Monthly topic · Oct 2026 · Completed

Oct AI Video Generation Tips

This collection includes hands-on content from October 2026 in the Chinese-speaking community about AI video generation: prompts and tests for models such as Seedance, Muse, Wan, and Kling, along with methods for recreating viral hits, character consistency, storyboarding, and linking long videos, plus complete workflows for agents and open-source projects. Suited to creators who want to produce videos reliably with AI.

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27 posts · 24 creators · 2.2M total viewsLast updated Nov 3

Key takeaways

Drawn from 27 posts
  1. 1

    A common workflow for recreating viral hits: break down the original video, use an image model to produce reference images, then hand them to Seedance to generate the final video.

  2. 2

    To create a fixed virtual character: first make a character card, then have Seedance replace the person in the viral video with that character, keeping the actions and camera shots from the original.

  3. 3

    Solve character consistency first, then pick a video model: lock the character card, actions, and materials, or add consistency anchors to the storyboard.

  4. 4

    When extending long videos, don't rely only on the last frame of the previous segment. Pin the final 22 frames unchanged to the start of the next segment for more natural motion continuity.

  5. 5

    Set the characters, camera positions, and trajectories first using a white model or a 3D workbench, then generate the video. This can reduce the cost of repeated re-rolls.

  6. 6

    Muse can split a ring of real-world footage into multiple storyboard shots and generate them segment by segment. Image quality is close to Seedance, but there are more restrictions on sensitive topics.

  7. 7

    Agent can chain scripts, storyboards, voiceovers, subtitles, and the final cut into a one-sentence workflow. Fixed formats like science explainers and stick-figure videos suit it best.

  8. 8

    Wan 3.0's quality is close to Seedance 2.5 but considerably cheaper. When the budget is limited, you can use it first for batch testing.

