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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
20635

pencil-mcp-batch-get

Batch search and read node information. The Agent's 'Eyes'. Use to find specific components e.g. all nodes named 'Button' or get child structure within a container.

teachingai
teachingai
20635

pencil-mcp-get-editor-state

Get current design environment context. Use when you need to understand what is currently selected, canvas position, and environment state before any task.

teachingai
teachingai
20635

pencil-mcp-get-guidelines

Get design system guidelines. Use to read and understand specifications e.g. Material Design iOS HIG or custom specs before designing.

teachingai
teachingai
20635

pencil-mcp-get-screenshot

Capture a visual screenshot of a specific node in a Pencil .pen file via the get_screenshot MCP tool. Use when the user explicitly mentions Pencil and needs to visually verify a design operation, check for alignment or spacing issues, or review a component after batch_design changes.

teachingai
teachingai
20635

pencil-mcp-get-style-guide-tags

Explore design style tags. Use to get design inspiration, such as 'Modern', 'Dark Mode', 'SaaS' directions.

teachingai
teachingai
20635

pencil-mcp-get-style-guide

Retrieve detailed style guide metadata (color palettes, typography rules, visual specs) by tags or ID from Pencil via the get_style_guide MCP tool. Use when the user explicitly mentions Pencil and needs to apply a specific visual style, retrieve theme colors and fonts, or look up a style guide by keyword tags.

teachingai
teachingai
20635

pencil-mcp-get-variables

Read design token variables (colors, fonts, spacing) from a Pencil .pen file via the get_variables MCP tool. Use when the user explicitly mentions Pencil and needs to list design tokens, check the current theme, or retrieve variable IDs for use in batch_design operations.

teachingai
teachingai
20635

pencil-mcp-open-document

Open or create a design document. Use when you need to initialize design tasks, create new files, or switch to specific designs.

teachingai
teachingai
20635

pencil-mcp-replace-all-matching-properties

Batch replace matching style properties (colors, fonts, sizes) across nodes in a Pencil .pen file via the replace_all_matching_properties MCP tool. Use when the user explicitly mentions Pencil and needs to globally swap colors, update font families, migrate to a new brand style, or batch-adjust spacing across frames.

teachingai
teachingai
20635

pencil-mcp-search-all-unique-properties

Search and list all unique values for specific properties (fills, fonts, spacing) across nodes in a Pencil .pen file via the search_all_unique_properties MCP tool. Use when the user explicitly mentions Pencil and needs to audit design consistency, find all colors or font sizes used, or identify inconsistent styles.

teachingai
teachingai
20635

pencil-mcp-set-variables

Set or update design variables. Use to establish or maintain a Design Token system.

teachingai
teachingai
20635

pencil-mcp-snapshot-layout

Capture a structural snapshot of the node tree in a Pencil .pen file via the snapshot_layout MCP tool, optionally filtering to only show layout problems. Use when the user explicitly mentions Pencil and needs to analyze page hierarchy, check for clipped or overlapping elements, or prepare for layout adjustments.

teachingai
teachingai
20635

pencil-skill-creator

Factory skill for creating new pencil-ui-design-system-* skills. Use when you need to add support for a new design system layui antd bootstrap element uview uviewpro vant ucharts echarts etc. to the Pencil ecosystem.

teachingai
teachingai
20635

pencil-ui-design-spec-generator

Translates high-level user requirements into a PENCIL_PLAN: a strict sequence of Pencil MCP tool calls (open_document, set_variables, batch_design, get_screenshot). Use when the user explicitly mentions Pencil and wants to plan a design task, generate a step-by-step design spec, or create a login form, dashboard, or design system initialization plan.

teachingai
teachingai
20635

pencil-ui-design-system-antd

Initialize Ant Design (antd) design tokens and component overview frames in a Pencil .pen file. Use when the user mentions Pencil with Ant Design or antd, needs to set up antd color palette and typography variables, or wants to create component library frames for Button, Form, Table, Modal, and other antd components.

teachingai
teachingai
20635

pencil-ui-design-system-bootstrap

Initialize Bootstrap design tokens and component overview frames in a Pencil .pen file. Use when the user mentions Pencil with Bootstrap, needs to set up Bootstrap color palette and typography variables, or wants to create component library frames for Grid, Card, Modal, Navbar, and other Bootstrap components.

teachingai
teachingai
20635

pencil-ui-design-system-echarts

Initialize ECharts chart theme tokens and data visualization placeholder frames in a Pencil .pen file. Use when the user mentions Pencil with ECharts, needs to set up chart color palette and axis tokens, or wants to create placeholder frames for Line, Bar, Pie, Radar, and other ECharts chart types.

teachingai
teachingai
20635

pencil-ui-design-system-element

Initialize Element Plus design tokens and component overview frames in a Pencil .pen file. Use when the user mentions Pencil with Element Plus or Element UI, needs to set up Element color palette and typography variables, or wants to create component library frames for Button, Table, Form, Dialog, and other Element components.

teachingai
teachingai
20635

pencil-ui-design-system-layui

Initialize Layui design tokens and component overview frames in a Pencil .pen file. Use when the user mentions Pencil with Layui or layui-vue, needs to set up Layui color palette and typography variables, or wants to create component library frames for Button, Table, Form, Menu, and other Layui components.

