AiFlow 是一个通用 AI Agent Skill 合集。当前收录 103 个可公开使用的 Skill，已排除 ByteDance 内部平台、内部鉴权和内部基础设施相关 Skill。
AiFlow/
├── README.md
├── LICENSE
├── scripts/
│ └── install.sh # 一键安装脚本
└── skills/
├── README.md # Skill 详细索引
├── ai-image-generation/
├── hyperframes/
├── golang-best-practices/
└── ...
默认安装到 ~/.trae/skills：
bash scripts/install.sh安装到其他 Agent：
# Claude Code
bash scripts/install.sh --target claude
# Coco / OpenClaw
bash scripts/install.sh --target coco
# 自定义目录
bash scripts/install.sh --target-dir ~/.claude/skills只安装单个 Skill：
bash scripts/install.sh --skill golang-best-practices查看可安装 Skill：
bash scripts/install.sh --list| Skill | 描述 |
|---|---|
| ai-image-generation | Generate AI images with FLUX, Gemini, Grok, Seedream, Reve and 50+ models via inference.sh CLI. Models: FLUX Dev LoRA, FLUX.2 Klein LoRA, Gemini 3 Pr… |
| ai-video-generation | Generate AI videos with Google Veo, Seedance, Wan, Grok and 40+ models via inference.sh CLI. Models: Veo 3.1, Veo 3, Seedance 1.5 Pro, Wan 2.5, Grok… |
| background-removal | Remove backgrounds from images with BiRefNet via inference.sh CLI. Model: BiRefNet (high accuracy background removal). Use for: product photos, portr… |
| baoyu-image-gen | [Deprecated: use baoyu-imagine] AI image generation with OpenAI, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedre… |
| baoyu-imagine | AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream and Replicate API… |
| gpt-image-2 | 面向 GPT Image 2 的图像生成 / 编辑技能。可在 3 种环境下使用：(A) Garden 本地模式，通过 OpenAI 兼容接口直接出图并落盘；(B) Host-Native 模式，把本 Skill 当作提示词工程指引，把渲染好的 prompt 交给宿主 Agent 自带的图像工具出图… |
| nano-banana-2 | Generate images with Google Gemini 3.1 Flash Image Preview (Nano Banana 2) via inference.sh CLI. Capabilities: text-to-image, image editing, multi-im… |
| Skill | 描述 |
|---|---|
| animejs | Anime.js adapter patterns for HyperFrames. Use when writing Anime.js animations or timelines inside HyperFrames compositions, registering animations… |
| contribute-catalog | Author a new HyperFrames registry block (caption style, VFX block, transition, lower third) or component (text effect, overlay, snippet) and ship it… |
| css-animations | CSS animation adapter patterns for HyperFrames. Use when authoring CSS keyframes, animation-delay based timing, animation-fill-mode, animation-play-s… |
| gsap | GSAP animation reference for HyperFrames. Covers gsap.to(), from(), fromTo(), easing, stagger, defaults, timelines (gsap.timeline(), position paramet… |
| hyperframes | Create video compositions, animations, title cards, overlays, captions, voiceovers, audio-reactive visuals, and scene transitions in HyperFrames HTML… |
| hyperframes-cli | HyperFrames CLI dev loop — npx hyperframes for scaffolding (init), validation (lint, inspect), preview, render, and environment troubleshooting (do… |
| hyperframes-media | Asset preprocessing for HyperFrames compositions — text-to-speech narration (Kokoro), audio/video transcription (Whisper), and background removal for… |
| hyperframes-registry | Install and wire registry blocks and components into HyperFrames compositions. Use when running hyperframes add, installing a block or component, wir… |
| lottie | Lottie and dotLottie adapter patterns for HyperFrames. Use when embedding lottie-web JSON animations, .lottie files, @lottiefiles/dotlottie-web playe… |
| remotion-to-hyperframes | Translate an existing Remotion (React-based) video composition into a HyperFrames HTML composition. Use ONLY when the user explicitly asks to port, c… |
| tailwind | Tailwind CSS v4.2 browser-runtime patterns for HyperFrames compositions. Use when scaffolding or editing projects created with `hyperframes init --ta… |
| three | Three.js and WebGL adapter patterns for HyperFrames. Use when creating deterministic Three.js scenes, WebGL canvas layers, AnimationMixer timelines,… |
| typegpu | TypeGPU and raw WebGPU adapter patterns for HyperFrames. Use when creating GPU-rendered compositions with TypeGPU, raw WebGPU, WGSL fragment shaders,… |
| waapi | Web Animations API adapter patterns for HyperFrames. Use when authoring element.animate() motion, Animation currentTime seeking, document.getAnimatio… |
| web-video-presentation | 把一篇文章或口播稿，做成"看起来像视频"的点击驱动 16:9 网页演示，可选合成口播音频。流程：原始文章 → 一次产出口播稿 + outline 开发计划 → 用户一次对齐 5 件事（稿子 / outline / 主题 / 素材 / 开发模式）→ 网页开发（逐章 / 顺序 / 并行… |
| website-to-hyperframes | 将网站内容捕获并制作成 HyperFrames 视频，适合站点宣传和产品导览。 |
| Skill | 描述 |
|---|---|
| architecture-diagram | Create polished dark-themed architecture diagrams as self-contained HTML+SVG files. Use when the user asks for system, infrastructure, cloud, securit… |
| baoyu-article-illustrator | Analyzes article structure, identifies positions requiring visual aids, generates illustrations with Type × Style × Palette three-dimension approach.… |
| baoyu-comic | Knowledge comic creator supporting multiple art styles and tones. Creates original educational comics with detailed panel layouts and sequential imag… |
