GreenSock's official ScrollTrigger skill — scroll-linked animation, pinning, scrub and trigger positioning, with the exact start/end syntax agents get wrong.
Skills
78 reusable skills, prompts and capabilities for leading AI assistants.
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Microsoft's official skill that turns an agent into an Azure solution architect — 10 design principles, 6 architecture styles, 44 design patterns and a Well-Architected review workflow.
Trail of Bits' security review skill for PRs, commits, and diffs: risk-first analysis with git history, blast radius, and honest coverage limits.
Generates and validates parametric STEP-first CAD parts and assemblies from natural language.
Turns Claude Code or Codex into a motion-design studio for cinematic Remotion product videos.
Deno's official foundational skill — project setup, package choices, configuration, and CLI commands done the current way.
Build Gradio web UIs and ML demos in Python with the current API — components, layouts, events, and chat interfaces.
Cloudflare's official platform skill — Workers, Pages, storage, AI, networking, security, and IaC in one reference.
Never claim work is complete, fixed, or passing without running the check and reading the output first.
Enforce a real red-green-refactor loop when implementing features or fixes, so behaviour is specified before it is written.
A disciplined debugging process — reproduce, isolate, hypothesise, and verify — used before proposing any fix.
Explore intent, requirements, and design with the user before any code gets written — the antidote to building the wrong thing quickly.
Stops AI-generated UI from defaulting to purple gradients and templated hero sections by forcing a named design direction first.
Parse, convert, chunk, and structurally analyze PDFs, DOCX, PPTX, HTML, and images with IBM's open-source Docling toolkit.
Editing skill that strips the tells of AI-generated prose — filler transitions, hedging, inflated vocabulary and rhetorical padding — while preserving the author's meaning.
File-based planning for long-running agent tasks — crash-proof markdown plans that survive /clear and compaction, with per-turn re-injection and a deterministic completion gate.
Generates .drawio XML from natural language — UML, ERD, BPMN, SysML, network and cloud topology — and exports PNG, SVG, PDF or JPG through the native draw.io desktop CLI.
Turns plain-language requirements or pasted Mermaid into validated architecture, workflow, sequence, data-flow and lifecycle diagrams as self-contained interactive HTML.
The .NET team's official skill for scanning C# against ~50 performance anti-patterns across async, memory, strings, collections, LINQ, regex and I/O.
Google's official Android skill for auditing R8 and ProGuard keep rules — finds redundant and overly broad rules that quietly inflate APK size.
Remotion's official skill for scaffolding a programmatic video project in React and iterating on it in the Studio preview instead of re-rendering.
GreenSock's official skill for the GSAP core engine — tweens, eases, staggers, defaults and responsive/reduced-motion animation via matchMedia.
Turns seed topics into a prioritised keyword set using live OpenSEO MCP data — volume, difficulty and SERP evidence instead of an agent guessing at search demand.
Microsoft's official skill for giving AI agents real OAuth2 identities in Entra — blueprints, agent identities, sponsors, workload identity federation and the auth sidecar.
Google's official skill for calling Gemini on Agent Platform (formerly Vertex AI) with the Gen AI SDK — Python, JS/TS, Go, Java and C#, plus tools, multimodal input and the Live API.
Google's official skill for getting Google Cloud authentication right — human identities, service accounts, Application Default Credentials, and the failure modes agents usually hit.
PostHog's official skill for auditing a live analytics implementation — scripts, network calls, and window state — read-only, via browser automation.
NVIDIA-verified skill that takes an agent from a problem described in prose to a correct LP, MILP, or QP formulation — concepts, not API calls.
Official Expo skill for Expo Router: file-based routes, native stacks, NativeTabs, modals and form sheets, headers, toolbars, and search bars.
Grafana's official PromQL skill: write, validate, and optimise Prometheus queries, and hunt down the label that blew up your cardinality.
Audit GitHub Actions workflows for the exploitation patterns that leak secrets or allow code execution from a fork.
Clean up code for clarity, consistency, and maintainability without changing what it does.
Write and maintain concise AGENTS.md and CLAUDE.md files that document the conventions an agent actually needs.
Audit the changes on your current branch for bugs, security vulnerabilities, and quality problems before you push.
Review pull requests against a real engineering practice — security, performance, testing, and design, in that order.
Run untrusted or model-generated code in an isolated environment using the @deno/sandbox SDK.
