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Agent Skills

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frontend-design

Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples include websites, landing pages, dashboards, React components, HTML/CSS layouts, or when styling/beautifying any web UI). Generates creative, polished code and UI design that avoids generic AI aesthetics.

teachingai
teachingai
26649

code-generator

Generates production-ready code scaffolds, functions, classes, and project structures across Python, TypeScript, Java, and Go. Use when the user asks to generate code from templates, scaffold a new project, create boilerplate classes or modules, or automate repetitive code creation tasks.

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-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-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-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-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-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-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

mybatis-plus-generator

Generates MyBatis-Plus code (Entity, Mapper, Service, ServiceImpl, Controller, DTO, VO, BO) from database tables. Supports MVC and DDD architectures, Java and Kotlin, with standard CRUD and custom methods. Use ONLY when the user explicitly mentions MyBatis-Plus or mybatis-plus-generator; do NOT trigger for JPA, Hibernate, or other ORMs.

teachingai
teachingai
26649

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).

teachingai
teachingai
26649

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
26649

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
26649

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
26649

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
26649

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
26649

gitlab-ci

Provides comprehensive guidance for GitLab CI/CD including pipeline configuration, runners, artifacts, environments, and deployment automation. Use when the user asks about GitLab CI, needs to create pipelines, configure runners, or automate builds and deployments.

teachingai
teachingai
26649

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
26649

maven-search

Provides comprehensive guidance for searching and retrieving Maven components from Maven Central Repository (https://repo1.maven.org/maven2/). This skill enables searching by groupId, artifactId, version, and other coordinates, retrieving component metadata (POM files, JARs, sources, Javadoc), querying version history, and analyzing dependencies. Use when the user needs to find, verify, or retrieve Maven dependencies, check component versions, analyze dependency trees, or work with Maven coordinates.

teachingai
teachingai
26649

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
26649

java-code-comments

Adds JavaDoc comments to Java code following industry standards. Covers class-level, method-level, and field-level comments for Controller, Service, ServiceImpl, Mapper, Entity, BO, DTO, VO, and other component types. Use when the user wants to add comments to Java code, generate JavaDoc documentation, or systematically document a Java codebase.

teachingai
teachingai
26649

documentation-builder

Generates structured technical documentation including API docs (OpenAPI/Swagger), README files, user guides, developer guides, and changelogs. Use when the user needs to create or improve project documentation, generate API reference docs, write onboarding guides, or structure documentation for a codebase.

teachingai
teachingai
26649

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
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-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
26649

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
26649

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
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

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-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-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-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

github-actions

Provides comprehensive guidance for GitHub Actions including workflow creation, CI/CD pipelines, secrets management, matrix strategies, and reusable workflows. Use when the user asks about GitHub Actions, needs to create workflows, automate processes, or configure CI/CD.

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

cloudformation

Provides comprehensive guidance for AWS CloudFormation including templates, stacks, parameters, and infrastructure automation. Use when the user asks about CloudFormation, needs to create AWS infrastructure as code, manage stacks, or implement AWS IaC best practices.

teachingai
teachingai
26649

ansible

Provides comprehensive guidance for Ansible automation including playbooks, roles, inventory, and module usage. Use when the user asks about Ansible, needs to automate IT tasks, create Ansible playbooks, or manage infrastructure with Ansible.

teachingai
teachingai
26649

webapp-testing

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

teachingai
teachingai
26649

web-artifacts-builder

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

teachingai
teachingai
26649

theme-factory

Applies professional color and font themes to slides, documents, reports, and HTML pages. Includes 10 pre-set themes (Ocean Depths, Sunset Boulevard, Modern Minimalist, etc.) with hex palettes and font pairings, plus on-the-fly custom theme generation. Use when the user wants to style or re-theme any visual artifact.

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

test-writer

Generates unit, integration, and end-to-end tests using frameworks like pytest, Jest, JUnit, and Playwright. Use when the user needs to write tests for existing code, create test suites for a module, add edge-case coverage, or set up a testing framework from scratch.

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

postgresql

Guides PostgreSQL development including table design, indexing, constraints, PL/pgSQL, JSONB, full-text search, window functions, CTEs, EXPLAIN ANALYZE tuning, backup/restore, replication, and extensions like pgvector. Use when the user needs to write or optimize PostgreSQL queries, design schemas, or manage PostgreSQL databases.

teachingai
teachingai
26649

algorithmic-art

Creates gallery-quality algorithmic art using p5.js with seeded randomness, interactive parameter controls, and seed navigation, outputting a single self-contained HTML artifact with Anthropic branding. Use when the user requests generative art, algorithmic art, flow fields, particle systems, or code-based visual art using p5.js.

teachingai
teachingai
26649

adobe-xd

Guides creation of UI/UX designs, interactive prototypes, reusable components, and design specs in Adobe XD. Use when the user asks about Adobe XD artboards, prototype links, repeat grids, component states, design tokens export, or developer handoff.

teachingai
teachingai
26649

ddd4j-project-creator

A comprehensive skill for creating new ddd4j (Domain-Driven Design for Java) projects based on ddd4j-boot framework. Use ONLY when the user explicitly mentions creating a ddd4j project, initializing ddd4j project, or setting up ddd4j-boot project. Supports three project types: single-module monolith, multi-module monolith, and microservices.

teachingai
teachingai
26649

ddd-microservices

Provides comprehensive guidance for DDD in microservices including bounded contexts, service boundaries, event-driven architecture, and microservice patterns. Use when the user asks about DDD microservices, needs to design microservices with DDD, or implement microservice architectures.

teachingai
teachingai
26649

ddd-event-driven

Provides comprehensive guidance for event-driven architecture including domain events, event sourcing, CQRS, and event patterns. Use when the user asks about event-driven architecture, needs to implement event-driven systems, or work with domain events.

teachingai
teachingai
26649

redis

Guides Redis usage including data structures (strings, hashes, lists, sets, sorted sets), caching patterns, pub/sub, persistence (RDB/AOF), clustering, and Lua scripting. Use when the user needs to implement caching, session storage, rate limiting, queues, or any Redis-based data layer.

teachingai
teachingai
26649

canvas-design

Creates museum-quality visual art as .png or .pdf by first generating a design philosophy manifesto, then expressing it on canvas with precise composition, color palettes, and typography. Use when the user asks to create a poster, art piece, visual design, or static creative piece. Outputs original designs using design-forward principles.

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.