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Agent Skills

Agent-Skills.md is a agent skills marketplace, to find the right agent skills for you.

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inspired-product

Build empowered product teams using discovery and delivery dual-track. Use when the user mentions "product discovery", "empowered teams", "feature factory", "product roadmap", "opportunity assessment", or "product vision". Covers product discovery techniques, team structure, and continuous value delivery. For customer interviews, see mom-test. For ongoing discovery systems, see continuous-discovery.

wondelai
wondelai
27828

lean-startup

Design MVPs, validated learning experiments, and pivot-or-persevere decisions using Build-Measure-Learn. Use when the user mentions "MVP scope", "validated learning", "pivot or persevere", "vanity metrics", or "test assumptions". Covers innovation accounting and actionable metrics. For 5-day prototype testing, see design-sprint. For customer motivation analysis, see jobs-to-be-done.

wondelai
wondelai
27828

lean-ux

Apply lean thinking to UX: hypothesis-driven design, collaborative sketching, and rapid experiments instead of heavy deliverables. Use when the user mentions "Lean UX", "design hypothesis", "UX experiment", "collaborative design", or "outcome over output". Covers hypothesis statements, MVPs for UX, and cross-functional collaboration. For Build-Measure-Learn, see lean-startup. For usability audits, see ux-heuristics.

wondelai
wondelai
27828

made-to-stick

Craft messages that are understood, remembered, and drive action using the SUCCESs checklist (Simple, Unexpected, Concrete, Credible, Emotional, Stories). Use when the user mentions "make it memorable", "sticky messaging", "tagline", "value proposition", or "why the message isn''t landing". For narrative brand frameworks, see storybrand-messaging. For viral sharing, see contagious.

wondelai
wondelai
27828

microinteractions

Design the small details — triggers, rules, feedback, loops and modes — that separate good products from great ones. Use when the user mentions "microinteraction", "button feedback", "loading state", "toggle design", "animation detail", or "interaction polish". Covers trigger design, state rules, feedback mechanisms, and progressive loops. For overall UI polish, see refactoring-ui. For affordance design, see design-everyday-things.

wondelai
wondelai
27828

superdesign

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superdesign
superdesign
2789

daily-ai-news

Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'.

YYH211
YYH211
27127

create-skill-file

Guides Claude in creating well-structured SKILL.md files following best practices. Provides clear guidelines for naming, structure, and content organization to make skills easy to discover and execute.

YYH211
YYH211
27127

software-copyright-writer

根据真实代码仓库、官网页面、运行界面、模块范围和目标软著数量,分析软件著作权(软著)申报方向,拆分可申报主题,检查 Logo、版权、备案、截图和源码等材料约束,生成 3w-4w 字正文、局部代码片段、源码原文、网页截图证据和 .docx 文档。Use when Claude needs to prepare or split legitimate software copyright registration materials from code repositories, product pages, running UI screenshots, module scopes, or source evidence.

YYH211
YYH211
27127

mcp-builder

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

YYH211
YYH211
27127

local-diff-review

基于本地 git diff 的代码审查技能。用于在提交 PR 前先做自检评审,严格复用 pr-review 的三维度标准(代码质量标准、FastGPT 风格规范、常见问题清单),支持审查未暂存改动、已暂存改动、某次提交、或当前分支相对基线分支的全部改动。

YYH211
YYH211
27127

frontend-design

Creates unique, production-grade frontend interfaces with exceptional design quality. Use when user asks to build web components, pages, materials, posters, or applications (e.g., websites, landing pages, dashboards, React components, HTML/CSS layouts, or styling/beautifying any web UI). Generates creative, polished code and UI designs that avoid mediocre AI aesthetics.

YYH211
YYH211
27127

fastgpt-workflow-generator

Generates production-ready FastGPT workflow JSON from natural language requirements. Uses AI-powered semantic template matching from built-in workflows (document translation, sales training, resume screening, financial news). Performs three-layer validation (format, connections, logic completeness). Supports incremental modifications to add/remove/modify nodes. Activates when user asks to "create FastGPT workflow", "generate workflow JSON", "design FastGPT application", or mentions workflow automation, multi-agent systems, or FastGPT templates.