| baoyu-cover-image | Generates article cover images with 5 dimensions (type, palette, rendering, text, mood) combining 11 color palettes and 7 rendering styles. Supports… |
| baoyu-diagram | Create professional, dark-themed SVG diagrams of any type — architecture diagrams, flowcharts, sequence diagrams, structural diagrams, mind maps, tim… |
| baoyu-image-cards | Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes. Breaks content into 1-10 cartoon-style image cards op… |
| baoyu-infographic | Generate professional infographics with 21 layout types and 22 visual styles. Analyzes content, recommends layout×style combinations, and generates p… |
| baoyu-slide-deck | Generates professional slide deck images from content. Creates outlines with style instructions, then generates individual slide images. Use when use… |
| baoyu-xhs-images | [Deprecated: use baoyu-image-cards] Generates Xiaohongshu (Little Red Book) image card series with 12 visual styles, 8 layouts, and 3 color palettes.… |
| excalidraw-skill | Programmatic canvas toolkit for creating, editing, and refining Excalidraw diagrams via MCP tools with real-time canvas sync. Use when an agent needs… |
| fireworks-tech-graph | 生成技术图表，支持架构图、流程图、数据流、时序图等，并导出 SVG/PNG。 |
| Skill | 描述 |
|---|---|
| aihot | AI HOT (aihot.virxact.com) 中文 AI 资讯查询 Skill。当用户想知道"今天 AI 圈有什么"、"AI 日报"、"AI HOT"、"AI 资讯"、"AI 热点"、"最近 AI"、"OpenAI/Anthropic/Google 最近发布了什么"、"AI hot tod… |
| baoyu-danger-gemini-web | Generates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images for vision… |
| baoyu-danger-x-to-markdown | Converts X (Twitter) tweets and articles to markdown with YAML front matter. Uses reverse-engineered API requiring user consent. Use when user mentio… |
| baoyu-format-markdown | Formats plain text or markdown files with frontmatter, titles, summaries, headings, bold, lists, and code blocks. Use when user asks to "format markd… |
| baoyu-markdown-to-html | Converts Markdown to styled HTML with WeChat-compatible themes. Supports code highlighting, math, PlantUML, footnotes, alerts, infographics, and opti… |
| baoyu-post-to-wechat | Posts content to WeChat Official Account (微信公众号) via API or Chrome CDP. Supports article posting (文章) with HTML, markdown, or plain text input, and i… |
| baoyu-post-to-weibo | Posts content to Weibo (微博). Supports regular posts with text, images, and videos, and headline articles (头条文章) with Markdown input via Chrome CDP. U… |
| baoyu-post-to-x | Posts content and articles to X (Twitter). Supports regular posts with images/videos and X Articles (long-form Markdown). In Codex, honor explicit re… |
| baoyu-translate | Translates articles and documents between languages with three modes - quick (direct), normal (analyze then translate), and refined (analyze, transla… |
| baoyu-url-to-markdown | Fetch any URL and convert to markdown using baoyu-fetch CLI (Chrome CDP with site-specific adapters). Built-in adapters for X/Twitter, YouTube transc… |
| baoyu-wechat-summary | Summarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a nor… |
| baoyu-youtube-transcript | Downloads YouTube video transcripts/subtitles and cover images by URL or video ID. Supports multiple languages, translation, chapters, and speaker id… |
| content-creator | 面向博客、社交媒体和营销材料的内容创作 Skill，强调受众与传播效果。 |
| humanizer-zh | 去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。 |
| tech-doc-style-chinese | 在撰写、改写或审阅中文技术文档、文档首页、产品文案、界面文案、Markdown 文档或接口说明时使用。采用克制、准确、可扫读的中文技术写作风格：避免第二人称和宣传腔，统一使用直角引号，在可见正文中处理中文与英文或数字的留白，不改动代码字面量、JSON 键名、URL、API 路径等机器可读内容。如项… |
| youtube-clipper | YouTube 视频智能剪辑，支持章节分析、片段裁剪、双语字幕和总结文案。 |
| Skill | 描述 |
|---|---|
| architecture-patterns | Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when de… |
| database-migration | Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating… |
| docker-expert | You are an advanced Docker containerization expert with comprehensive, practical knowledge of container optimization, security hardening, multi-stage… |
| go-backend-microservices | Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns |
| golang-best-practices | Comprehensive Go/Golang development best practices covering project structure, error handling, concurrency, testing, performance optimization, and co… |
| golang-patterns | Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications. |
| microservices-patterns | Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed system… |
| nodejs-backend-patterns | Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database inte… |
| postgresql-table-design | Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patter… |
| python-performance-optimization | Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bo… |
| redis-development | Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search wi… |
| Skill | 描述 |
|---|---|