All postsSorted by views, high to low

01Leaf Yeah!10-01ZHFull Prompt Writing Guide for Muse Direct-Output Realistic Portrait Short Films#1啊啊啊啊😮😮!感受一下Muse直出的视频! 你觉得能干翻Seedance 2.5 或 Wan 3.0么? 哪里有算力,哪里有奇迹? prompt: 生成这个视频:生成一段15秒、9:16竖屏、超高清4K、30fps、电影级真实人像质感的时尚人像短片。AI 视频生成ImageOriginal post202KLikes 1.2K
02lumxss10-11ZHOpenMontage Open-Source Project: Run the Script, Voiceover, Subtitles, and Final Cut from One Sentence#2说真的,AI 视频制作这条赛道,我快跟不上了。 刚刷到一个叫 OpenMontage 的开源项目,GitHub 当天热榜已经冲到第一。AI 视频生成ImageOriginal post187KLikes 3.4K
03李岳10-14ZHSeedance 2.5 Replicating Video Physical Motion Performance and Prompt Dependence#3Seedance 2.5除了有安全限制,复刻能力还是很给力的。 特别是物理运动表现的很逼真自然AI 视频生成ImageOriginal post164KLikes 365
04超级个体|柿子10-12ZHPlacing Characters, Drawing Trajectories, and Setting Camera Positions in a 3D Workbench to Export Storyboards说实话我自己都没想到现在 AI 影视已经到这个程度了?? 我用 Pippit @pippitofficial 的 3D Director Studio 一个人导了一段「北冥有鱼」的分镜——鲲从云层下浮出来的那一刻我自己都看愣了AI 视频生成ImageOriginal post140KLikes 42
05foyege2410-03ZHSolo Creator Makes 300+ Storyboards in Ten Days, Using White Models to Assist Sci-Fi Short Film Generation十天时间,个人手搓300多个分镜,消耗十万积分! 做出的“爱死机”克苏鲁科幻片《Onyx》 本视频80%由白模辅助生成AI 视频生成ImageOriginal post107KLikes 1.1K
06范师傅10-19ZHAI Storyboard Agent Uses Consistency Anchors to Solve Face Swapping and Style Drift前字节团队操刀,蒸馏 250 部影史名片,打造 27 万+ 电影分镜索引库,杀入影视行业。这就是专为独立导演和广告人打造的 AI 分镜 Agent —— Story2Board 用大模型做分镜,最让人头大的莫过于两件事:AI 视频生成ImageOriginal post103KLikes 1.9K
07AI Will10-10ZHAI Character DJ Video Production Steps: Generate the Character First, Then Replace with Seedance网红已死。 这个用 GPT Astra 6 制作的“AI 怪咖 DJ”,仅一条视频就获得 990 万次观看,收入 19,433 美元:AI 视频生成ImageOriginal post101KLikes 401
08观默10-31ZHPicture-Book-Style Animation Passes 10 Million Views: Midjourney Plus Seedance Combo and Three Takeaways不到一天时间,这条不到 1 分钟的动画短片直接跑出了破千万(目前近 2000 万)的播放量。 当大多数人还在用 AI 死磕逼真的好莱坞特效、卷复杂的丝滑运镜时,它却用最克制的 2D 手绘绘本风,完成了一次彻底的降维打击。AI 视频生成ImageOriginal post98KLikes 1.2K
09Levi 卧云10-22ZH8 Open-Source Repos Worth Bookmarking for AI Video and 3D玩 AI 视频 AI 3D Three.js 的兄弟姐妹们!我把自己 star 过的仓库翻了一遍,都在这了,一共 8 个,建议收藏! 1. img2threejs(约 18600 star)AI 视频生成Original post93KLikes 2.1K
10Lonely10-27ZHWriting Outfit Storyboards with Claude: Three-Image Binding Plus Seedance for Real-Person Outfit Changes🎉 全体起立!你们要的「马尔福真人换装」 全流程来了!!(提示词见评论区) 🔥 步骤极简 1. 架构大脑:Claude Pro(Opus 5.5 编写穿衣动力学分镜)AI 视频生成ImageOriginal post90KLikes 596
11三个三10-06ZHCharacter Card Plus Viral Video: Using Seedance to Swap Faces and Create a Fixed Virtual Character这波有点像2016年的电商红利 这个Luna的虚拟女生,几天就能干到上亿播放 而且制作门槛低到膝盖以下!!AI 视频生成ImageOriginal post85KLikes 964
12实践哥 Li10-04ZHShooting a Full Circle of Real-World Set Footage and Having Muse Split It into Six Storyboard Shots for Video Generation太香了,今天逛博物馆,突然发现 Muse 免费拿来做历史教育,太好用了。 馆里有一组 1000 多年前吴越国的渔村布景。 河道、码头、帆船、捕鱼归来的渔民、村落、猪羊……本来只是一个静态的微缩场景。AI 视频生成ImageOriginal post70KLikes 860
13sleepy10-24ZHGrok Imagine Generation Volume for Producing a Seven-Minute EpisodeGrok Imagine 正式放出了 AI 版《奥德赛》(The Odyssey)的第一集,时长约 7 分钟,由 Wonder Studios 和导演 Dev Walker 合作制作。AI 视频生成Original post68KLikes 291
