Official Partners

Interactive Q&A-driven tool that guides you through building new SKILL.md files from scratch.

Extract text/tables, create new PDFs, merge/split documents, handle forms and OCR.

Test local web apps using Playwright for automated UI verification and debugging.

Guide for creating high-quality MCP servers to integrate external APIs and services with AI agents.

Build, debug, and optimize Claude API / Anthropic SDK apps. Covers prompt caching, model migrations (4.5→4.6→4.7), tool use, thinking, batch, files, citations, and memory.

Structured workflow for co-authoring documentation: PRDs, design docs, RFCs, decision docs, and technical specs. Guides context gathering, iterative refinement, and reader-testing.

Generate animated GIFs optimized for Slack — handles dimension constraints (128x128 emoji, 480x480 messages), animation patterns, and validation.

Build complex HTML artifacts using React, Vite, Tailwind CSS, and shadcn/ui components.

Write status reports, newsletters, FAQs, and incident reports for internal teams.

Design visual art in PNG and PDF formats using sophisticated design philosophies.

Create generative art using p5.js with seeded randomness, flow fields, and particles.

Style artifacts with 10 pre-set professional themes or generate custom themes on-the-fly.

Apply brand colors and typography consistently across all generated artifacts.

Create, edit, and analyze PowerPoint presentations with layouts, templates, and charts.

Create, edit, and analyze Word documents with tracked changes and formatting.

Create, edit, and analyze Excel spreadsheets with formulas, formatting, and visualization.

Official shadcn/ui skill — teaches agents the CLI v4, the registry system, component patterns, and Tailwind v4 config.

Instructs agents to avoid generic AI aesthetics and make bold, intentional design decisions with React & Tailwind.

React best practices and patterns for AI agents, covering hooks, composition, and performance.

Comprehensive web design guidelines and standards for building polished interfaces.

React Native and Expo best practices for building performant mobile apps: list performance, animations, native modules, and platform-specific optimizations.

Deploy apps and websites to Vercel instantly, auto-detects 40+ frameworks and returns preview URLs.

React composition patterns that scale — avoids boolean prop proliferation through compound components, render props, and React 19 APIs.

Implement smooth, native-feeling animations using React's View Transition API: page/route transitions, shared element animations, and list reorder effects in React and Next.js.

Deploy and manage Vercel projects using token-based authentication instead of interactive login — covers token setup, deploys, env vars, and CI usage.

Generate and edit images using OpenAI's Image API for visual projects and prototyping.

Authoritative guidance from OpenAI developer documentation for API integration.

Deploy apps to Cloudflare using Workers, Pages, and platform services.

Automate Netlify deployments with CLI auth, linking, and environment support.

Deploy applications to Render's cloud platform using Git-backed services.

Debug and fix failing GitHub Actions PR checks using log inspection and analysis.

Address review and issue comments on open GitHub PRs via CLI automation.

Review code for language-specific security vulnerabilities with automated checks.

Generate repo-specific threat models identifying trust boundaries and attack surfaces.

Inspect Sentry issues, summarize production errors, and pull application health data.

Translate Figma designs into production-ready code with pixel-perfect accuracy.

Fetch design context, screenshots, and assets from Figma for implementation.

Create clean, reproducible Jupyter notebooks for experiments and tutorials.

Manage issues, projects, and team workflows in Linear project management tool.

Convert conversations into structured, searchable Notion wiki entries for knowledge management.

Read, create, and review PDFs with layout and visual formatting integrity.

Discover and install agent skills from the ecosystem — the meta-skill for skill discovery.

HF Hub CLI for managing models, datasets, repos, and compute jobs on Hugging Face.

Train models with TRL: SFT, DPO, GRPO fine-tuning and GGUF conversion on Hugging Face.

Create and manage datasets with configs and SQL querying on the Hugging Face Hub.

Model evaluation with vLLM/lighteval benchmarking and eval tables on Hugging Face.

Track ML experiments with real-time dashboards and metrics logging on Hugging Face.

Static analysis toolkit with CodeQL, Semgrep, and SARIF result processing for security auditing.

Modern Python tooling with uv, ruff, ty, and pytest best practices.

Find similar vulnerabilities across codebases via pattern-based analysis.

Create and refine custom Semgrep rules for automated vulnerability detection.

