Skills
96,770 packaged capabilities and playbooks for agents. Install any of them with one command.
Design & UI
Production recipes for GSAP visual effects. Companion to official gsap-core and gsap-timeline skills (API reference). Triggers: glitch effect, cyberpunk glitch, RGB displacement, chromatic aberration, scramble text, jitter animation, noise bars, marquee, infinite scroll, directional marquee, rolling counter, animated number, count up, floating animation, yoyo, pulse ring, repeating timeline, GSAP VFX, visual effects, decorative animation, looping animation, footer bounce, morph bounce, elastic footer. Non-triggers: Not for scroll-driven reveals (use gsap-scroll), text-only animation (use gsap-text), SVG path/morph (use gsap-svg), or mouse-driven interaction (use gsap-interact). Outcome: Produces visual effects — glitch/chromatic aberration, infinite marquees, directional marquees, rolling counters, floating decorations, pulse rings, footer bounce reveals, and repeating timeline patterns.
Systematic usability evaluation using established heuristics (Nielsen's 10, Shneiderman's 8, or custom rubrics). Use when reviewing UI designs, screenshots, prototypes, or live products for usability issues. Triggers on "review this design", "what's wrong with this UI", "usability check", "evaluate this interface", or when user shares screenshots/mockups asking for feedback.
Teaches the AI to design like a high-end agency. Defines the exact fonts, spacing, shadows, card structures, and animations that make a website feel expensive. Blocks all the common defaults that make AI designs look cheap or generic.
Transform documents, reports, and data into professional McKinsey-style HTML presentations with intelligent chart selection and interactive navigation. Use when: (1) Creating presentations from documents/reports, (2) Converting markdown/text to slides, (3) Generating HTML slides, (4) Applying McKinsey/BCG design, (5) Data visualization in presentations. Keywords: presentation, slides, HTML, McKinsey style, charts, visualization, 幻灯片, 演示文稿
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.
Create professional infographics using Nano Banana Pro AI with smart iterative refinement. Uses Gemini 3 Pro for quality review. Integrates research-lookup and web search for accurate data. Supports 10 infographic types, 8 industry styles, and colorblind-safe palettes.
Full lifecycle management of the JeecgBoot form designer (desform) — create, update, copy and delete form designs through conversation, manage form data (CRUD), generate PC/mobile form views, and create OA approval apps in one click (form + workflow + authorization). Use this skill whenever the user's intent involves the "form designer", including but not limited to: creating or generating a form ("做一个请假表单", "AI设计表单", "desform"), modifying an existing form or fields ("加个字段", "改一下表单"), copying/deleting a form, entering or querying form data, creating form views (including mobile), and asking about designer capabilities (control types, dictionary configuration, validation rules, related records, sub-tables, formula calculation, JS/CSS enhancements, default values, external links, etc.). It should also trigger when the user wants to create an OA app with an approval workflow ("创建OA应用", "创建审批单", "创建报销单", "创建请假单", "做一个OA表单带流程", "一键创建表单和流程", "面试申请", "出差申请", etc.). Even if the user only describes field requirements (such as "需要姓名、手机号字段") without explicitly saying "form", it should trigger as long as the context points to the form designer. Note: this skill only handles the form designer (desform), not Online forms — if the user explicitly mentions "Online表单" or "online表", use the jeecg-onlform skill.
Use this skill when designing, reviewing, or generating responsive CSS. Apply it whenever the user asks about breakpoints, media queries, container queries, fluid sizing, viewport or container units, or needs to validate responsive component behavior, even if they do not explicitly mention responsive design.
Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, typography, micro-interactions, enter/exit animations, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, border radius, optical alignment, font smoothing, tabular numbers, image outlines, box shadows.
Mini program page design and code generation workflow. Triggers when the user mentions "modify page", "update UI", "add component", "adjust layout", "generate code", or "mini program design". Applies to page design iterations, UI component development, and style adjustments for the TeamVenture mini program.
Synthesises user signals from multiple research sources into a unified, weighted insight brief. Use when you have data from interviews, support tickets, NPS verbatims, app reviews, or sales calls and need to reconcile contradictions, surface the underlying need behind requests, or answer 'what are users really telling us'. Produces ranked insights with confidence ratings, source weighting rationale, divergent signal analysis by user segment, and a research gap identification section.
Build React interfaces for Polpo agents with @polpo-ai/react and @polpo-ai/chat. Use for chat components, Sessions, durable reconnect, attachments, ask-user interactions, suggestions, client tool rendering and continuation, agent selection, or Polpo UI theming.
Author a single PPT slide as a self-contained slide.html + design.md, given one outline entry. Use when the user asks to design, draft, or rewrite an individual slide page (KPI page, agenda, cover, two-column comparison, chart slide, etc.). Single-page only; does not plan across pages, does not screenshot, does not export. Works alongside the `ppt` skill or standalone.
Designs complete onboarding, activation, retention, and expansion lifecycles for SaaS products. Use when the user mentions 'onboarding lifecycle,' 'activation strategy,' 'user onboarding,' 'time to value,' 'aha moment,' 'onboarding audit,' 'retention lifecycle,' or 'lifecycle design.'
Build a throwaway prototype to flesh out a design before committing to it. Routes between two branches - a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route. Use when the user wants to prototype, sanity-check a data model or state machine, mock up a UI, explore design options, or says "prototype this", "try a few designs".