YYH211
YYH211
27127

deep-reading-analyst

Comprehensive framework for deep analysis of articles, papers, and long-form content using 10+ thinking models (SCQA, 5W2H, critical thinking, inversion, mental models, first principles, systems thinking, six thinking hats). Use when users want to: (1) deeply understand complex articles/content, (2) analyze arguments and identify logical flaws, (3) extract actionable insights from reading materials, (4) create study notes or learning summaries, (5) compare multiple sources, (6) transform knowledge into practical applications, or (7) apply specific thinking frameworks. Triggered by phrases like 'analyze this article,' 'help me understand,' 'deep dive into,' 'extract insights from,' 'use [framework name],' or when users provide URLs/long-form content for analysis.

YYH211
YYH211
27127

prompt-optimize

Expert prompt engineering skill that transforms Claude into "Alpha-Prompt" - a master prompt engineer who collaboratively crafts high-quality prompts through flexible dialogue. Activates when user asks to "optimize prompt", "improve system instruction", "enhance AI instruction", or mentions prompt engineering tasks.

YYH211
YYH211
27127

planning-with-files

Transforms workflow to use Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Use when starting complex tasks, multi-step projects, research tasks, or when the user mentions planning, organizing work, tracking progress, or wants structured output.

YYH211
YYH211
27127

dry-refactoring

Guides systematic code refactoring following the DRY (Don't Repeat Yourself) principle. Use when user asks to eliminate code duplication, refactor repetitive code, apply DRY principle, or mentions code smells like copy-paste, magic numbers, or repeated logic. Implements a 4-step workflow from identifying repetition to verified refactoring.

YYH211
YYH211
27127

wechat-article-writer

公众号文章自动化写作流程。支持资料搜索、文章撰写、爆款标题生成、排版优化。当用户提到写公众号、微信文章、自媒体写作、爆款文章、内容创作时使用此 skill。

iamzhihuix
iamzhihuix
27025

Video Processor

Download and process videos from YouTube and other platforms. Supports video download, audio extraction, format conversion (mp4, webm), and Whisper transcription. Use when user mentions YouTube download, video conversion, audio extraction, transcription, mp4, webm, ffmpeg, yt-dlp, or whisper transcription.

iamzhihuix
iamzhihuix
27025

docx-format-replicator

Extract formatting from existing Word documents and generate new documents with the same format but different content. Use this skill when users need to create multiple documents with consistent formatting, replicate document templates, or maintain corporate document standards across different content.

iamzhihuix
iamzhihuix
27025

browser

Minimal Chrome DevTools Protocol tools for browser automation and scraping. Use when you need to start Chrome, navigate pages, execute JavaScript, take screenshots, or interactively pick DOM elements. Triggers include "browse website", "scrape page", "take screenshot", "automate browser", "extract DOM", "web scraping".

iamzhihuix
iamzhihuix
27025

Pixel Art Professional

Apply advanced pixel art techniques including dithering, palette optimization, shading, antialiasing, and color theory. Use when the user mentions "dithering", "dither", "Bayer", "Floyd-Steinberg", "palette", "colors", "reduce colors", "optimize palette", "color limit", "shading", "shadows", "highlights", "lighting", "light source", "antialiasing", "smooth", "smoothing", "anti-alias", "AA", "color ramp", "gradient", "hue shifting", "saturation", "value", "contrast", or wants to "refine", "polish", "improve", "enhance", "make better", "add depth", "add dimension" to existing pixel art. Trigger on retro palette names (NES, Game Boy, C64, PICO-8), texture terms ("metal", "fabric", "stone", "wood"), and visual quality terms ("professional", "clean", "smooth", "vibrant").

willibrandon
willibrandon
26920

Pixel Art Animator

Create and manage sprite animations with multiple frames, animation tags, frame durations, and linked cels. Use when the user wants to animate a sprite, add animation, create movement, make it move, mentions "animation", "animated", "frames", "keyframes", "frame rate", "FPS", "timing", "duration", "walk cycle", "run cycle", "idle animation", "attack animation", "jump", "movement", "motion", or describes actions like "walking", "running", "jumping", "attacking", "breathing", "bobbing", "bouncing". Trigger on animation tags, loops, playback, sequences, "add frames", "duplicate frame", "frame timing", "ping-pong", "loop", "sequence". Also for linked cels, static backgrounds, and frame optimization.

willibrandon
willibrandon
26920

Pixel Art Creator

Create new pixel art sprites from scratch with canvas creation, layer management, and basic drawing primitives. Use when the user wants to create a sprite, draw pixel art, make a new canvas, start a new image, begin a new project, or mentions pixel dimensions like "64x64", "32x32 sprite", "128 by 128", "16 pixel icon". Trigger on: "create", "new", "make", "draw", "sprite", "canvas", "image", "icon", "tile", "character", "background", dimensions (WxH), "from scratch", "blank canvas", "empty sprite", "Game Boy", "NES", "retro", color mode mentions ("RGB", "indexed", "grayscale"). Also use for drawing basic shapes like "circle", "rectangle", "line", "pixel", "fill", "outline".

