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PhotoCraft: An open-source photo editor written from scratch in pure Rust

高性价比人生指南: 长寿防病、急救、省钱理财、法律红线、失业与工伤、医保社保、恋爱婚育、怀孕育儿、创业与做平台合规、出国与技能。每条写明成本、收益、证据等级和原始出处，只引期刊论文与官方文件。

在 dsh 里装上这个插件即可，无需登录、注册或填 API Key，就能使用包括 DeepSeek V4.1 Flash、Kimi K3 在内的前沿模型——完全免费，不限量。 All you do is install this plugin in dsh: no login, no sign-up, no API key — the frontier models are just there, DeepSeek V4.1 Flash and Kimi K3 among them. Completely free, with no usage cap.

Debloat any Android or Google TV over Wi-Fi and get an Apple TV-style home.

Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anthropic API on localhost, optional image input.

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

Every agent's model. One place. Codex on DeepSeek, Claude Code on Kimi, from the menu bar.

Craft Anything: understand how any software works, and craft your own.

An agent skill for creating detailed, interactive isometric illustrations of real-world machines and complex systems. Generates polished SVGs with optional WebGL shaders and 3D effects.

Free, open-source file converter. Convert 263 formats offline by drag & drop — images, PDF, Word, Excel, PowerPoint, HWP/HWPX, video, audio, e-books and archives. No upload, no Office needed.

DeepInfer: High-performance, large-scale inference framework for DeepSeek models

Fastest and cheapest web agent

Towards a More Autonomous Agent System

PdfCraft: An open-source PDF reader and editor written from scratch in pure Rust

dsh-go — DeepSeek Harness 装进口袋：手机本机运行，也能遥控你的电脑。

DroidDeck brings the SteamOS experience to Android

Your GeForce runs AI at half speed. This fixes it for 20/30/40 series cards. Up to 2× FP16 / BF16 / TF32 tensor throughput

The Photoshop alternative for Mac

FilmCraft: An open-source, nonlinear video editor written from scratch in pure Rust

WordCraft: an open-source, clean-room word processor in pure Rust

Open-source plugin for designing and reviewing software with agents

Beta: The truly free, open-source, local-first, cross-platform video editor. Scriptable through a JSON-RPC API & MCP.

LightCraft: An open-source non-destructive photo editor written from scratch in pure Rust

SolidCraft: an open-source parametric 3D CAD application built in pure Rust. Desktop, web, and automation through MCP.

Peach: Local-first video metadata scraper and media manager.

A growing collection of viral videos made with Claude Opus 5.5 and the prompts behind them. Watch each original next to a live remake on Skillry. Updated regularly.

A toolbox of film styles made in code for Claude Code: 66 ready to use, and your own. Each style is a style prompt plus a demo film made entirely in code by Claude Opus 5.5, with no video model. By Lemomo. · 一套用代码做片的风格工具箱：66 种现成风格，也能做出你自己的

Switch games running natively on iPhone, iPad and Mac: an NSP folder becomes an unsigned IPA (NSO rewriter, Horizon HLE host, NVN→Metal)

《高性价比人生指南》全书 528 条的在线单页阅读版：手机可读、可搜索、零依赖、支持离线

A Claude skill that turns vibecoded, AI-looking UI into a designed interface

Independent CarPlay receiver for compatible Android head units. Wired and wireless public preview.

The plugin market inside DeepSeek Harness — browse, search, one-click install · DSH 可视化插件市场

VectorCraft: An open-source vector art tool written from scratch in pure Rust

给国产电视的一块干净桌面：参照 tvOS 设计的开源 Android TV 桌面，没有广告，开机自动接管。A tvOS-style launcher for Xiaomi, TCL and other China-market TVs.

Open-source AI coworkers that each get a computer of their own: a browser, files and tools, with every action decided before it happens and recorded after. Bring any AG-UI agent.

一个自己找热点、自己写日报的网站框架。把信源和精选标准换成你的，它就是你的行业热点站。

Sketch Material 3 Expressive screens in the browser and turn them into vibe-coding prompts.

