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Agent Skills

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speckit-checklist-zh

基于用户需求为当前功能生成定制检查清单的专业工具。专门用于需求质量验证,生成"英语的单元测试",验证需求的完整性、清晰度和一致性。触发词:speckit-checklist、检查清单、需求验证、质量检查、checklist、requirements validation、质量审查、spec review

checklistrequirements-validationquality-assurancespecification-review
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openspec-implementation-cn

以测试与验证为先的方式,按序执行并实现已批准的规范提案。用于实施变更、应用提案、执行规范任务或按已批准计划构建。触发词包括 "openspec开发", "开发", "实施" "实现提案", "应用变更", "执行规范", "按顺序完成任务", "构建功能", "开始实施"。

openspec开发实施变更规范执行功能构建
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openspec-implementation

Implements approved specification proposals by working through tasks sequentially with testing and validation. Use when implementing changes, applying proposals, executing spec tasks, or building from approved plans. Triggers include "openspec implement", "implement", "apply change", "execute spec", "work through tasks", "build feature", "start implementation".

implementation-workflowspecification-documentsfeature-implementationtesting
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ai-multimodal

Process and generate multimedia content using Google Gemini API. Capabilities include analyze audio files (transcription with timestamps, summarization, speech understanding, music/sound analysis up to 9.5 hours), understand images (captioning, object detection, OCR, visual Q&A, segmentation), process videos (scene detection, Q&A, temporal analysis, YouTube URLs, up to 6 hours), extract from documents (PDF tables, forms, charts, diagrams, multi-page), generate images (text-to-image, editing, composition, refinement). Use when working with audio/video files, analyzing images or screenshots, processing PDF documents, extracting structured data from media, creating images from text prompts, or implementing multimodal AI features. Supports multiple models (Gemini 2.5/2.0) with context windows up to 2M tokens. | Sử dụng khi: AI, LLM, vision, embedding, phân tích hình ảnh, Gemini API.

google-geminimultimodalimage-processingaudio-processing
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research

Use when you need to research, analyze, and plan technical solutions that are scalable, secure, and maintainable. | Sử dụng khi: nghiên cứu, tìm hiểu, khám phá, học về, tài liệu.

research-methodologyproblem-framingtechnical-explorationscalability
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shopify

Build Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, Polaris UI components, and Liquid templating. Capabilities include app development with OAuth authentication, checkout UI extensions for customizing checkout flow, admin UI extensions for dashboard integration, POS extensions for retail, theme development with Liquid, webhook management, billing API integration, product/order/customer management. Use when building Shopify apps, implementing checkout customizations, creating admin interfaces, developing themes, integrating payment processing, managing store data via APIs, or extending Shopify functionality. | Sử dụng khi: Shopify, cửa hàng online, thương mại điện tử, Liquid.

shopifye-commerceapi-integrationliquid
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chrome-devtools

Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging. | Sử dụng khi: chụp màn hình, tự động hóa trình duyệt, debug web, performance, network.

browser-automationpuppeteerdebuggingperformance-analysis
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devops

Deploy and manage cloud infrastructure on Cloudflare (Workers, R2, D1, KV, Pages, Durable Objects, Browser Rendering), Docker containers, and Google Cloud Platform (Compute Engine, GKE, Cloud Run, App Engine, Cloud Storage). Use when deploying serverless functions to the edge, configuring edge computing solutions, managing Docker containers and images, setting up CI/CD pipelines, optimizing cloud infrastructure costs, implementing global caching strategies, working with cloud databases, or building cloud-native applications. | Sử dụng khi: triển khai, Docker, Kubernetes, CI/CD, container, cấu hình server.

cloudflaredockerkubernetesci-cd
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web-frameworks

Build modern full-stack web applications with Next.js (App Router, Server Components, RSC, PPR, SSR, SSG, ISR), Turborepo (monorepo management, task pipelines, remote caching, parallel execution), and RemixIcon (3100+ SVG icons in outlined/filled styles). Use when creating React applications, implementing server-side rendering, setting up monorepos with multiple packages, optimizing build performance and caching strategies, adding icon libraries, managing shared dependencies, or working with TypeScript full-stack projects. | Sử dụng khi: Next.js, Nuxt, SvelteKit, framework web, SSR, SSG.

web-frameworknext.jsturborepossr
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repomix

Package entire code repositories into single AI-friendly files using Repomix. Capabilities include pack codebases with customizable include/exclude patterns, generate multiple output formats (XML, Markdown, plain text), preserve file structure and context, optimize for AI consumption with token counting, filter by file types and directories, add custom headers and summaries. Use when packaging codebases for AI analysis, creating repository snapshots for LLM context, analyzing third-party libraries, preparing for security audits, generating documentation context, or evaluating unfamiliar codebases. | Sử dụng khi: đóng gói repo, pack codebase, context cho AI.

