An index of what agents can be taught.

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.

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

Builds an animation from scratch by making the decisions in the order that determines whether it feels right.

Socratic design refinement that transforms rough ideas into structured, actionable designs.

Art-directs and implements motion-rich marketing, editorial, and portfolio sites to Awwwards-level standards.

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.

Agency-grade SEO bundle: 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local, semantic clustering, e-commerce, and international SEO.

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

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

Emil Kowalski's philosophy on UI polish, component design, and the invisible details that make software feel good.

Twelve design and animation skills from the author of Sonner and Vaul, including Apple design and animation vocabulary.

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

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

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.

A design language that pushes AI agents past safe, generic UI toward deliberate, production-grade craft.

A marketing skills bundle for CRO, copywriting, SEO, analytics, paid ads, lifecycle email, and growth engineering.

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

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

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

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

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

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.

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