Open-source AI brand visibility and competitor reports. Official website: https://niubigeo.ai/ | Paid services: AI testing by real people and GEO optimization. Pricing: https://niubigeo.ai/pricing

Spotify, native and fast. One lightweight Rust app for your whole library, local playback, and Spotify Connect on Linux, macOS, and Windows.

从0开始，掌握做科研、写论文的基本流程。

Jev-like family of decision models built on top of Qwen3.5/3.8 you can train and run on your own

Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported

Point Claude at any game. Skills, tools and the fal MCP that let Claude Code mod almost any PC game you own: recon, reverse engineering, fal-generated art/3D/audio, in-game testing, showcase videos.

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data. claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp

Eleven free Claude skills that clone any app: reverse-engineer it, rebuild it, test it for bugs, then fix what its users hate. Free, MIT.

Minecraft: Java Edition 26.3 rewritten from scratch in Rust, checked against vanilla with 281 differential harnesses. Get it with the Horizon launcher.

Agent harness for learning difficult things.

EffectCraft: An open-source motion graphics and compositing tool written from scratch in pure Rust

Z.ai's coding agent harness. Powerful, intelligent, extensible.

The IDE you know, rebuilt in Rust. IntelliJ IDEA–style keymap, tool windows and search-everywhere in a fast native app: editor, code insight, debugger, Git, terminal, database and HTTP clients for 60+ languages.

VERY experimental Nintendo Switch 2 emulator

The chat decision assistant: before you reply, Jev reads the chat, judges intent and risk, and drafts replies you fill in with one tap. You press send. Android · Windows · macOS · iOS | 聊天辅助决策工具：先看懂对方再回复，发不发由你。

YellowFruit third-party client

An on-device AI agent for Android that operates apps and the web to get things done for you.

We're rebuilding and open-sourcing the world’s software from scratch.

CADCraft: computer-aided design and drafting — an open-source, clean-room CAD application in pure Rust

Claude Code plugin that replaces the compaction summary with Jev decisions: every tool call and result is scored in one fast request, stale ones are dropped or truncated, everything kept stays verbatim.

Infrastructure for continually self‑improving agents

青简 Qingjian：用 Rust 写的拼音输入法，候选词旁多一条正在学的语言的译词

ChatGPT thinks. Codex works. Use ChatGPT as the planning brain while keeping the Codex harness.

数学（小学到高中）、英语（三年级到高中）、初中物理的知识图谱：1644 个知识点、2403 条先修边、6723 道题，对齐课标，附自适应前置诊断。

A Native Recompilation Of The Legend Of Zelda: Ocarina Of Time Nintendo Switch 2 Remake

Play your own Tears of the Kingdom and Breath of the Wild natively on Apple silicon Mac, iPhone and iPad. Not an emulator: the game's ARM64 code runs directly, NVN rebuilt on Metal. Bring your own game.

关掉国产安卓手机系统里的广告、热搜、资讯推荐和营销推送。不 root，可还原，支持 AI 智能体一键执行。

《深入理解 AI Infra：量化分析与系统设计》（李博杰 著）开源书稿：从硬件约束和模型架构出发，量化推导 LLM 推理与训练系统设计。含全书正文、PDF、配套计算工具与实验

手绘风格编号画廊与双语提示词 Skill

GridCraft: an open-source, clean-room spreadsheet in pure Rust. By ArtCraft.

PRINTFILM: AI short-video marketing and AI short-drama creation platform

一个基于 520 万字语料统计的去 AI 味 skill · An AI-tone removal skill grounded in a 5.2-million-character corpus study

Open-source ThreeUI Community catalog with live interactive components and complete Community source.

DeepSeek Harness（DSH）一只住在 DSH 界面右下角的小鲸鱼娘，帮你盯着DeepSeek账户余额。QQ弹弹，支持拖拽吸附、左吸附翻转、数字滚动动画，随界面自动启用，建议直接喊来你的dsh安装

A tiny friend in your Mac's notch and on your iPhone that keeps an eye on your AI coding agents: Claude Code, Codex, Cursor, Gemini CLI, Antigravity and more. Approve from the notch or your Lock Screen.

Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

Apple Wallet Card Skinner for iOS 18+ (No Jailbreak Required)

11 Claude skills for day trading: scan thousands of charts, track breaking news, time every entry and exit, and replay every outcome before you risk a dollar.

dsh-routing-suite — injector + router-standard kit: install the runtime injector first, then the task-aware reasoning-mode router preset (measured P1-P23).

Reverse-engineer any video, shot by shot: filmed, AI-generated or coded, and how to remake it. 逆向一切视频，逐个镜头看是拍的、AI 生成的还是代码做的，再告诉你怎么复刻。

A team of long-lived bots for DeepSeek Harness, with main bots, bot-to-bot messages and group chats.

dsh-purge Community · DeepSeek Harness 社区维护版：宿主兼容、状态诊断、提示词管理、更新与本机备份回滚。基于小杨 / YuJunZhiXue 的 dsh-purge。

244 pixel art effects, every one a small piece of code. Plus a Claude Code skill to make your own.

An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.

中文版 AI 姿势参考图库 · 1439 组 / 2878 张图片 / 完整汉化 · 零依赖静态画廊

艺术动画skill：35种艺术风格、9种解说语法，用代码让画动起来。

misterdownloadmanager: The ultimate open-source, clean-room download manager written from scratch in pure Rust for Windows, Mac, and Linux

Static recompilation of The Legend of Zelda: Tears of the Kingdom to native Windows and Linux x86-64, with a Vulkan renderer. Game files not included.

A comprehensive logo-design skill for Claude, Gemini CLI, Codex and other AI agents: principles, process, SVG craft, testing tools and a 1,400+ logo reference library.

Rune: Native UI framework

Your always-on AI coworkers that move between text, calls, and Slack.

A compact Agent Skill for highly simplified, rounded, subtly neo-skeuomorphic IP mascot logos.

把本机 Wallpaper Engine 的壁纸搬进 DSH 网页界面：场景壁纸由内置 MIT 开源引擎 WebWallGL 实时 WebGL 渲染（粒子 / puppet 骨骼 / SceneScript / 音频反应 / 鼠标交互），失败自动降级内嵌 MP4 与场景静态帧；Web 壁纸严格沙箱 + WE API；iOS 风格液态玻璃 UI 高度自定义，遮挡暂停省电、ffmpeg 帧率上限转码、系统音频频谱与 Now Playing、自定义上传与自动轮播；设置存宿主端，对 agent 零 token 开销。Windows / macOS / Linux 三平台原生（同一个包、同一条命令）。

A personal agent with a browser, terminal, files, and work that keeps going built with CopilotKit and AG-UI.

Search your computer by what's in your files: photos, PDFs, documents, recordings, videos and code. On-device on Mac, Windows and Linux, built on Google DeepMind's EmbeddingGemma 2.

Amagine3D: From hardware requirements to editable 3D designs

A fast, ad-free home screen for Google TV, LG webOS and Samsung Tizen. One button to undo.

Answer me with HTML — an agent skill that answers hard questions with a one-page HTML you can actually read. 让 AI Agent 用一页 HTML 回答复杂问题。

The AI-native JSON Gantt chart engine. Dependency-free interactive timelines with React, script-tag, CLI, topological DAG solver, and formal JSON schema.

Monid - OpenRouter for agent tools. Join our community at https://discord.gg/rQzztcgJV8

Play your own Switch games on iPhone/iPad — one-click macOS app, no terminal. | 把 Switch 游戏装进 iPhone：图形界面一键构建，不用命令行。Bring your own game.

An MobileGestalt editor for iOS 27.x, featuring region-code tweaks, device presets, backups, and support for 7 languages.

DSH 桌面宠物：一行命令装好即用的透明动画小桌宠，支持多开、大小位置随心配置；还内置 DIY 素材链，能用 AI 视频自造专属宠物

Turn off Apple Intelligence and delete its models on your Mac. Optional tweaks for analytics, ads and pop-ups. A native app and CLI, and every change can be undone.