Smart contract security toolkit with vulnerability scanners for 6 blockchains.

Security-focused diff review with git history analysis for code changes.

Property-based testing for multiple languages and smart contracts.

Programmatic video creation with React using the Remotion framework.

Common everyday C#/.NET coding skills useful to all .NET developers. Plugin bundle covering C# scripting, P/Invoke patterns, and NuGet trusted publishing.

AI and ML skills for .NET 8+: technology selection (ML.NET, Microsoft.Extensions.AI, Microsoft Agent Framework, Copilot SDK, ONNX, OllamaSharp), LLM integration, agentic workflows, RAG pipelines, MCP server creation.

ASP.NET Core web development skills: middleware, endpoints, real-time communication, API patterns, OpenTelemetry, and Minimal API patterns.

.NET data access and Entity Framework patterns: querying, migrations, performance, and modern EF Core workflows.

.NET performance investigations, debugging, and incident analysis: dump analysis, perf profiling, GC tracing, async hangs, and production triage workflows.

Experimental .NET skills under active evaluation that may change or graduate to stable plugins. Try newer patterns ahead of formal release.

.NET MAUI development: environment setup, diagnostics, troubleshooting, navigation, data binding, dependency injection, layout, and theming for cross-platform mobile + desktop apps.

Comprehensive MSBuild and .NET build skills: failure diagnosis, performance optimization, code quality, and modernization patterns for SDK-style projects.

NuGet and .NET package management: dependency management, version pinning, and modernization patterns for project references.

.NET Template Engine skills for dotnet new: create projects (console, class library, web API, Blazor, MAUI), discover templates, inspect parameters for net8/9/10, scaffold solutions, author and publish custom templates.

Run, diagnose, and migrate .NET tests: test execution, filtering, platform detection, MSTest workflows, coverage analysis, anti-patterns, and migrations across xUnit/MSTest versions.

Migrate and upgrade .NET projects across framework versions, language features, and compatibility targets — covers net48 → modern .NET, package modernization, and API replacements.

Skills for new .NET 11 APIs and language features: System.Text.Json improvements, runtime updates, and adoption patterns.

Azure Container Apps deployment with Azure Developer CLI (azd).

PostgreSQL optimization across 8 categories including indexing, RLS policies, and migrations.

Design and build Expo applications with proper project structure and navigation patterns.

Deploy Expo apps to production with EAS Build and app store submission workflows.

Safely upgrade Expo SDK versions with migration guidance and breaking change resolution.

Deploy and manage Workers, KV, R2, D1, Vectorize, Queues, and Workflows on Cloudflare.

Complete Cloudflare CLI commands reference for platform operations.

Stateful coordination with RPC, SQLite, and WebSockets on Cloudflare's edge.

Audit Core Web Vitals and render-blocking resources for performance optimization.

Build stateful AI agents with scheduling, RPC, and MCP servers on Cloudflare's platform.

React Native performance optimization from Callstack: FPS, TTI, bundle size, memory leaks, re-renders, animations, Hermes tuning, JS thread blocking, bridge overhead, FlashList, and jank debugging. Based on Callstack's Ultimate Guide to React Native Optimization.

GitHub patterns using gh CLI: pull requests, stacked PRs, code review, branching strategies (squash, rebase), and repository automation. Use for any GitHub PR/branching task.

GitHub Actions workflow patterns for React Native iOS simulator and Android emulator cloud builds, plus downloading build artifacts via gh CLI and GitHub API.

Upgrade React Native apps to newer versions: apply rn-diff-purge template diffs, update package.json dependencies, migrate native iOS/Android config, resolve CocoaPods and Gradle changes, and handle breaking API updates. Covers Expo SDK upgrades alongside RN.

Incremental migration strategy to adopt React Native or Expo in existing native iOS/Android apps using @callstack/react-native-brownfield. Covers setup, XCFramework/AAR packaging, and phased integration into host native apps.

Security skill suite with drift detection, automated audits, and skill integrity verification.

Next.js performance optimization and best practices for server components, routing, and data fetching.

Perform thorough code reviews with structured feedback.

Systematic bug detection using static analysis patterns and code inspection.

Generate and validate Terraform HCL code following HashiCorp best practices.

