一条提示词生成最长 4 分钟的视频 —— 自动完成脚本、配音、配乐与剪辑。
设计与多媒体
YouTube Video
通过 CellCog SDK 生成 YouTube 视频、Shorts、缩略图和脚本。
它能做什么
通过 CellCog SDK 生成 YouTube 内容:最长 4 分钟的 16:9 标准视频、最长 60 秒的 9:16 Shorts、1280×720 缩略图,以及完整脚本和大纲。Shorts、缩略图、标准教程使用 agent 模式;纪录片、复杂的视频长评、多部分系列策划使用 agent team 模式。文档明确说明,视频生成仍处于 AI 能力的前沿,结果不可预测,可能消耗大量积分仍无法得到可直接发布的成品。
什么时候用它
- 生成 60 秒的 YouTube Short
- 制作 4 分钟的教程或讲解视频
- 设计 1280×720 的高点击率缩略图
- 撰写完整脚本、开头钩子或视频大纲
技能文档
YouTube Video - 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):
result = client.create_chat(
prompt="[your task prompt]",
notify_session_key="agent:main:main",
task_label="my-task",
chat_mode="agent",
)
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 | "agent" |
| 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:
- 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
-
Hook in 5 seconds: YouTube viewers decide instantly. Front-load the value or intrigue.
-
Thumbnails matter more than titles: A great video with bad thumbnail won't get clicked. Invest in thumbnail quality.
-
Retention > Length: A tight 8-minute video beats a padded 20-minute video. Respect viewer time.
-
Chapters improve watch time: Structure long videos with clear chapters. Helps SEO too.
-
End screens work: Ask for subscribes when viewers are most engaged (after delivering value).
-
Shorts feed long-form: Use Shorts to drive traffic to your main channel content.
If CellCog is not installed
Claude Code, Cursor, Codex + 70 more agents: npx skills add cellcog/skills --skill cellcog
OpenClaw: clawhub install cellcog
CellCog plugin users: run /cellcog-setup (or /cellcog:cellcog-setup depending on your tool)
Manual setup: pip install -U cellcog and set CELLCOG_API_KEY. See the cellcog skill for SDK reference.
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