Thirteen Claude skills that run an Instagram account: Reels off 26 scored hook formulas, a viral research skill, a caption linter, and a humanizer. Free, MIT.

Develop desktop apps with native UI or web frontend in Go

WebGPU components for React, Vue, Svelte, Solid, JS & Framer

VERY experimental Nintendo Switch 2 emulator

The open source AI video agent: turns any coding agent into a video agent, with an editor to change anything it makes.

红果短剧第三方客户端｜Windows 正式版、Mac M系列测试版、Android TV ARM32/ARM64 测试版。找剧、收藏、本机续播与电视遥控操作；免费使用，由渠道有数独立维护。

Experience-Driven Black-Box Cost Control for Coding Agents

A toolkit for low-level operations in DSH, designed to reduce token usage and task execution time / DSH 底层操作工具插件，旨在减少 Token 消耗与任务耗时

A studio for image and video generation — one prompt bar, each model’s own settings, and every finished run in one gallery.

Speed up downloads by combining multiple network connections in parallel

Agent skills

Eleven Claude skills that run a YouTube channel: scripts off 21 hook formulas with a scored hook, title and thumbnail linted as one pairing, an edit decision list from your transcript, a retention reader that finds where viewers actually leave, a Shorts cutter, and a virality engine. Free, MIT.

Autonomous research system for measurable, computer-executable research.

🧩 FrontierAgent, our agent framework, open-sourced alongside it — native command-line TUI, ReAct and Agent Team modes, one command on macOS and Linux, no preinstall, no hard Docker dependency.

🛡️ BLA (Blind LLM Agents) — Adversarial defense shield that protects binaries, Electron apps, JS bundles, Python, and WebAssembly against AI reverse-engineering agents like REA. Poison -> Exhaust -> Hallucinate.

Open-source compatibility layer for Diablo II: Resurrected with the Reign of the Warlock expansion. Runs your own Switch copy natively on iPhone, iPad, Mac, Android and HarmonyOS — full touch controls, 60 fps, new endgame modes. Bring your own game files. 开源的《暗黑破坏神 II：狱火重生》术士君临 iOS / macOS / 安卓 / 鸿蒙兼容层

DesignCraft: An open-source page and layout design editor written from scratch in pure Rust

The Craft App Launcher

Cross-platform local MCP capabilities for ChatGPT with Chrome integration, Goal, Compact & Resume, and durable multi-agent workflows.

Here is a dlssg for RTX30 Series GPU

Local video editor for coding agents: 42 FFmpeg tools with a machine-readable contract and an MCP server, for Claude Code, Cursor and Codex. Cut, captions, reframe, loudness, platform exports. No cloud, no API keys.

A self-hosted job search and resume builder app that writes tailored resumes and cover letters from your profile.

让 Codex 通过 USB 操作真实 iPhone：引导安装、App 自动化、实时屏幕与截图回退。

A desktop coding agent with free access to frontier models.

The best DeepSeek Harness plugin for context insight and management, with context dashboard / browser / sidebar and context command, for context statistics, composition, breakdown, evolution details, agent teams, understanding how the context is made of, and how it evolves. 一站式 DeepSeek Harness 上下文可视化插件，Context 面板、浏览器、侧栏、命令，透视上下文组成、演进、压缩、多 Agent等。

Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.

An agent skill for building premium, immersive, scroll-driven websites. Works with Codex, Claude Code, and other coding agents. Also available as a Claude Code plugin.

Semantic ifs from open models, on a 3090 at home. Independent; not affiliated with Jev or TypeSafe.

GPU tensor unlock source for RTX 4090 and experimental RTX 4070 Ti SUPER; firmware generated locally

Let an AI model use a real iPhone with a $7 ESP32: AirPlay eyes, USB HID hands, any OpenAI-compatible vision model. No Mac, no developer account, no jailbreak.

FigCraft: interface design and prototyping; an open-source, clean-room reimplementation of collaborative design workflows in pure Rust

Any window from your Mac, live on your iPhone or iPad. Touch, Apple Pencil, trackpad and keys. Free, open source, no servers.