teachingai
teachingai
20635

pencil-ui-design-system-ucharts

Initialize uCharts chart theme tokens and data visualization placeholder frames in a Pencil .pen file. Use when the user mentions Pencil with uCharts or qiun-data-charts, needs to set up chart series colors and axis tokens, or wants to create placeholder frames for Line, Bar, Pie, Radar, and other uCharts chart types.

teachingai
teachingai
20635

pencil-ui-design-system-uview

Initialize uView 2.x design tokens and component overview frames in a Pencil .pen file. Use when the user mentions Pencil with uView 2.x (not uView Pro), needs to set up uView color palette and typography variables, or wants to create component library frames for Button, Form, Cell, Tabs, and other uView components.

teachingai
teachingai
20635

pencil-ui-design-system-uviewpro

Initialize uView Pro design tokens and component overview frames in a Pencil .pen file. Use when the user mentions Pencil with uView Pro or uviewpro, needs to set up uView Pro color palette and typography variables, or wants to create component library frames for Button, Form, Tabs, Navbar, and other uView Pro components.

teachingai
teachingai
20635

spring-ai-alibaba

Provides comprehensive guidance for Spring AI Alibaba including Alibaba Cloud AI services integration, model APIs, and AI application development. Use when the user asks about Spring AI Alibaba, needs to use Alibaba Cloud AI services, or integrate AI capabilities in Spring applications.

teachingai
teachingai
20635

spring-ai

Provides comprehensive guidance for Spring AI including AI model integration, prompt templates, vector stores, and AI applications. Use when the user asks about Spring AI, needs to integrate AI models, implement RAG applications, or work with AI services in Spring.

teachingai
teachingai
20635

spring-boot

Provides comprehensive guidance for Spring Boot development including project creation, auto-configuration, dependency injection, web development, data access, security, testing, and deployment. Use when the user asks about Spring Boot, needs to create Spring Boot applications, configure Spring Boot, or implement Spring Boot features.

teachingai
teachingai
20635

spring-cloud-alibaba

Provides comprehensive guidance for Spring Cloud Alibaba including Nacos, Sentinel, RocketMQ, and Alibaba Cloud integration. Use when the user asks about Spring Cloud Alibaba, needs to use Alibaba Cloud services, implement service discovery with Nacos, or work with Spring Cloud Alibaba components.

teachingai
teachingai
20635

spring-cloud

Provides comprehensive guidance for Spring Cloud microservices including service discovery, configuration management, load balancing, circuit breakers, API gateways, and distributed tracing. Use when the user asks about Spring Cloud, needs to build microservices, implement service discovery, or work with Spring Cloud components.

teachingai
teachingai
20635

spring-data-jpa

Provides comprehensive guidance for Spring Data JPA including repositories, entity management, query methods, and database operations. Use when the user asks about Spring Data JPA, needs to work with JPA repositories, implement data access layers, or configure JPA in Spring.

teachingai
teachingai
20635

spring-security

Provides comprehensive guidance for Spring Security including authentication, authorization, OAuth2, JWT, and security best practices. Use when the user asks about Spring Security, needs to implement security in Spring applications, configure authentication, or work with security features.

teachingai
teachingai
20635

stitch-design-md

Analyze Stitch projects and synthesize a semantic design system into DESIGN.md. Use when the user wants to extract a style guide, create visual consistency across Stitch screens, or document design tokens (colors, typography, spacing) from existing Stitch designs. Retrieves screens via Stitch MCP and outputs a markdown design system file.

teachingai
teachingai
20635

stitch-mcp-create-project

Create a new Stitch project container via MCP create_project. Use when starting a new design task, app idea, or fresh workspace in Stitch. Extracts a meaningful title from the user request, returns both the full resource name (projects/{id}) and numeric projectId needed for subsequent screen generation.

teachingai
teachingai
20635

stitch-mcp-generate-screen-from-text

Generate high-fidelity UI screens or wireframes from text descriptions via Stitch MCP generate_screen_from_text. Use when the user wants to create, design, or visualize a UI screen using Stitch. Supports MOBILE, DESKTOP, TABLET, and SMART_WATCH device types with Gemini Pro or Flash models.

teachingai
teachingai
20635

stitch-mcp-get-project

Retrieve detailed metadata of a specific Stitch project including design theme, fonts, device type, and screen instances. Use when you need project context before generating new screens or to verify project existence. Requires the project resource name in projects/{id} format.

teachingai
teachingai
20635

stitch-mcp-get-screen

Retrieve full details of a specific Stitch screen including HTML code, screenshot URL, and metadata. Use when you need to export screen code, analyze generated HTML structure, or feed screen data into a framework conversion skill. Requires projectId and screenId as numeric IDs.

teachingai
teachingai
20635

stitch-mcp-list-projects

List all Stitch projects accessible to the user, returning project names, titles, update times, and thumbnails. Use when the user wants to resume work on an existing Stitch project, browse available projects, or obtain a projectId for screen generation. Supports owned and shared project filters.

teachingai
teachingai
20635

stitch-mcp-list-screens

List all screens within a specific Stitch project, returning screen names, titles, thumbnails, and device types. Use when the user wants to browse generated designs, find a specific screen to iterate on, or select a screenId for export via get_screen. Requires projectId in projects/{id} format.

teachingai
teachingai
20635

stitch-react-components

Convert Stitch designs into modular Vite/React components with validation and design token consistency. Uses Stitch MCP get_screen to retrieve design JSON and HTML; supports high-reliability fetch via scripts; enforces modular structure, type safety, and theme-mapped Tailwind.

teachingai
teachingai
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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
20635

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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.