PyQt6 UI design assistant that generates and refines modern, professional desktop interfaces using a consistent design system (DESIGN.md tokens). Use this skill whenever the user wants to: build or improve a PyQt6 GUI, write QSS stylesheets, add light/dark theme support, generate sidebar navigation, data tables, forms, cards, modals, or any other PyQt6 component. Also trigger this skill when the user uploads or mentions existing PyQt6 code that needs a "refresh", "redesign", "modern look", or "professional UI". Use even for partial UI tasks like "style my button" or "make a dark sidebar" — any PyQt6 styling task benefits from this skill.
Evidence-driven scientific figure skill for Nature Portfolio and high-impact journals. Use it to design single and multi-panel figures from raw or summarized data, choose an appropriate graphics grammar, write Python/R plotting code, redraw existing figures, draft mechanism diagrams, write figure captions, and export editable SVG/PDF and high-resolution TIFF/PNG; it also checks data integrity, color accessibility, statistical annotations, and final-size readability. Trigger scenarios include Nature figure, scientific figure, publication plot, multi-panel figure, graphical abstract, mechanism diagram, and figure audit.
Use when judging a finished user-research prior-art artifact before it is accepted — a research vocabulary map, a per-angle search output, an extract container, or the evidence register and report. An acceptance gate, not authoring. Judges a single-sourced bar: a recorded zero is distinguishable from an unreachable source; a claim stays within what its method could measure; recorded facts match the source; transferability carries a weighable reason and is never folded into certainty; numbers are the source's own; findings in one container are genuinely distinct; population and platform describe the study rather than the project; convergence is across INDEPENDENT sources; certainty is never averaged; absence is phrased as a search result. Approves a thin-but-honest result and revises only on a named, unrecorded gap. Emits exactly VERDICT: approve|revise plus actionable findings.
A complete workflow for converting popular-science content text into visualized PPT-style web pages. Triggered when the user inputs popular-science content and wants to generate presentation pages. Supports two modes: (1) Default mode: generate the popular-science content as a single-page HTML animated web page with PPT-like carousel; (2) Flowchart mode: use the Animation template to restructure the generated AI_Animation.html into a flat UI style. The templates are built into the Skill. Trigger words include "生成PPT", "生成演示网页", "生成流程图", etc.
Meta-skill for publication-ready figures. Use when creating journal submission figures requiring multi-panel layouts, significance annotations, error bars, colorblind-safe palettes, and specific journal formatting (Nature, Science, Cell). Orchestrates matplotlib/seaborn/plotly with publication styles. For quick exploration use seaborn or plotly directly.
Provides complete shadcn/ui component library patterns, including installation, configuration, and implementation of accessible React components. Use when setting up shadcn/ui, installing components, building forms with React Hook Form and Zod, customizing themes with Tailwind CSS, or implementing UI patterns such as buttons, dialogs, dropdowns, tables, and complex form layouts.
Create presentations and slide decks with coherent narrative or information structure, purposeful layouts, accessible charts, and verified delivery. Use for explanatory, instructional, status, review, strategic, persuasive, or decision-oriented decks in HTML, PowerPoint, PDF, or another requested presentation format.
Create social media graphics and visual assets for any platform. Use when asked to create a social media image, newsletter header, blog feature image, OG image, profile banner, or when the user mentions 'social graphic', 'header image', 'banner', or needs a platform-specific visual asset (not thumbnails — use creator-stack:thumbnail for those).
Converts a Stitch screen, a local HTML file, or a URL into Svelte 5 / SvelteKit components using the runes API — scoped CSS with custom properties, built-in transitions, TypeScript, dark mode, and accessible markup. Only the Stitch route needs an API key.
Build a Synapse UI for an MCP server — a React app built to one inlined HTML file, served as a `ui://` resource and mounted by any MCP Apps host (Claude, ChatGPT, NimbleBrain). Works with any MCP server (Python/FastMCP or TypeScript). Use when building a Synapse app or UI, adding a frontend to an MCP server, making a server "visual" or "interactive", or wiring a `ui://` resource.
Use when creating CLI tools, terminal user interfaces (TUI), or any command-line applications. Load for terminal UI design, ASCII art, color schemes, box drawing characters, and polished terminal output. Also use for refactoring boring CLIs into distinctive experiences.
Capture a Textual terminal UI as an SVG using its headless test harness. Use when asked to make, attach, or preview a screenshot of deepagents-code/dcode or another Textual app, visually verify a TUI state, or render a modal, screen, or widget without a desktop or browser.
This skill should be used when the user asks to "build a Three.js scene", "set up React Three Fiber", "animate a mesh with useFrame", "load a GLTF or GLB model", or "add physics with react-three/rapier". Covers scene setup, Drei helpers, the asset pipeline, responsive canvas, and performance budgets for Three.js and React Three Fiber projects.
Audit how design tokens are defined: tiers, naming, alias chains, raw values, orphans, DTCG readiness. Triggers: audit my tokens, token architecture review, token health check. Not for code consuming tokens (token-compliance), theme parity (theme-audit) or Figma variables (figma-variable-audit).
Enforce a precise, minimal design system inspired by Linear, Notion, and Stripe. Use this skill when building dashboards, admin interfaces, or any UI that needs Jony Ive-level precision - clean, modern, minimalist with taste. Every pixel matters.
New to MCP?
From what the protocol is to installing your first server, these answers cover most first questions.
An open protocol that defines how AI applications connect to external tools and data in a uniform way. Clients talk to the model; MCP servers provide tools, resources and prompt templates. They exchange standard messages, so one server can be reused by many clients.