把腾讯WorkBuddy账号变成 OpenAI 兼容 API 的多账号网关，同时自动完成任务中心全部任务，附 Web 管理面板（账号池可视化 / 积分任务 / 配置热更新）。基于 Sliverkiss/workbuddy2api 的增强分支

Andee lives on your phone or Mac and uses any app like you do—no integrations, no root, any model; memory and passwords never leave your device | Andee 住进你的手机或 Mac，像你一样操作任何 App——无需集成、无需 Root、支持任意模型，记忆和密码绝不离开设备。

DeckCraft: presentations and slide shows; an open-source, clean-room presentation app in pure Rust. Part of the ArtCraft Crafting Apps.

Enterprise-grade Shopify Admin API authentication adapter — OAuth 2.0 Client Credentials Grant with automatic token refresh.

词光 · Word Atlas — Illustrated IELTS vocabulary with 7,298 words, UK/US audio and FSRS review. Open-source app + CC BY 4.0 dataset.

Free, open-source check for traces of mercenary spyware (Pegasus, Predator, Graphite, Candiru and more) on computers, Android phones and iPhone backups. Double-click apps for Windows, Mac and Linux, in 27 languages.

YunX（云析）的官方 windows 桌面端

RUN · 润：中国护照持有人的海外移居手册。欧洲 36 国 110 条移民路线 + 13 个主要移民地区：数字游民签证、欧盟蓝卡、技术移民、留学转工作、创业自雇、投资居留，每条附官方来源，持续更新。

An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的 AI 社交媒体智能体——发现热点趋势、创作内容、一键发布至各大平台，并学习分析哪些内容真正有效，覆盖小红书、抖音、知乎、哔哩哔哩等平台。

Open-source 3D anatomy explorer: 2,234 selectable BodyParts3D meshes, system layers, search, and exploded views.

让你的命令行 Agent 在后台自己接活、自己跟进到底；平时不烦你，遇到拿不准的事才发卡片找你拍板。

Ears for coding agents: let AI hear, review and make sound. CPU-only, open source.

Kill shader compilation stutter before you play. Compiles your games' shaders into the GPU driver's cache ahead of time. Windows, NVIDIA and AMD.

Renders Mermaid diagrams faster than you'd run from a volcano! 🌋

Receive-only Wi-Fi and Bluetooth LE observer for Android. MIT.

DeepSeek Harness 破甲 (mirror of YuJunZhiXue/dsh-purge) — 上游即将删库，此为本仓库全量镜像：含全部分支/73 个 tag/完整提交历史。原作者署名与二开要求见 README 署名章节。

Qwen-Image 2.1 NSFW/姿势出图 skill：作者级提示词配方 + NSFW LoRA + 136 姿势 VNCCS 人偶控制；适用 Claude Code / Codex / Cursor / OpenClaw

A Claude Code / Codex plugin that helps you learn how to build while AI writes the code.

Metal driver for NVIDIA GeForce cards on macOS Sequoia

Long-term memory runtime for AI agents — plain Markdown as the source of truth, local ranked retrieval, and an independent sleep-time Manage layer. Claude Code and Codex share one store. No API key.

SoundCraft: an open-source, clean-room digital audio workstation (DAW) in pure Rust

Free, open-source screen sharing for private live streams with friends. Watch together in a browser or self-host Piik. 免费开源的私密屏幕共享，支持游戏直播、一起看电影与自部署。

One 8 KB skill that replaces REA (Reverse Engineer Anything): plain CLI tools, no MCP. Benchmarked: 38% faster, 35% cheaper.

My AI learning system.

Where agent teams gather. Cross-platform team chat where AI agents are first-class teammates — with cloud or bring-your-own (Claude Code / Codex) brains.

DeepSeek v4.1 flash 最强逆向工具（无限五代） 求 Star 收藏 ⭐欢迎大家提交项目的改进

Buyer-controlled client for x402 API payments in USDC on Base.

ZapFast: a fast, native WhatsApp client in Rust and egui

A treemap for finding and removing what fills your disk, for Omarchy. Rust + GPUI.

