or critique chart/layout choices, (3) produce a design contract for `powerbi-report-authoring`. For end-to-end requirements, approval, and build sequencing, use `powerbi-report-planning`. Triggers: "design Power BI report", "make dashboard look professional", "choose chart type", "apply brand to report", "redesign report", "create design brief", "Power BI report design archetype".
    2.7k repo stars
68. ▌
    Search Consumption CLI · microsoft

    Finds Fabric items across every workspace with the Catalog Search API when the workspace is unknown, locating an item by display name, inventorying one item type tenant-wide, and returning the workspace and item IDs later calls need. Dataflow Gen1 and Gen2 items are not supported. Use only to locate items; once found, query them with the owning item skill such as sqldw-cli, spark-cli, eventhouse-cli or fabriciq.
    2.7k repo stars
69. ▌
    Powerbi Report Planning · microsoft

    Build a guided requirements-to-implementation workflow for new Power BI reports and dashboards from semantic models, datasets, or PBIP projects. Use when the user wants to: (1) plan then implement a report, (2) define audience, scope, page plan, design direction, dependencies, and delivery target, (3) create a locked report spec with approval before PBIR authoring. For direct edits to existing report files, use `powerbi-report-authoring`. For design-only critique or redesign, use `powerbi-report-design`. Triggers: "build me a dashboard", "create a new report", "plan then implement", "define and build Power BI report", "walk me through creating a report".
    2.7k repo stars
70. ▌
    Powerbi Report Authoring · microsoft bundle

    Create and modify Power BI report files in PBIR/PBIP format using the `powerbi-report-author` and `powerbi-desktop` CLIs. Use when the user wants to: (1) implement an approved report spec or design brief, (2) add or edit pages, visuals, filters, slicers, bookmarks, themes, or formatting, (3) validate PBIR and verify rendering in Power BI Desktop. For open-ended visual design, use `powerbi-report-design` first. For end-to-end requirements and approval workflow, use `powerbi-report-planning` first. Triggers: "edit PBIR", "create Power BI report page", "add visual to PBIP", "format report visual", "validate Power BI report", "reload Desktop screenshot", "implement an approved PBIP report spec", "edit PBIR pages/visuals".
    2.7k repo stars
71. ▌
    Semantic Model Authoring · microsoft bundle

    Manages Power BI semantic models, including tables, columns, measures, relationships, DAX authoring and tuning, Import, DirectQuery and Direct Lake designs, sources, connections, permissions, refresh, and deployment. Load this skill before acting on a semantic model, unless it is part of publishing a PBIP project, which powerbi-report-management owns. For natural-language data questions use fabriciq; for visuals use powerbi-report-authoring.
    2.7k repo stars
72. ▌
    Powerbi Report Management · microsoft

    Manage Power BI report workspace items and PBIR definitions in Microsoft Fabric via `az rest` CLI against the Fabric REST API. Use when the user wants to: (1) upload or publish a PBIR/report definition to Fabric, (2) get or download report definitions, (3) update report item definitions or properties, (4) list workspace reports, (5) delete reports. For editing PBIR files, pages, visuals, filters, themes, or formatting, use `powerbi-report-authoring`. For business questions over report data, use `fabriciq`. Triggers: upload PBIR report definition, upload Power BI report, download PBIR definition, publish PBIR definition, publish Power BI report to Fabric, manage Power BI reports, list workspace reports.
    2.7k repo stars
73. ▌
    E2e Fabric Cost Estimation · microsoft bundle

    Estimates Fabric capacity cost before a migration by profiling Spark, SQL, Power BI, and Real-Time workloads, then recommending SKU size and comparing Reserved, Pay-As-You-Go, and Autoscale billing. Use only for capacity sizing and pricing questions, not for general migration or connectivity work.
    2.7k repo stars
74. ▌
    E2e Medallion Architecture · microsoft

    Plans and builds end-to-end Fabric data platforms on the Bronze, Silver, and Gold medallion pattern: ingestion to analytics, PySpark and Delta layers, pipeline orchestration, per-layer Spark tuning, Materialized Lake View versus notebook choices for Silver and Gold, and Direct Lake handoff. Use for layered architecture design, planning and recommendations. For questions over an existing Power BI report use fabriciq.
    2.7k repo stars
75. ▌
    Onelake Catalog Govern CLI · microsoft bundle