willibrandon
willibrandon
26920

Pixel Art Exporter

Export sprites to PNG, GIF, or spritesheet formats with JSON metadata for game engines. Use when the user wants to "export", "save", "output", "render", "generate", "create file", mentions file formats like "PNG", "GIF", "animated GIF", "spritesheet", "sprite sheet", "texture atlas", "tile sheet", or game engine integration with "Unity", "Godot", "Phaser", "Unreal", "GameMaker". Trigger on layout terms ("horizontal", "vertical", "grid", "packed", "strip"), scaling ("2x", "4x", "upscale", "pixel-perfect"), file operations ("save as", "export to", "output to"), metadata formats ("JSON", "XML", "metadata", "atlas data"), and delivery terms ("for web", "for game", "for Twitter", "for itch.io", "optimized").

willibrandon
willibrandon
26920

tui-gap

Generate and render a pixel-precise ASCII TUI Gap component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a gap in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-full-screen

Generate and render a pixel-precise ASCII TUI Full Screen component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a full screen in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-front-ui

Generate and render a pixel-precise ASCII TUI Front UI Framework component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a front UI in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-form

Generate and render a pixel-precise ASCII TUI Form component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a form in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-field

Generate and render a pixel-precise ASCII TUI Field component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a field in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-feature

Generate and render a pixel-precise ASCII TUI Feature component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a feature in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-fab

Generate and render a pixel-precise ASCII TUI FAB component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a fab in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-empty

Generate and render a pixel-precise ASCII TUI Empty State component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create an empty state in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

tui-dropdown

Generate and render a pixel-precise ASCII TUI Dropdown component with complete output blocks (TUI_RENDER, COMPONENT_SPEC, PENCIL_SPEC, PENCIL_BATCH_DESIGN) for Pencil MCP drawing workflows. Use when the user asks to create a dropdown in a terminal UI, text-based interface, or Pencil MCP project.

teachingai
teachingai
26649

stitch-uviewpro-components

Convert Stitch designs into uni-app + Vue 3 + uView Pro pages and components. Use when the user mentions uView Pro, uviewpro, or uni-app Vue 3 conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to rpx/theme, enforces u-* component contracts (u-tabs, u-form, u-picker, u-card) with script setup.

teachingai
teachingai
26649

stitch-uview-components

Convert Stitch designs into uni-app + Vue 2 + uView 2.0 pages and components. Use when the user mentions uView, uView 2, or uni-app Vue 2 conversion from Stitch. Retrieves screen HTML via Stitch MCP get_screen, maps Tailwind to rpx/theme, enforces uni-app page structure with uView 2 u-* components (u-navbar, u-form, u-button, u-cell-group).

teachingai
teachingai
26649

stitch-ui-prompt-architect

Build Stitch-ready prompts from vague UI ideas (Path A) or from a Design Spec plus user request (Path B). Use when polishing a UI prompt before Stitch generation, improving a prompt that produced poor results, or merging a Design Spec with framework contracts (uView, Element Plus, Layui, Bootstrap, Vant) into a sectioned Context/Layout/Components prompt.

teachingai
teachingai
26649

stitch-ui-designer

Master orchestrator for end-to-end Stitch UI design and generation. Use when the user asks to design, create, or make a UI screen using Stitch. Coordinates design spec generation, framework contract injection, prompt assembly, and MCP execution (create_project, generate_screen_from_text, get_screen) in a single workflow.

teachingai
teachingai
26649

stitch-ui-design-variants

Generate alternative Stitch design variant prompts for A/B testing and creative exploration. Use when the user wants multiple style, layout, or content options for a Stitch screen. Takes a base Design Spec or prompt and produces 3 distinct variants (layout, style, or content variations).

teachingai
teachingai
26649

stitch-ui-design-spec-vant

Vant 4 (Vue 3/Mobile) design spec for Stitch screen generation. Use when the user mentions Vant, vant4, or vant-ui in a Stitch design request. Outputs a hard-constraints prefix with Vant tokens (Primary #1989fa, van-button/van-field/van-nav-bar components, mobile-first 375px) or a CONTRACT_SELECTION_JSON_V1 selector.