repomixcodebase-packagingai-optimizationrepository-analysis
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docs-seeker

Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results. Use when user needs: (1) Topic-specific documentation (features/components/concepts), (2) Library/framework documentation, (3) GitHub repository analysis, (4) Documentation discovery with automated agent distribution strategy | Dùng khi tìm tài liệu, hướng dẫn, docs, documentation, api docs, tham khảo.

documentation-searchllms-txtautomated-agentgithub-repository-analysis
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mcp-management

Manage Model Context Protocol (MCP) servers - discover, analyze, and execute tools/prompts/resources from configured MCP servers. Use when working with MCP integrations, need to discover available MCP capabilities, filter MCP tools for specific tasks, execute MCP tools programmatically, access MCP prompts/resources, or implement MCP client functionality. Supports intelligent tool selection, multi-server management, and context-efficient capability discovery. | Sử dụng khi: quản lý MCP, tool server, kết nối external tools.

mcptool-integrationmulti-server-managementapi-integration
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ui-styling

Create beautiful, accessible user interfaces with shadcn/ui components (built on Radix UI + Tailwind), Tailwind CSS utility-first styling, and canvas-based visual designs. Use when building user interfaces, implementing design systems, creating responsive layouts, adding accessible components (dialogs, dropdowns, forms, tables), customizing themes and colors, implementing dark mode, generating visual designs and posters, or establishing consistent styling patterns across applications. | Sử dụng khi: CSS, Tailwind, SCSS, theme, dark mode, responsive.

shadcn-uiradix-uitailwind-cssdark-mode
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template-skill

Replace with description of the skill and when Factory should use it. | Sử dụng khi: skill mẫu, template, ví dụ skill.

templateexampleskill-templateplaceholder
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skill-creator

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Factory's capabilities with specialized knowledge, workflows, or tool integrations. | Sử dụng khi: tạo skill mới, custom skill, skill template.

skill-templatecustom-skillworkflowstool-integration
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backend-development

Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), testing strategies, security best practices (OWASP Top 10), performance optimization, scalability patterns (microservices, caching, sharding), DevOps practices (Docker, Kubernetes, CI/CD), and monitoring. Use when designing APIs, implementing authentication, optimizing database queries, setting up CI/CD pipelines, handling security vulnerabilities, building microservices, or developing production-ready backend systems. | Sử dụng khi xây dựng API, server, backend, máy chủ, xử lý dữ liệu, endpoint, microservices.

nodejspythongorust
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payment-integration

Implement payment integrations with SePay (Vietnamese payment gateway with VietQR, bank transfers, cards) and Polar (global SaaS monetization platform with subscriptions, usage-based billing, automated benefits). Use when integrating payment processing, implementing checkout flows, managing subscriptions, handling webhooks, processing bank transfers, generating QR codes, automating benefit delivery, or building billing systems. Supports authentication (API keys, OAuth2), product management, customer portals, tax compliance (Polar as MoR), and comprehensive SDK integrations (Node.js, PHP, Python, Go, Laravel, Next.js). | Sử dụng khi: thanh toán, Stripe, PayPal, checkout, đăng ký, subscription.

payment-gatewaysubscription-managementwebhookOAuth
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media-processing

Process multimedia files with FFmpeg (video/audio encoding, conversion, streaming, filtering, hardware acceleration) and ImageMagick (image manipulation, format conversion, batch processing, effects, composition). Use when converting media formats, encoding videos with specific codecs (H.264, H.265, VP9), resizing/cropping images, extracting audio from video, applying filters and effects, optimizing file sizes, creating streaming manifests (HLS/DASH), generating thumbnails, batch processing images, creating composite images, or implementing media processing pipelines. Supports 100+ formats, hardware acceleration (NVENC, QSV), and complex filtergraphs. | Sử dụng khi: xử lý hình ảnh, video, audio, FFmpeg, ImageMagick, chuyển đổi media.

ffmpegimagemagickmedia-processingvideo-processing
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Debugging

Systematic debugging framework ensuring root cause investigation before fixes. Includes four-phase debugging process, backward call stack tracing, multi-layer validation, and verification protocols. Use when encountering bugs, test failures, unexpected behavior, performance issues, or before claiming work complete. Prevents random fixes, masks over symptoms, and false completion claims. | Sử dụng khi gặp lỗi, bug, test fail, không hoạt động, crash, exception, sửa lỗi, debug.

