Tube Cog - YouTube Content Powered by CellCog
Create YouTube videos that get views - from Shorts to long-form tutorials to eye-catching thumbnails.
How to Use
For your first CellCog task in a session, read the cellcog skill for the full SDK reference — file handling, chat modes, timeouts, and more.
OpenClaw (fire-and-forget):
CODEBLOCK0
All agents except OpenClaw (blocks until done):
from cellcog import CellCogClient
client = CellCogClient(agent_provider="openclaw|cursor|claude-code|codex|...")
result = client.create_chat(
prompt="[your task prompt]",
task_label="my-task",
chat_mode="agent",
)
print(result["message"])
What Content You Can Create
YouTube Shorts
Vertical, snackable content for discovery:
- - Quick Tips: "Create a 45-second Short explaining one JavaScript trick"
- Reactions/Commentary: "Make a Short reacting to a viral tech moment"
- Teasers: "Create a Short teasing my upcoming full video on AI"
- Trending Formats: "Make a 'Things that just make sense' Short for programmers"
- Behind-the-Scenes: "Create a BTS Short of my content creation process"
Example prompt:
"Create a 50-second YouTube Short: 'The VS Code shortcut that changed my life'
Hook: 'Stop coding like it's 2010'
Demo: Show the multi-cursor feature
Reaction: Mind-blown moment
CTA: 'Full tutorial on my channel'
Fast-paced, screen recording style with facecam energy."
Long-Form Videos
In-depth content that builds audience:
- - Tutorials: "Create a 4-minute tutorial on building a REST API with Python"
- Explainers: "Make a 3-minute video explaining how blockchain works"
- Reviews: "Create a comprehensive review of the new MacBook Pro"
- Documentaries: "Make a mini-documentary about the history of video games"
- Essays: "Create a video essay on why minimalism is becoming popular"
Example prompt:
"Create a 4-minute YouTube video: 'Build Your First AI App in 2026'
Structure:
- - Hook (15 sec): Show the finished app
- Intro (30 sec): What we're building and why
- Setup (45 sec): Environment and dependencies
- Core tutorial (2 min): Step-by-step coding
- Testing (1 min): Run and demo
- Outro (30 sec): Next steps and subscribe CTA
Style: Educational, friendly, clear explanations. Code on screen with voiceover."
Thumbnails
Click-worthy images that drive views:
- - Reaction Thumbnails: "Create a thumbnail with shocked face and bold text"
- Tutorial Thumbnails: "Make a clean thumbnail for a coding tutorial"
- Versus Thumbnails: "Create an X vs Y comparison thumbnail"
- Listicle Thumbnails: "Make a '10 Things' style thumbnail"
- Story Thumbnails: "Create an intriguing thumbnail that hints at drama"
Example prompt:
"Create a YouTube thumbnail for: 'I Built an App in 24 Hours'
Elements:
- - Person looking stressed/determined
- Timer showing 24:00:00
- Code on screen in background
- Bold text: '24 HOURS'
Colors: Dark background, yellow/orange accents
Style: High contrast, readable at small size"
Scripts & Outlines
Content planning before production:
- - Full Scripts: "Write a complete script for a 4-minute video on productivity"
- Video Outlines: "Create a detailed outline for a product review"
- Hook Variations: "Give me 5 different hooks for my video about investing"
- CTA Scripts: "Write compelling end-screen call-to-action scripts"
YouTube Specs
| Format | Dimensions | Duration |
|---|
| Standard Video | 1920×1080 (16:9) | Up to 4 minutes |
| Shorts |
1080×1920 (9:16) | Up to 60 seconds |
| Thumbnail | 1280×720 | - |
Video Styles
| Style | Best For | Characteristics |
|---|
| Educational | Tutorials, explainers | Clear, structured, helpful |
| Entertainment |
Vlogs, reactions | Personality-driven, dynamic |
|
Professional | B2B, corporate | Polished, trustworthy |
|
Documentary | Essays, deep dives | Cinematic, researched |
|
Fast-Paced | Shorts, compilations | Quick cuts, high energy |
Chat Mode for YouTube Content
| Scenario | Recommended Mode |
|---|
| Shorts, thumbnails, scripts, standard tutorials | INLINECODE0 |
| Documentary-style content, complex video essays, multi-part series planning |
"agent team" |
Use "agent" for most YouTube content. Shorts, thumbnails, and standard videos execute well in agent mode.
Use "agent team" for complex narratives - documentaries, video essays, or content requiring deep research and storytelling craft.
Example Prompts
Educational tutorial:
"Create a YouTube tutorial: 'Docker for Beginners - Full Course'
Length: 20 minutes
Audience: Developers who've never used Docker
Chapters:
- 1. What is Docker and why use it? (3 min)
- Installing Docker (2 min)
- Your first container (4 min)
- Dockerfile basics (4 min)
- Docker Compose (4 min)
- Real-world example (3 min)
Style: Screen recording with clear voiceover. Beginner-friendly, no jargon."