14Eian10-19ZHUsing Opus 5.5 with an Open-Source Skill to Make Commercial-Grade Videos谁懂现在 AI 视频的商单需求有多恐怖? 这条视频发了了20 小时,我已经收到3 个私信问报价,评论区也全是求教程求提示词的。 其实制作毫无难度😂人人都可以,完全靠 Opus 5.5 + 1 个开源 Skill 独立完成。AI 视频生成ImageOriginal post68KLikes 806
15Sac10-14ZHWan 3.0 Is Unlimited to Use and Much Cheaper Than Seedance 2.5最近我一直在研究如何用 blender 白模生成视频,为的是降低抽卡成本!!!但现在完全不需要了,视频生成模型的无限 token 来了!!!Wan 3.0 现已在 Higgsfield 上开放无限使用了!AI 视频生成ImageOriginal post68KLikes 333
16Sac10-01ZHCodex Connected to Higgsfield: A Workflow Chaining Image Generation to Video这绝对是 Codex 中最能赚钱的插件组合 :Higgsfield + Computer Use Higgsfield 通过最新的 Codex 扩展接入了 Computer Use,由 GPT-6.1 Sol 驱动,AI 视频生成ImageOriginal post59KLikes 372
17实践哥 Li10-28ZHAI Short Drama: Lock Character Consistency First, Then Choose a Video Model🔥 聊聊黄果短剧怎么做。 很多人上来就纠结 Wan 还是 H3,NSFW,甚至直接研究买卡。 顺序反了。 先解决人物一致性,再考虑视频模型。先跑通工作流,再考虑买显卡。 应该效果验证通过后,再决定继续用 API,还是转向本地部署。AI 视频生成Original post57KLikes 519
18琳小航10-06ZHCollection of the Most-Bookmarked AI Video How-To Posts from the Past 30 Days来,我们继续盘! 过去一个月,相信大家都感受到AI视频的魔力了 这个赛道彻底杀疯了!各种新模型和自动化 Skill 层出不穷 到底哪些工作流才是真正能落地出片、被大家验证过的?AI 视频生成ImageOriginal post56KLikes 873
19梭哈.AI10-05ZHHands-On Test of Muse's Video Limitations and Image Quality深度测试了几天用 Muse 做视频,限制还是挺大的 擦边、性暗示、软色情,Muse是做不了的。AI 视频生成ImageOriginal post55KLikes 316
20Larus Canus10-08ZHFotor Agent Generates Visuals, Narration, Subtitles, and BGM from One Sentence🤯 做视频这件事,真的被 Agent 坍缩成一句话了! 我把「为什么我们无法超过光速?」这个选题和制作要求丢给 Fotor Agent,没想到画面、旁白、字幕、BGM,竟然都给我做好了!AI 视频生成ImageOriginal post50KLikes 48
21千寻|AI 分享 🌸10-02ZHMaking an AI Video with Consistent Character, Actions, and Materials Using Seven Prompt Segments36 条 AI 视频,涨粉 70 万! 我扒了下这套账号背后的制作方法,重点是一致性! 角色一致、动作一致、材质一致,背后有一套固定流程。 这篇把整套方法拆成了 7 段可复制提示词:角色卡 → 拆对标 → 动作里程碑 → 材质 → 出片 → 改稿AI 视频生成ImageOriginal post49KLikes 260
22向阳乔木10-15ZHAnatomy Skill for Generating Science Explainer Videos from One Sentenceanatomy 果然是最顶的科普视频生成 Skill! 用它一句话生成的视频,除了 TTS 用的豆包。AI 视频生成ImageOriginal post44KLikes 464
23烁皓10-02ZHExtending AI Videos by Pinning the Last 22 Frames of the Previous Segment有朋友问:MiniMax H3 一次最多生成 15 秒,做短剧的话,段和段之间怎么接才不突兀? 我推荐用 ComfyUI-H3-Motion-Context 的方案,项目中有直接可用的工作流示例。AI 视频生成ImageOriginal post43KLikes 666
24John10-27ZHPrompts for Seedance 2.5 to Recreate Classic Movie Iconic Scenes开屏暴击⚡️ 先啪啪两巴掌再 KissKiss💋 经典电影名场面复刻🎬 AI 演戏也能演挺好的😄AI 视频生成ImageOriginal post43KLikes 229
25MapleShaw10-25ZHKling 4.0 Character Building Prompts and Hands-On Results我去这妥妥的打在我的心巴上啊!😍太自然了! Kling 4.0 的人物塑造又精进了许多(虽然鼻子有点瑕疵)🤪AI 视频生成ImageOriginal post42KLikes 93
26烁皓10-26ZHCollection of AI Short Drama Production Skills, from Breaking Down Characters to Cutting Storyboards兄弟们,开源得做啊! 刚才 shuohao-skills 收到一笔4位数的赞助! https://t.co/OS3Ft9nV7CAI 视频生成Original post41KLikes 731
27宝玉10-28ZHOpus 5.5 Video Editing Needs No Complex Skills or TimelineOpus 5.5 发布之后,AI Agent 剪辑视频已经能替代初级剪辑师了。差不多就相当于 Claude Code 刚发布的时候一样,模型真的能自主完成复杂编程任务了,但这才刚开始,想想 Claude Code 发布才多久。AI 视频生成ImageOriginal post41KLikes 410
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