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video-cog

nitishgargiitd By nitishgargiitd 👁 32 views ▲ 0 votes

Long-form AI video production: the frontier of multi-agent

GitHub
---
name: video-cog
description: "Long-form AI video production: the frontier of multi-agent coordination. CellCog orchestrates 6-7 foundation models to produce up to 4-minute videos from a single prompt — scripted, filmed, voiced, lipsync'd, scored, and edited automatically. Create marketing videos, product demos, explainer videos, educational content, spokesperson videos, training materials, UGC content, news reports."
metadata:
  openclaw:
    emoji: "🎬"
---

# Video Cog - The Frontier of Multi-Agent Video Production

**Long-form AI video production is the hardest challenge in multi-agent coordination.** CellCog may be the only platform that pulls it off.

6-7 foundation models orchestrated to produce up to 4-minute videos from a single prompt: script writing, scene generation, voice synthesis, lipsync, music scoring, and editing — all automatic. Marketing videos, product demos, explainers, educational content, AI spokesperson videos, UGC, news reports, and more.

---

## Prerequisites

This skill requires the CellCog mothership skill for SDK setup and API calls.

```bash
clawhub install cellcog
```

**Read the cellcog skill first** for SDK setup. This skill shows you what's possible.

**Quick pattern (v1.0+):**
```python
# Fire-and-forget - returns immediately
result = client.create_chat(
    prompt="[your video request]",
    notify_session_key="agent:main:main",
    task_label="video-task",
    chat_mode="agent team"
)
# Daemon notifies you when complete - do NOT poll
```

---

## What Videos You Can Create

### Marketing Videos

Promotional content for products and services:

- **Product Demos**: "Create a 30-second product demo video for our new fitness app showing key features"
- **Brand Videos**: "Generate a 60-second brand story video for an eco-friendly clothing company"
- **Social Ads**: "Create a 15-second Instagram ad for a coffee subscription service"
- **Launch Videos**: "Make a product launch announcement video for a new AI writing tool"

### Explainer Videos

Educational content that breaks down complex topics:

- **Product Explainers**: "Create an explainer video showing how our SaaS platform works"
- **Concept Explanations**: "Make a video explaining how blockchain works for beginners"
- **Process Walkthroughs**: "Generate a video explaining the mortgage application process"
- **Feature Tours**: "Create a video tour of our app's new dashboard features"

### Educational Videos

Learning content for courses and training:

- **Tutorial Videos**: "Create a tutorial video on Python list comprehensions"
- **Course Content**: "Generate a lesson video on the causes of World War I"
- **Training Materials**: "Make an employee onboarding video about our company values"
- **How-To Guides**: "Create a how-to video for setting up a home studio for podcasting"

### Documentary Style

Informative, story-driven content:

- **Mini Documentaries**: "Create a 3-minute documentary-style video about the rise of electric vehicles"
- **Company Stories**: "Generate a documentary about our startup journey"
- **Industry Deep Dives**: "Make a documentary exploring the future of space tourism"
- **Historical Content**: "Create a documentary-style video about the history of Silicon Valley"

### Cinematic / Creative

Artistic and visually striking content:

- **Short Films**: "Create a 2-minute cinematic short about a day in Tokyo"
- **Mood Pieces**: "Generate a cinematic video capturing the energy of a busy coffee shop"
- **Music Video Style**: "Create a visually dynamic video for an electronic music track"
- **Artistic Showcases**: "Make a cinematic portfolio video for a photographer"

### UGC (User Generated Content) Style

Authentic, relatable content that feels personal:

- **Testimonial Style**: "Create a UGC-style testimonial video for a skincare product"
- **Unboxing Style**: "Generate an unboxing-style video for a new tech gadget"
- **Day-in-the-Life**: "Make a day-in-the-life style video featuring a remote worker using our app"
- **Review Style**: "Create a casual review-style video for a meal delivery service"

### News / Reporting Style

Professional news-format content:

- **News Reports**: "Create a news-style report video about the latest AI developments"
- **Market Updates**: "Generate a financial news video about tech stock earnings"
- **Industry News**: "Make a news report about new regulations in the fintech space"
- **Analysis Pieces**: "Create a news analysis video about the state of remote work"

---

## Lipsync & Spokesperson Videos

CellCog can generate videos with AI characters speaking your script:

- **AI Spokesperson**: "Create a video with a professional spokesperson explaining our product"
- **Avatar Presentations**: "Generate a video with an AI presenter delivering our quarterly update"
- **Character Narration**: "Make a video with a friendly character explaining our children's app"

For lipsync videos:
1. The starting frame should show only one human face prominently
2. Provide the script/dialogue
3. CellCog handles voice synthesis and lip synchronization

---

## Video Specifications

| Aspect | Options |
|--------|---------|
| **Duration** | 15 seconds to 5+ minutes |
| **Aspect Ratios** | 16:9 (landscape), 9:16 (portrait/mobile), 1:1 (square) |
| **Styles** | Photorealistic, animated, cinematic, documentary, casual |
| **Audio** | Background music, voiceover, sound effects, or silent |

---

## When to Use Agent Team Mode

For video generation, **always use `chat_mode="agent team"`** (the default).

Video creation involves:
- Script writing
- Scene planning
- Image generation for frames
- Audio generation
- Video synthesis
- Quality review

This multi-step process requires the full agent team for best results.

---

## Example Video Prompts

**Marketing video:**
> "Create a 30-second marketing video for 'FreshBrew' - a premium coffee subscription. Show beautiful coffee preparation scenes, happy customers, and end with our tagline 'Freshness Delivered Daily'. Upbeat background music, no voiceover. 16:9 for YouTube."

**Explainer with voiceover:**
> "Create a 90-second explainer video for our project management tool. Walk through: 1) Creating a project, 2) Adding team members, 3) Tracking progress. Professional female voiceover, clean animated style, include captions. 16:9 format."

**Educational content:**
> "Generate a 3-minute educational video explaining photosynthesis for middle school students. Use engaging animations, clear narration, and include a summary at the end. Friendly, approachable style."

**Spokesperson video:**
> "Create a 60-second video with an AI spokesperson (professional male, 30s) announcing our Series B funding. Script: 'Today, we're thrilled to announce...' [provide full script]. Business casual setting, confident tone."

---

## Tips for Better Videos

1. **Specify duration**: "30 seconds" or "2 minutes" helps scope the content appropriately.

2. **Define aspect ratio**: 16:9 for YouTube/web, 9:16 for TikTok/Reels/Shorts, 1:1 for Instagram feed.

3. **Describe the style**: "Cinematic", "casual UGC", "corporate professional", "playful animated".

4. **Audio preferences**: "Upbeat music", "calm narration", "no audio", "sound effects only".

5. **Include key moments**: Describe the scenes or beats you want to hit.

6. **Provide scripts**: For spokesperson/voiceover videos, write out exactly what should be said.
automation

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