Engaging Short:
"Create a YouTube Short: 'AI wrote my entire codebase'
Hook: 'I let AI write 100% of my code for a week'
Content: Quick montage of AI coding, my reactions, the chaos
Twist: 'And it actually... worked?'
CTA: 'Full video on my channel'
Fast cuts, meme energy, relatable programmer humor."
Click-worthy thumbnail:
"Create a thumbnail for: 'Why I Quit My $300K Job'
Show: Professional person walking away from office building
Expression: Confident, peaceful
Text: '$300K → QUIT' in bold
Style: Cinematic, slightly desaturated, text pops
Must be readable at small sizes."
⚠️ Important — Video Generation Expectations
AI video production for YouTube is still at the frontier of what's possible. While some users generate high-quality videos that are ready to publish, others may spend significant credits and still not achieve a usable result. Even spending thousands of credits does not guarantee a satisfactory outcome — this is the nature of where AI video technology stands today.
There is a real learning curve to generating videos with CellCog. It takes time, money, and patience. Your prompting skill, the complexity of what you're trying to create, and how well the foundation models perform on your specific request all play a role. Results improve as you develop intuition for what works, but we want to be upfront: video generation is inherently unpredictable, and there is always a risk that the output may not meet your expectations.
Tips for Better YouTube Content
- 1. Hook in 5 seconds: YouTube viewers decide instantly. Front-load the value or intrigue.
- 2. Thumbnails matter more than titles: A great video with bad thumbnail won't get clicked. Invest in thumbnail quality.
- 3. Retention > Length: A tight 8-minute video beats a padded 20-minute video. Respect viewer time.
- 4. Chapters improve watch time: Structure long videos with clear chapters. Helps SEO too.
- 5. End screens work: Ask for subscribes when viewers are most engaged (after delivering value).
- 6. Shorts feed long-form: Use Shorts to drive traffic to your main channel content.
If CellCog is not installed
Run /cellcog-setup (or /cellcog:cellcog-setup depending on your tool) to install and authenticate.
OpenClaw users: Run clawhub install cellcog instead.
Manual setup: pip install -U cellcog and set CELLCOG_API_KEY. See the cellcog skill for SDK reference.
Tube Cog - 由 CellCog 驱动的 YouTube 内容
创建能获得观看量的 YouTube 视频——从短视频到长教程再到吸睛的缩略图。
使用方法
在会话中执行第一个 CellCog 任务时,请阅读 cellcog 技能以获取完整的 SDK 参考文档——包括文件处理、聊天模式、超时设置等。
OpenClaw(即发即忘模式):
python
result = client.create_chat(
prompt=[你的任务提示],
notifysessionkey=agent:main:main,
task_label=my-task,
chat_mode=agent,
)
除 OpenClaw 外的所有代理(阻塞直至完成):
python
from cellcog import CellCogClient
client = CellCogClient(agent_provider=openclaw|cursor|claude-code|codex|...)
