ai-ugc 话题在 GitHub 上没有填写简介，这里按 Star 数汇总最相关的热门仓库。
ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.
Open AI UGC — Arcads 和 MakeUGC 的免费开源替代方案。使用 Veo 3.1、Seedance 2、Grok Video 和 Happy Horse 1，生成带有真实 AI 演员的 AI UGC 视频广告。在Next.js + Stripe + MUAPI上自托管。
Open-source visual AI UGC workflow dashboard powered by Higgsfield and OpenAI
Claude Skill for Seedance 2.5 / 2.0 prompt engineering (ByteDance, Dreamina, Jimeng, Doubao) — 6-block formula, @reference roles, staging, AI-UGC realism layer, native audio & lip-sync, debug matrix.
Generate images and videos with 40 open-source AI models from one prompt bar—free, self-hosted, no subscriptions.
Other AI ad tools generate first and hope — this one proves first. Finds winning ads, clones their timing, blocks AI-slop prompts, ships 5 hooks. Runs Veo 3.1 + Nano Banana on your Gemini subscription, not the API. Claude Code skill for AI UGC and every ad type.
Best AI UGC video generators (2026): a curated list of AI UGC ad tools, AI actor platforms, creator marketplaces and free research tools for TikTok and Meta ads.
15 responsible fill-in AI UGC ad templates for demos, unboxings, testimonials, comparisons, hooks, and product videos.
AI Persona Academy · APA AI Ad Factory: Reference-first AI-UGC ad research, autonomous video ad generation, and performance marketing automation.
Slide-Easy for Mac: turn your App Store link into Instagram Reels and carousels (AI UGC, made on your Mac). $49 once.
Compare 34 AI UGC & Avatar Video Generators (2026): lowest monthly pricing, free trial rules, commercial ad ToS traps, and API/MCP server support for TikTok Shop, Shopify & Amazon FBA ads — plus Done-For-You AI UGC creatives & China factory/Yiwu sourcing Apify MCP scrapers.
Free Seedance 2.0 / Seedance 2.5 / Seedance Mini (Doubao Seedance / ByteDance Seedance) prompt optimizer and prompt engineering tool for TikTok UGC product videos, TikTok Shop ads, TikTok ads, AI UGC ads, native e-commerce creatives, lifestyle videos, and short-form product demos by Oumomo AI