| code-review-excellence | Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale… |
| code-simplifier | Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "cle… |
| e2e-testing-patterns | Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment.… |
| karpathy-guidelines | Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical… |
| ralph-loop | Complete setup for automated agent-driven development. Define features as user stories with testable acceptance criteria, then run AI agents in a loo… |
| receiving-code-review | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires… |
| release-skills | Universal release workflow. Auto-detects version files and changelogs. Supports Node.js, Python, Rust, Claude Plugin, GitHub Releases, annotated tags… |
| requesting-code-review | Use when completing tasks, implementing major features, or before merging to verify work meets requirements |
| systematic-debugging | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes |
| test-driven-development | Use when implementing any feature or bugfix, before writing implementation code |
| verification-before-completion | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirmin… |
| Skill | 描述 |
|---|---|
| brainstorming | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user inten… |
| challenge-before-optimize | Question whether a requirement, process, feature, rule, report, meeting, approval step, or automation should exist before optimizing it. Use when the… |
| dispatching-parallel-agents | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies |
| executing-plans | Use when you have a written implementation plan to execute in a separate session with review checkpoints |
| finishing-a-development-branch | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by pres… |
| first-principles-thinking | Socratic coach for breaking down problems to fundamental truths. Use when users want to think through a problem deeply, challenge assumptions, or fin… |
| pi-planning-with-files | Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use w… |
| planning-with-files | Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use w… |
| project-planner | 将复杂项目拆解为任务、里程碑、依赖和时间线。 |
| self-improving-agent | A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuous… |
| skill-creator | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or op… |
| subagent-driven-development | Use when executing implementation plans with independent tasks in the current session |
| using-git-worktrees | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace e… |
| using-superpowers | Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying… |
| writing-plans | Use when you have a spec or requirements for a multi-step task, before touching code |
| writing-skills | Use when creating new skills, editing existing skills, or verifying skills work before deployment |
| Skill | 描述 |
|---|---|
| agent-browser | Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons,… |
| amap | 通过脚本直连高德 Web Service API 完成地理编码、逆地理编码、IP 定位、天气、路径规划、距离测量和 POI 查询。用户要求“高德/AMap 查询”“路线规划”“地理编码”“POI 搜索”或需要用命令行脚本调用高德 API 时使用。 |
| apple-notes | Manage Apple Notes via the memo CLI on macOS (create, view, edit, delete, search, move, and export notes). Use when a user asks OpenClaw to add a n… |
| apple-reminders | Manage Apple Reminders via remindctl CLI (list, add, edit, complete, delete). Supports lists, date filters, and JSON/plain output. |
| baoyu-compress-image | Compresses images to WebP (default) or PNG with automatic tool selection. Use when user asks to "compress image", "optimize image", "convert to webp"… |
| caveman | 超压缩沟通模式，在保留技术准确性的同时显著减少表达长度。 |
| document-skills | Professional document creation, editing, and analysis for Office formats (docx, pdf, pptx, xlsx). Use when working with Word documents, PDFs, PowerPo… |
| find-skills | Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or… |
| frontend-design | Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages,… |
| gstack | 快速无头浏览器 QA 与站点体验测试工具，支持交互、截图和问题证据采集。 |
| huashu-nuwa | 「女娲造人」Skill，可基于人物或主题提炼思维框架并生成角色 Skill。 |
| kb-retriever | 面向本地知识库目录的检索和问答助手。核心流程：(1)分层索引导航 (2)遇到PDF/Excel时必须先读取references学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep、Read、pdfplumber、pandas 进行渐进式检索，避免整文件加载。用户问题涉及"从知识库目录… |
| tavily-search | 通过 Tavily CLI 执行网页搜索，返回适合 LLM 使用的搜索结果。 |
| video-use | Edit any video by conversation. Transcribe, cut, color grade, generate overlay animations, burn subtitles — for talking heads, montages, tutorials, t… |
| web-design-engineer | 面向高质量 Web 视觉制品的设计工程 Skill，覆盖审美方向、实现与自检。 |
将所需 Skill 目录复制到 Agent 的 skills 目录即可：
cp -R skills/golang-best-practices ~/.trae/skills/
cp -R skills/golang-best-practices ~/.claude/skills/同步时排除以下类型：
- 名称以
bytedance-、bits-、eopsx-、feishu-cli-开头的 Skill。 - 依赖内部平台、内部域名、内部鉴权、内部发布或监控系统的 Skill。
- 明确服务于内部研发流程或内部基础设施的 Skill。
本项目中的各 Skill 保留其原始许可证。详见各 Skill 目录内的 LICENSE 文件；如目录内没有单独许可证，则遵循来源项目的原始授权说明。