debuggingbug-trackingroot-cause-analysistest-failures
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frontend-dev-guidelines

Frontend development guidelines for React/TypeScript applications. Modern patterns including Suspense, lazy loading, useSuspenseQuery, file organization with features directory, MUI v7 styling, TanStack Router, performance optimization, and TypeScript best practices. Use when creating components, pages, features, fetching data, styling, routing, or working with frontend code.

reacttypescriptfrontendperformance-optimization
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code-review

Use when receiving code review feedback (especially if unclear or technically questionable), when completing tasks or major features requiring review before proceeding, or before making any completion/success claims. Covers three practices - receiving feedback with technical rigor over performative agreement, requesting reviews via code-reviewer subagent, and verification gates requiring evidence before any status claims. Essential for subagent-driven development, pull requests, and preventing false completion claims. | Sử dụng khi review code, đánh giá code, xem xét PR, pull request, cải thiện chất lượng code.

code-reviewpull-requestcode-qualitydeveloper-guidance
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threejs

Build immersive 3D web experiences with Three.js - WebGL/WebGPU library for scenes, cameras, geometries, materials, lights, animations, loaders, post-processing, shaders (including node-based TSL), compute, physics, VR/XR, and advanced rendering. Use when creating 3D visualizations, games, interactive graphics, data viz, product configurators, architectural walkthroughs, or WebGL/WebGPU applications. Covers OrbitControls, GLTF/FBX loading, PBR materials, shadow mapping, post-processing effects (bloom, SSAO, SSR), custom shaders, instancing, LOD, animation systems, and WebXR. | Sử dụng khi: đồ họa 3D, hoạt hình 3D, WebGL, game, visualization.

threejsWebGL3d-graphicsshader-programming
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better-auth

Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework. Features include email/password authentication with verification, OAuth providers (Google, GitHub, Discord, etc.), two-factor authentication (TOTP, SMS), passkeys/WebAuthn support, session management, role-based access control (RBAC), rate limiting, and database adapters. Use when adding authentication to applications, implementing OAuth flows, setting up 2FA/MFA, managing user sessions, configuring authorization rules, or building secure authentication systems for web applications. | Sử dụng khi xác thực, đăng nhập, login, auth, OAuth, session, bảo mật, phiên đăng nhập.

typescriptOAuthtwo-factor-authenticationsession-management
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aesthetic

Create aesthetically beautiful interfaces following proven design principles. Use when building UI/UX, analyzing designs from inspiration sites, generating design images with ai-multimodal, implementing visual hierarchy and color theory, adding micro-interactions, or creating design documentation. Includes workflows for capturing and analyzing inspiration screenshots with chrome-devtools and ai-multimodal, iterative design image generation until aesthetic standards are met, and comprehensive design system guidance covering BEAUTIFUL (aesthetic principles), RIGHT (functionality/accessibility), SATISFYING (micro-interactions), and PEAK (storytelling) stages. Integrates with chrome-devtools, ai-multimodal, media-processing, ui-styling, and web-frameworks skills. | Sử dụng khi: thiết kế giao diện đẹp, UI/UX, màu sắc, typography, animation, micro-interactions.

uiux-designcolor-theorymicrointeractions
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mobile-development

Build modern mobile applications with React Native, Flutter, Swift/SwiftUI, and Kotlin/Jetpack Compose. Covers mobile-first design principles, performance optimization (battery, memory, network), offline-first architecture, platform-specific guidelines (iOS HIG, Material Design), testing strategies, security best practices, accessibility, app store deployment, and mobile development mindset. Use when building mobile apps, implementing mobile UX patterns, optimizing for mobile constraints, or making native vs cross-platform decisions. | Sử dụng khi: ứng dụng di động, React Native, Flutter, iOS, Android.

mobile-developmentreact-nativeflutterswift
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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, or applications. Generates creative, polished code that avoids generic AI aesthetics. | Sử dụng khi: thiết kế frontend, wireframe, mockup, prototype.

frontendhtml-cssresponsive-designwireframing
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sequential-thinking

Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification. Use for complex problem decomposition, adaptive planning, analysis needing course correction, problems with unclear scope, multi-step solutions, and hypothesis-driven work. | Sử dụng khi: suy nghĩ từng bước, phân tích, vấn đề phức tạp, chia nhỏ.

problem-framinghypothesis-testingcritical-thinkingcomplex-problem-solving
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databases