    Governs Microsoft Fabric OneLake catalog health, protection, and trust through Fabric Admin, Core, and Power BI REST APIs. Use for tenant or owner-scoped audits and guarded remediation of domains, workspace assignment, capacity, labels, tags, descriptions, refresh, and item identity. Catalog item discovery belongs to search-consumption-cli.
    2.7k repo stars
76. ▌
    Git Integration Operations CLI · microsoft bundle

    Runs the Fabric Git integration lifecycle through fab api or az rest, including connecting a workspace to Azure DevOps or GitHub, committing, updating from Git, reading sync status, resolving conflicts, disconnecting a connected workspace, and automating sync with a service principal. For stage promotion use deployment-pipelines-authoring-cli. Branch switching, fab deploy, fabric-cicd and cross-workspace rebinding are out of scope.
    2.7k repo stars
77. ▌
    Deployment Pipelines Authoring CLI · microsoft bundle

    Manages Fabric deployment pipelines for ALM promotion across dev, test, and prod stages, including stage creation, workspace assignment, selective forward or backward deploys, operation polling, stage role assignments, and the pipeline and workspace permissions each action requires. For Git sync use git-integration-operations-cli.
    2.7k repo stars
78. ▌
    Azmon Mirroredcatalogs Operations CLI · microsoft bundle

    Brings Azure Monitor, Application Insights, and Log Analytics telemetry into Fabric as Eventhouse external delta tables and correlates it with business data. Use to onboard observability data, judge whether latency or availability affected revenue, or build a Real-Time dashboard and Operations Agent over it.
    2.7k repo stars
79. ▌
    Pull Request · microsoft

    Drafts or opens a GitHub pull request, runs changed-area preflight checks, and commits validated preflight repairs. Use when a user asks to prepare, create, or update a pull request.
    2.7k repo stars
80. ▌
    Rpi Plan Critique · microsoft

    Independently critique an RPI implementation plan once against supplied evidence without editing the plan. Use when planning credibility needs a read-only assessment.
    2.7k repo stars
81. ▌
    Owasp Docker · microsoft

    OWASP Docker Top 6 knowledge base for identifying, assessing, and remediating Docker container security risks.
    2.7k repo stars
82. ▌
    Owasp Top 10 · microsoft

    OWASP Top 10 for Web Applications (2025) knowledge base for identifying, assessing, and remediating web application security risks.
    2.7k repo stars
83. ▌
    UI Tests Pipeline CI · microsoft

    Microsoft FTE-only workflow for validating setup, queueing, autonomously waiting for, and stabilizing PowerToys UI Test Automation through an existing Azure CLI session and Azure DevOps REST APIs. Use after local VM suites pass, when asked to run UITests CI, perform a setup preflight/readiness check, diagnose repeated az login prompts or 401/403 permission failures, reuse a successful build, inspect recordings/artifacts, or manage the three-run limit. Includes an agent-owned foreground completion waiter. Keywords: FTE, az, Azure CLI, Azure DevOps, pipeline, UI Test Automation, UITests CI, buildNow, specificBuildId, uiTestModules, CI flake.
    2.7k repo stars
84. ▌
    Act On Feedback · microsoft

    Act on user feedback attached to the current session. Use when the user submits feedback on the session's changes via the Submit Feedback button.
    2.7k repo stars
85. ▌
    Create Draft Pr · microsoft

    Create a draft pull request for the current session. Use when the user wants to open a draft PR with the session's changes.
    2.7k repo stars
86. ▌
    Hve Builder · microsoft

    Create, improve, refactor, replace, review, or validate prompts, instructions, agents, subagents, and skills. Use for Copilot customization cleanup, extending HVE workflows with project-specific capabilities, and parent-owned correction of material review or behavior-test findings.
    2.7k repo stars
87. ▌
    Vally Tests · microsoft bundle

    Authors Vally conformance tests for prompts, instructions, agents, and skills, including refusals for jailbreak, prompt-injection, harmful-elicitation, TOS, CoC, and PII-extraction stimuli
    2.7k repo stars
88. ▌
    Heap Snapshot Analysis · microsoft