Build web UIs with Fresh and Preact on Deno — routes, handlers, islands, and Tailwind, using the current framework API.
Deploy Deno applications to production on Deno Deploy — CLI workflows, environment config, KV, and custom domains.
Choose and run the right local model with llama.cpp and GGUF — quantisation, hardware fit, and local serving.
Fine-tune language and vision models with TRL or Unsloth — supervised, preference, and reinforcement training methods.
Run machine learning models directly in the browser or Node with Transformers.js — no inference server required.
Deploy and maintain applications on Hugging Face Spaces — SDK choice, GPU hardware, model loading, and debugging.
Hugging Face's official CLI skill — download, upload, and manage models, datasets, Spaces, and Jobs from the terminal.
Audit Core Web Vitals with real measurements via Chrome DevTools — then fix what the numbers actually point to.
Build secure code-execution features on Cloudflare — sandboxes for AI-generated code, interpreters, and CI systems.
Cloudflare's CLI reference skill — correct Wrangler commands for deploying and managing Workers and every binding.
Create and review Cloudflare Durable Objects — single-instance coordination with SQLite storage, alarms, and WebSockets.
Build stateful AI agents on Cloudflare Workers — durable state, scheduling, RPC, WebSockets, and MCP servers.
Create, edit, and verify agent skills — including how to write a description that actually triggers at the right moment.
Run two or more genuinely independent tasks concurrently, with the briefing and isolation that makes it safe.
Set up an isolated workspace with git worktrees before starting feature work or executing a plan.
Execute an implementation plan by dispatching independent tasks to subagents, keeping the main context focused.
Respond to code review feedback with technical rigour — verify each point instead of agreeing with everything.
Prepare and request a code review that checks the work against its original requirements, not just its syntax.
Work through a written implementation plan in a fresh session, with review checkpoints between steps.
Convert a specification into a written implementation plan with discrete, verifiable steps, before touching code.
Write and audit interface microcopy, from buttons to error messages, against four checkable quality standards.
Extract complex tables, including merged cells and multi-row headers, from images and PDFs into clean Markdown.
Turn PDFs and scanned images into structured Markdown/JSON: cell-level tables, LaTeX formulas, correct multi-column order.
Vercel's official optimization skill: collects real production metrics first, then returns ranked, citation-checked cost and performance fixes.
Anthropic's official data-visualization skill: pick the right chart for the data, then build it with ready-to-run matplotlib, seaborn, and plotly patterns.
Apply official brand colors and typography to any artifact that benefits from a consistent, on-brand look and feel.
Write internal company communications in the formats your organization prefers — announcements, updates, and team messages.
A structured workflow for co-authoring documentation, proposals, technical specs, and decision docs — transfer context, iterate, and verify readability.
Create animated GIFs optimized for Slack — with size constraints, validation tools, and animation concepts baked in.
Style any artifact with a cohesive theme — 10 preset color/font themes, or generate a new one on the fly for slides, docs, reports, and pages.
Create generative art with p5.js — flow fields, particle systems, and seeded randomness with interactive parameter exploration.
Create beautiful static visual art as PNG and PDF using real design philosophy — posters, artwork, and layouts.
Guidance for distinctive, intentional UI design — aesthetic direction, typography, and choices that avoid looking like templated defaults.
Interact with and test local web applications using Playwright — verify frontend behavior, debug UI, capture screenshots, and read browser logs.
A suite for building elaborate, multi-component HTML artifacts with modern frontend tooling — React, Tailwind CSS, and shadcn/ui.
Guidance for building high-quality MCP servers that expose external APIs to LLMs through well-designed tools, in Python (FastMCP) or Node/TypeScript.
Authoritative reference for the Claude API and Anthropic SDKs — model IDs, pricing, parameters, streaming, tool use, MCP, agents, prompt caching, and token counting.
Create, edit, and optimize Agent Skills — scaffold new skills, refine existing ones, run evals, and tune descriptions for reliable triggering.
Open, create, and edit spreadsheets — formulas, formatting, charts, data cleaning, and CSV/TSV conversion.
Build, read, and edit PowerPoint presentations — slides, layouts, templates, speaker notes, and comments.
Create, read, and edit Microsoft Word documents — headings, tables of contents, page numbers, letterheads, tracked changes, comments, and images.
Read, create, and manipulate PDF files — extract text and tables, merge, split, watermark, fill forms, encrypt, and OCR scanned pages.
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