Work with MongoDB (document database, BSON documents, aggregation pipelines, Atlas cloud) and PostgreSQL (relational database, SQL queries, psql CLI, pgAdmin). Use when designing database schemas, writing queries and aggregations, optimizing indexes for performance, performing database migrations, configuring replication and sharding, implementing backup and restore strategies, managing database users and permissions, analyzing query performance, or administering production databases. | Sử dụng khi làm việc với cơ sở dữ liệu, database, SQL, query, truy vấn, schema, migration.

mongodbpostgresqlsql-querydatabase-migration
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planning

Use when you need to plan technical solutions that are scalable, secure, and maintainable. Create implementation plans, architecture designs, feature roadmaps. | Sử dụng khi cần lên kế hoạch, thiết kế kiến trúc, phân tích tính năng, đề xuất giải pháp, roadmap.

scalabilitysecuritymaintainabilityarchitecture-design
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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). | Sử dụng khi: tạo MCP server, xây dựng tool server.

mcp-sdkpythonnodejsapi-integration
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Problem-Solving Techniques

Apply systematic problem-solving techniques for complexity spirals (simplification cascades), innovation blocks (collision-zone thinking), recurring patterns (meta-pattern recognition), assumption constraints (inversion exercise), scale uncertainty (scale game), and dispatch when stuck. Techniques derived from Microsoft Amplifier project patterns adapted for immediate application. | Dùng khi giải quyết vấn đề, tìm giải pháp, phân tích, tối ưu, thuật toán, bị kẹt.

problem-framingdecision-makingcritical-thinkingassumption-challenging
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redux-state-management

Master Redux Toolkit for production state management including slices, async thunks, RTK Query, and error handling

reduxredux-toolkitstate-managementasync-thunks
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react-performance

Master React performance optimization with memoization, code splitting, profiling, and Web Vitals monitoring

reactperformance-optimizationmemoizationcode-splitting
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component-library

Build production-grade, accessible, and tested component libraries with Storybook, Chromatic, and design tokens

component-librarystorybookchromaticdesign-tokens
pluginagentmarketplace
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next-js-framework

Build production-grade React apps with Next.js 14 App Router, Server Components, and Edge Runtime

nextjsreactweb-frameworkserver-components
pluginagentmarketplace
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react-router

Master React Router v6 for production routing with error boundaries, lazy loading, and navigation guards

react-routerreactroutinglazy-loading
pluginagentmarketplace
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react-testing-library

Write production-grade React tests with Testing Library, MSW, and comprehensive coverage patterns

reacttesting-librarymswunit-testing
pluginagentmarketplace
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react-hooks-patterns

Master React Hooks including useState, useEffect, useContext, useReducer, and custom hooks with production-grade patterns

reactreact-hooksuseStateuseEffect
pluginagentmarketplace
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swift-testing

Test Swift applications - XCTest, Swift Testing, UI tests, mocking, TDD, CI/CD

swiftxctestui-testingtdd
pluginagentmarketplace
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swift-networking

Handle networking in Swift - URLSession, async/await, Codable, API clients, error handling

swiftiosnetworkingurlsession
pluginagentmarketplace
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swift-concurrency

Master Swift concurrency - async/await, actors, structured concurrency, Sendable, TaskGroups

swiftconcurrencyasync-awaitstructured-concurrency
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swift-core-data

Persist data with Core Data - models, contexts, fetch requests, migrations, SwiftData

core-dataswiftpersistencemigrations
pluginagentmarketplace
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swift-architecture

Master iOS/macOS app architecture - MVVM, Clean Architecture, Coordinator, DI, Repository

iosmacosmvvmclean-architecture
pluginagentmarketplace
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swift-fundamentals

Master Swift programming fundamentals - syntax, types, optionals, protocols, error handling

swiftiossyntaxerror-handling
pluginagentmarketplace
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swift-combine

Master Combine framework for reactive programming - publishers, subscribers, operators, schedulers

swiftcombinereactive-programmingpublishers
pluginagentmarketplace
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swift-macos

Build macOS applications - AppKit, windows, menus, system integration, distribution

swiftmacosappkitdesktop-app
pluginagentmarketplace
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swift-spm

Master Swift Package Manager - dependencies, creating libraries, publishing, local packages

swiftswift-package-managerdependency-managementpackage-publishing
pluginagentmarketplace
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swift-uikit

Master UIKit for iOS app development - views, view controllers, Auto Layout, table/collection views

swiftiosuikitauto-layout
pluginagentmarketplace
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swift-swiftui

Build modern UIs with SwiftUI - views, state management, animations, navigation

swiftswiftuiiosstate-management
pluginagentmarketplace
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swift-ios-basics

Build iOS applications - project setup, app lifecycle, Info.plist, capabilities

iosswiftapp-lifecycleproject-setup
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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.