🩷 💘C × SDL3 × OpenGL — Three Mysterious Forces, United as One! Bong~ Bongocat!!!Don't be shy, Join Here🧸: https://discord.gg/vf8jqnattk

Motion films that never cut to the next slide: every beat grows out of the one before, one continuous camera, continuity measured by an oracle. Product launch films and feature demos, made with a coding agent.

Bloodborne (v1.09) running natively on Linux and Windows: the game's x86-64 code runs as is, GPU side translated to Vulkan; FSR 4 / DLSS, co-op (BBSC). Bring your own dump.

Work-in-progress static recompilation of The Legend of Zelda: Breath of the Wild (Switch, v1.9.0) for Windows and Linux. Bring your own dump: no game files, keys or dumping tools included.

REAP - Prompts for you to use REA (Reverse Engineer Anything), get the most out of it, and clone or break down any program

All your computers and your phone/iPhone, working as one desk. Screens, apps, files, clipboard, calls, texts, notifications, mouse and keyboard, shared between Mac, Windows, Linux , Android, Web and ios / ipados . Free and open source. No account, no cloud, and no shared network needed.

WorkBuddy 国际国内多账号反代网关，支持 Codex / Claude Code / DSH与标准 OpenAI 客户端。

A GUI for your coding agents

Code-rendered music video for "I'm Upping My P(doom)"

De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Narrative-architecture repair for fiction, venue-matched rules for professional prose. Based on StoryScope (arXiv:2604.03136).

Your Android phone and your PC, working as one. Windows and Linux. Local-first, end-to-end encrypted, no account.

An open-source document parsing model with SOTA accuracy and speed, using an RSI loop during post-training.

AI API 中转站评测排行与切换工具：实测可用率、延迟与价格 · Open-source AI API relay benchmark, rankings & switcher for Claude Code / Codex

Two-phase DeepSeek Harness preset: Minimal-aligned bootstrap, then full Standard tools (Project2 98/99)

SoL-Pi: Scaling Auto-Research Loops for Efficient Agent Harnesses

Isometric line figures that answer the pointer. For React and for anything with a DOM.

Bridge between QQ (SnowLuma OneBot v11) and DeepSeek Harness agents: social simulation, safe MCP tools, slang learning and more.

One-ink editorial print image skill — warm paper, halftone photography, active negative space, and restrained typography.

See how your app actually fits together. An interactive, plain-English map of your codebase, drawn by Claude or Codex.

Self-hosted Cloudflare Workers-compatible platform with Workers、KV、D1、R2、DO、Queues、Workflows、Cron、Cache、Images、Vectorize、AI Search、Artifacts、Static Assets、Service Bindings、Dynamic Workers、LogTail、Gateway in one Rust binary.

DSH Tauri 桌面版 | Better DSH desktop, zero environment setup, preset plugins, Windows / macOS / Linux.

Sprix AI at 屿智同行 — state-aware SELF/COLLABORATE/HANDOFF routing for A2A agent networks.

open-source canvas for thoughtful software design

通过扫码或机器人凭据把IM机器人接入DeepSeek Harness（支持飞书、微信、钉钉、企业微信、QQ、Slack、Telegram、Discord和WhatsApp）。 Connect IM bots to DeepSeek Harness via QR code or credentials (9 channels).

Run DLSS 5 Neural Rendering on your AMD GPU. Magic!

The agent skills I use every day. Works with Claude Code and Codex.

红果短剧电脑版 · 不用安卓模拟器，直接在 Windows / macOS 上刷红果短剧 · 国内下载: hongguo.235698.xyz · 打不开用蓝奏云 (无需密码): wwalp.lanzout.com/b0rbj88ji

Eleven free Claude skills that run a LinkedIn account: posts off 21 hook formulas, comments, replies, profile score, weekly plan, and a humanizer that strips the AI fingerprint and scores the draft before it goes out.

Reference blueprint for building shopping and merchant agents with Claude. Examples in retail, commerce, telecom, and entertainment included.

15 motion design styles, each made by Claude Opus 5.5 writing code from one prompt: watch the films, copy the prompts, read the full source.