result = client.create_chat(
prompt=[你的任务提示],
task_label=my-task,
chat_mode=agent,
)
print(result[message])
你可以创建的内容
YouTube 短视频
适合发现的竖屏、轻量级内容:
- - 快速技巧:创建一个 45 秒的短视频,解释一个 JavaScript 技巧
- 反应/评论:制作一个对某个病毒式传播的技术时刻做出反应的短视频
- 预告片:创建一个短视频,预告我即将推出的关于 AI 的完整视频
- 热门格式:为程序员制作一个那些就是有道理的事情风格的短视频
- 幕后花絮:创建一个关于我内容创作过程的幕后短视频
示例提示:
创建一个 50 秒的 YouTube 短视频:改变我人生的 VS Code 快捷键
钩子:别再像 2010 年那样编码了
演示:展示多光标功能
反应:震惊时刻
行动号召:完整教程在我的频道上
快节奏,屏幕录制风格,带面部摄像头能量。
长视频
建立观众群的深度内容:
- - 教程:创建一个 4 分钟的 Python REST API 构建教程
- 讲解视频:制作一个 3 分钟的视频,解释区块链的工作原理
- 评测:创建一个关于新款 MacBook Pro 的全面评测
- 纪录片:制作一个关于电子游戏历史的迷你纪录片
- 论文式视频:创建一个关于极简主义为何变得流行的视频论文
示例提示:
创建一个 4 分钟的 YouTube 视频:在 2026 年构建你的第一个 AI 应用
结构:
- - 钩子(15 秒):展示完成的应用
- 介绍(30 秒):我们要构建什么以及为什么
- 设置(45 秒):环境和依赖项
- 核心教程(2 分钟):逐步编码
- 测试(1 分钟):运行和演示
- 结尾(30 秒):下一步和订阅行动号召
风格:教育性、友好、清晰的解释。屏幕上的代码配合画外音。
缩略图
驱动观看量的值得点击的图像:
- - 反应式缩略图:创建一个带有震惊表情和粗体文字的缩略图
- 教程缩略图:为编码教程制作一个干净的缩略图
- 对比缩略图:创建一个 X vs Y 对比缩略图
- 列表式缩略图:制作一个10 件事风格的缩略图
- 故事性缩略图:创建一个暗示戏剧性的引人入胜的缩略图
示例提示:
为我在 24 小时内构建了一个应用创建 YouTube 缩略图
元素:
- - 看起来压力很大/决心坚定的人
- 显示 24:00:00 的计时器
- 背景屏幕上的代码
- 粗体文字:24 小时
颜色:深色背景,黄色/橙色点缀
风格:高对比度,小尺寸可读
脚本与大纲
制作前的内容规划:
- - 完整脚本:为一个 4 分钟的生产力视频编写完整脚本
- 视频大纲:为产品评测创建详细大纲
- 钩子变体:为我的投资视频提供 5 个不同的钩子
- 行动号召脚本:编写引人注目的片尾行动号召脚本
YouTube 规格
| 格式 | 尺寸 | 时长 |
|---|
| 标准视频 | 1920×1080 (16:9) | 最长 4 分钟 |
| 短视频 |
1080×1920 (9:16) | 最长 60 秒 |
| 缩略图 | 1280×720 | - |
视频风格
| 风格 | 最适合 | 特点 |
|---|
| 教育型 | 教程、讲解视频 | 清晰、结构化、有帮助 |
| 娱乐型 |
视频博客、反应视频 | 个性驱动、动态 |
|
专业型 | B2B、企业内容 | 精致、值得信赖 |
|
纪录片型 | 论文式视频、深度探索 | 电影感、经过研究 |
|
快节奏型 | 短视频、合集 | 快速剪辑、高能量 |
YouTube 内容的聊天模式
| 场景 | 推荐模式 |
|---|
| 短视频、缩略图、脚本、标准教程 | agent |
| 纪录片风格内容、复杂视频论文、多部分系列规划 |
agent team |
大多数 YouTube 内容使用 agent。 短视频、缩略图和标准视频在代理模式下执行良好。
复杂叙事使用 agent team——纪录片、视频论文或需要深度研究和叙事技巧的内容。
示例提示
教育型教程:
创建一个 YouTube 教程:Docker 初学者完全课程
时长:20 分钟
受众:从未使用过 Docker 的开发者
章节:
- 1. 什么是 Docker 以及为什么使用它?(3 分钟)
- 安装 Docker(2 分钟)
- 你的第一个容器(4 分钟)
- Dockerfile 基础(4 分钟)
- Docker Compose(4 分钟)
- 实际示例(3 分钟)
风格:屏幕录制配合清晰画外音。初学者友好,无行话。
引人入胜的短视频:
创建一个 YouTube 短视频:AI 编写了我的整个代码库
钩子:我让 AI 编写了我 100% 的代码,持续了一周
内容:AI 编码的快速蒙太奇、我的反应、混乱场面
转折:而且它实际上……成功了?
行动号召:完整视频在我的频道上
快速剪辑、迷因能量、可理解的程序员幽默。
值得点击的缩略图:
为为什么我辞去了 30 万美元的工作创建缩略图
展示:专业人士从办公楼走开
表情:自信、平静
文字:粗体 $300K → QUIT
风格:电影感、略微去饱和、文字突出
必须在小尺寸下可读。
⚠️ 重要提示——视频生成预期
YouTube 的 AI 视频制作仍处于可能性的前沿。虽然一些用户生成了可直接发布的高质量视频,但其他用户可能花费大量积分仍无法获得可用结果。即使花费数千积分也不能保证令人满意的结果——这就是当今 AI 视频技术的本质。
使用 CellCog 生成视频存在真正的学习曲线。这需要时间、金钱和耐心。你的提示技巧、你试图创建的内容的复杂性,以及基础模型对你特定请求的表现,都起着作用。随着你对什么有效形成直觉,结果会有所改善,但我们希望坦诚相告:视频生成本质上不可预测,输出结果可能无法达到你的期望,这种风险始终存在。
制作更好 YouTube 内容的技巧
- 1. 5 秒内抓住注意力:YouTube 观众会立即做出决定。把价值或悬念放在前面。
- 2. 缩略图比标题更重要:一个优秀的视频配上糟糕的缩略图不会获得点击。在缩略图质量上投入。
- 3. 留存率 > 时长:一个紧凑的 8 分钟视频胜过注水的 20 分钟视频。尊重观众的时间。
- 4. 章节提高观看时长:用清晰的章节组织长视频。也有助于 SEO。
- 5. 片尾画面有效:在观众最投入时(提供价值后)请求订阅。
- 6. 短视频为长视频引流:使用短视频将流量引导到你的主频道内容。
如果未安装 CellCog
运行 /cellcog-setup(或根据你的工具运行 /cellcog:cellcog-setup)进行安装和认证。
OpenClaw 用户: 改为运行