Create and refactor reusable Terraform modules with proper structure.

Develop custom Terraform providers with proper schema and CRUD operations.

Expert guidance for Microsoft Foundry (Azure AI Foundry): building agents with Agent 365, MCP tools, Azure OpenAI, VNets, guardrails, and CI/CD. Requires the mcp_microsoftdocs MCP for live docs.

Expert guidance for the classic Microsoft Foundry experience (legacy Azure AI Studio workflows). Requires the mcp_microsoftdocs MCP for live docs.

Run Microsoft Foundry locally for offline / on-device AI development. Requires the mcp_microsoftdocs MCP for live docs.

Tooling and CLI patterns for Microsoft Foundry: deployment helpers, scripts, and integration utilities. Requires the mcp_microsoftdocs MCP for live docs.

Build HTTP/event-driven Functions, Durable workflows, Linux/container apps, VNet-secured endpoints, and CI/CD deployments on Azure Functions. Requires the mcp_microsoftdocs MCP for live docs.

Deploy and operate web apps on Azure App Service: Linux/Windows hosting, custom domains, deployment slots, scaling, and VNet integration. Requires the mcp_microsoftdocs MCP for live docs.

Run production Kubernetes on Azure: cluster creation, node pools, networking, ingress, autoscaling, and GitOps. Requires the mcp_microsoftdocs MCP for live docs.

Run containerized services and microservices on Azure Container Apps: KEDA scaling, Dapr, revisions, and ingress. Requires the mcp_microsoftdocs MCP for live docs.

Deploy static frontends + serverless APIs to Azure Static Web Apps: routing, auth providers, custom domains, and preview environments. Requires the mcp_microsoftdocs MCP for live docs.

Work with Azure DevOps: Repos, Boards, Pipelines, Artifacts, Test Plans, and service connections. Requires the mcp_microsoftdocs MCP for live docs.

Author and operate CI/CD pipelines on Azure: YAML pipelines, multi-stage builds, environments, approvals, and deployment strategies. Requires the mcp_microsoftdocs MCP for live docs.

Build with Azure Cosmos DB: partition design, RU/s tuning, multi-region replication, change feed, and SDK patterns across NoSQL, MongoDB, Cassandra. Requires the mcp_microsoftdocs MCP for live docs.

Operate managed SQL on Azure: provisioning, scaling tiers, performance tuning, security, and hybrid connectivity. Requires the mcp_microsoftdocs MCP for live docs.

Use Azure Blob Storage for object data: tiering, lifecycle policies, SAS tokens, private endpoints, and SDK patterns. Requires the mcp_microsoftdocs MCP for live docs.

Manage secrets, keys, and certificates on Azure Key Vault: access policies vs RBAC, soft-delete, HSM-backed keys, and rotation. Requires the mcp_microsoftdocs MCP for live docs.

Train, deploy, and monitor ML models on Azure ML: workspaces, compute, pipelines, prompt flow, and managed endpoints. Requires the mcp_microsoftdocs MCP for live docs.

Build search and RAG indexes on Azure Cognitive Search: vector + hybrid search, semantic ranking, indexers, and skillsets. Requires the mcp_microsoftdocs MCP for live docs.

Run Spark, Delta Lake, and ML workloads on Azure Databricks: workspaces, clusters, Unity Catalog, and Lakehouse patterns. Requires the mcp_microsoftdocs MCP for live docs.

Observe Azure workloads with Azure Monitor: Log Analytics, KQL queries, Application Insights, alerts, and workbooks. Requires the mcp_microsoftdocs MCP for live docs.

Best practices for working with ClickHouse analytical databases.

Gutenberg blocks: block.json, attributes, rendering, and deprecations.

Block themes: theme.json, templates, patterns, and style variations.

Best practices for implementing Better Auth authentication flows — OAuth, sessions, plugins.

Create full authentication setup with Better Auth including OAuth providers.

Best practices for Sanity Studio, GROQ queries, and content workflows.

SEO and answer engine optimization patterns for content-driven sites.

Official Resend skills for sending and receiving emails through AI agents.

Best practices for Neon Serverless Postgres including branching and connection pooling.

Tinybird project guidelines for datasources, pipes, endpoints, and SQL.

Document processing: convert, extract, OCR, redact PII, watermark, and digital signatures.