teachingai
teachingai
26649

stitch-ui-design-spec-uviewpro

uView Pro (uni-app/Vue 3) design spec for Stitch screen generation. Use when the user mentions uview-pro, uviewpro, or uview 3.0 in a Stitch design request. Outputs a hard-constraints prefix with uView Pro tokens (Primary #3c9cff, rpx units, u-button/u-form/u-navbar components, script setup) or a CONTRACT_SELECTION_JSON_V1 selector.

teachingai
teachingai
26649

stitch-ui-design-spec-uview

uView 2.0 (uni-app/Vue 2) design spec for Stitch screen generation. Use when the user mentions uview, uview2, or u-view in a Stitch design request. Do NOT use for uView Pro requests. Outputs a hard-constraints prefix with uView 2 tokens (Primary #3c9cff, u-row/u-col/u-button components) or a CONTRACT_SELECTION_JSON_V1 selector.

teachingai
teachingai
26649

stitch-ui-design-spec-layui

Layui-Vue design spec for Stitch screen generation. Use when the user mentions Layui, layui-vue, or layui admin in a Stitch design request. Outputs a hard-constraints prefix with Layui tokens (Primary #16baaa, Nav-bg #393D49, layui-btn/input/card components) or a CONTRACT_SELECTION_JSON_V1 selector with assembled prompt.

teachingai
teachingai
26649

stitch-ui-design-spec-generator

Translate user requirements into a structured Stitch Design Spec JSON covering theme, primaryColor, font, roundness, density, designMode, styleKeywords, and deviceType. Use when starting a new Stitch design task to determine visual direction before prompt assembly. Supports one-shot user requests and PRD documents as input.

teachingai
teachingai
26649

stitch-ui-design-spec-element-plus

Element Plus design spec for Stitch screen generation. Use when the user mentions Element Plus, element-ui, or el-plus in a Stitch design request. Outputs a hard-constraints prefix with Element Plus tokens (colors, typography, radius, el-* components) or a CONTRACT_SELECTION_JSON_V1 selector with assembled prompt.

teachingai
teachingai
26649

stitch-ui-design-spec-bootstrap

Bootstrap-Vue (Bootstrap 5/Vue) design spec for Stitch screen generation. Use when the user mentions Bootstrap, bootstrap-vue, bs-vue, or bs5 in a Stitch design request. Outputs a hard-constraints prefix with Bootstrap tokens (Primary #0d6efd, b-container/b-row/b-col/b-button components, mobile-first grid) or a CONTRACT_SELECTION_JSON_V1 selector.

teachingai
teachingai
26649

stitch-ued-guide

UED guidelines, visual vocabulary, and prompt structure for Stitch. Use when the user asks about layout/style terms, device constraints, or when structuring/improving Stitch prompts; combine with stitch-ui-prompt-architect for vague→concrete prompts.

teachingai
teachingai
26649

stitch-skill-creator

Factory skill for creating new Stitch Scenario Skills with the Design First, Execute Last SOP. Use when you need to add a new domain (e.g. Music Apps, Social Networks, Login Pages) to the Stitch ecosystem. Generates SKILL.md templates, directory structure, and examples via automated script or manual workflow.

teachingai
teachingai
26649

stitch-shadcn-ui

Expert guidance for integrating and building applications with shadcn/ui. Component discovery, installation npx shadcn@latest add customization, blocks, and best practices. Use with Stitch-generated React apps for consistent, accessible UI built on Radix/Base UI and Tailwind.

teachingai
teachingai
26649

stitch-remotion

Generate walkthrough videos from Stitch projects using Remotion. Use when the user wants a video demo, walkthrough, or presentation of Stitch-designed screens. Retrieves screenshots via Stitch MCP, builds a Remotion composition with transitions (fade, slide), zoom animations, and text overlays per screen.

teachingai
teachingai
26649

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Adoption

Agent Skills are supported by leading AI development tools.

FAQ

Frequently asked questions about Agent Skills.

01

What are Agent Skills?

Agent Skills are reusable, production-ready capability packs for AI agents. Each skill lives in its own folder and is described by a SKILL.md file with metadata and instructions.

02

What does this agent-skills.md site do?

Agent Skills is a curated directory that indexes skill repositories and lets you browse, preview, and download skills in a consistent format.

03

Where are skills stored in a repo?

By default, the site scans the skills/ folder. You can also submit a URL that points directly to a specific skills folder.

04

What is required inside SKILL.md?

SKILL.md must include YAML frontmatter with at least name and description. The body contains the actual guidance and steps for the agent.

05

How can I submit a repo?

Click Submit in the header and paste a GitHub URL that points to a skills folder. We’ll parse it and add any valid skills to the directory.