    Analyze V8 heap snapshots to investigate memory leaks and retention issues. Use when given .heapsnapshot files, asked to compare before/after snapshots, asked to find what retains objects, or investigating why objects survive GC. Provides snapshot parsing, comparison, retainer-path helpers, and scratchpad scripts.
    2.7k repo stars
89. ▌
    Symbolicate Crash Dump · microsoft

    Symbolicate a native VS Code crash dump (.dmp) using electron-minidump. Use when given a crash dump file, asked to symbolicate a crash, resolve missing method names in a native crash backtrace, or attach Electron/Insiders/Stable symbol files. VS Code team members only; requires macOS or Linux.
    2.7k repo stars
90. ▌
    Rpi Walkthrough · microsoft

    Guided, conversational walkthrough that explains code, UI, UX, features, or .copilot-tracking artifacts with navigable evidence links, deep subagent review, and a reconciled decisions-and-changes ledger. Use when the user wants to understand how something works or why it was changed.
    2.7k repo stars
91. ▌
    Owasp Cicd · microsoft

    OWASP CI/CD Top 10 knowledge base for identifying, assessing, and remediating CI/CD pipeline security risks.
    2.7k repo stars
92. ▌
    Pr Reference · microsoft

    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 generating structured diff summaries.
    2.7k repo stars
93. ▌
    Playwright Triage · microsoft

    Triage a Playwright bug report by reproducing it from the information in the issue. Use when asked to triage, reproduce, or verify a GitHub issue (a new bug report, or an existing report with a new comment).
    2.7k repo stars
94. ▌
    UI Tests Migration · microsoft

    Migrate and stabilize PowerToys UI tests from WinAppDriver/Selenium to Microsoft.PowerToys.UITest.Next and winappcli. Use for ports, new UITest projects, flaky CI tests, persistent local-VM validation on Hyper-V, resettable clean-baseline runs, Settings IPC authentication/test signing, Explorer/Shell selection, preview handlers, thumbnail providers, hotkey activation, stateful process lifecycle, composed WinUI/WebView visual baselines, or cross-window/foreground failures. Covers APIs, scaffolding, test design, diagnostics, agentic execution, and CI hardening. Keywords: UI test, UITests, UITestAutomation.Next, winappcli, WinAppDriver, Selenium, Settings IPC, not-microsoft-signed, Authenticode, local VM, Hyper-V, checkpoint, migrate, flaky, CI stability, Explorer, Shell extension, WebView2.
    2.7k repo stars
95. ▌
    Sync Upstream · microsoft

    Update a stale session branch by rebasing onto the latest origin. Use when the upstream has moved significantly and the session needs to catch up, resolving conflicts by preserving upstream changes and adapting session work to fit.
    2.7k repo stars
96. ▌
    Mural · microsoft bundle

    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.
    2.7k repo stars
97. ▌
    Rpi Challenger · microsoft

    Challenge a confirmed task, decision, plan, or artifact through adaptive skeptical questions. Use when you need to expose assumptions before acting.
    2.7k repo stars
98. ▌
    Owasp LLM · microsoft

    OWASP Top 10 for LLM Applications (2025) knowledge base for identifying, assessing, and remediating large language model security risks.
    2.7k repo stars
99. ▌
    Owasp MCP · microsoft

    OWASP MCP Top 10 knowledge base for identifying, assessing, and remediating Model Context Protocol security risks.
    2.7k repo stars
100. ▌
     UI Tests Local Vm · microsoft

     Set up and run PowerToys UITest.Next suites in persistent local Hyper-V VMs driven over PowerShell Direct, created unattended from Windows install media. A module is done only when the full suite is green on both Windows 10 LTSC and Windows 11, in separate VMs, plus Windows 11 ARM64 on Windows on ARM hosts. Use for fast agentic UI-test iteration, reusable interactive desktops, non-admin scenarios, payload staging and refresh, evidence export, VM customization, checkpoint-based clean baselines, or hosts without nested virtualization. Keywords: Hyper-V, local VM, virtual machine, PowerShell Direct, Copy-VMFile, VMBus, checkpoint, unattend, autounattend, ISO, Windows 10, Windows 11, ARM64, Windows on ARM, UI tests, UITest.Next, winappcli, TRX.
     2.7k repo stars