Video Production

Video Production

Video marketing strategy, scripting, AI video generation, and platform optimization.

When to Use

• Video strategy planning
• Script writing for any format
• Storyboard creation
• AI video generation (Veo 3.1)
• Platform specifications lookup
• Production workflow guidance
• Video optimization
• Thumbnail creation
• Video repurposing
• Caption extraction

Setup

This skill leverages the ai-multimodal skill for Veo/Imagen APIs. Ensure:

export GEMINI_API_KEY="your-key"  # Get from https://aistudio.google.com/apikey
pip install google-genai python-dotenv pillow

Quick Start

Generate video: node scripts/generate-video.cjs --prompt "product demo" --template product-demo Create storyboard: node scripts/create-storyboard.cjs --script "path/to/script.md" Analyze video: node scripts/analyze-video.cjs --video "path/to/video.mp4" Optimize for platform: node scripts/optimize-for-platform.cjs --video "path/to/video.mp4" --platform tiktok Extract captions: node scripts/extract-captions.cjs --video "path/to/video.mp4"

Core Capabilities

Video Types & Platform Specs

Load: references/video-types-specs.md

Art Directions

Load: references/video-art-directions.md

Script Templates

Load: references/script-templates.md

Production Workflow

Load: references/production-workflow.md

Video Optimization

Load: references/video-optimization.md

Veo Prompt Engineering

Load: references/veo-prompt-guide.md

Storyboard Format

Load: references/storyboard-format.md

Audio Directives

Load: references/audio-directive-guide.md

Thumbnail Design

Load: references/thumbnail-design-guide.md

Video SEO

Load: references/video-seo-optimization.md

Quality Review Workflow

Load: references/quality-review-workflow.md

Scripts

Templates

Quick Reference

Video Types: Tutorial, Demo, Testimonial, BTS, Short-form, Explainer

Video Pipeline (Frame-Based with Reviews)

Best quality workflow using start/end frames with AI-powered review gates:

1. SCRIPT (Gemini 2.5) → Scene timing with start/end frame descriptions
         ↓
   [REVIEW 1] → Grammar, timing, brand voice, hooks (Gemini text)
         ↓
2. STORYBOARD → Frame prompts with visual continuity
         ↓
   [REVIEW 2] → Prompt clarity, style consistency, feasibility (Gemini text)
         ↓
3. VOICEOVER (Gemini TTS) → Generate narration with voice control
         ↓
4. MUSIC (Lyria) → Generate background track with mood control
         ↓
   [REVIEW 3] → Audio clarity, pronunciation, mood match (Gemini audio)
         ↓
5. START/END FRAMES (Imagen 4) → Generate keyframes per scene
         ↓
   [REVIEW 4] → Quality, abnormalities, prompt adherence (Gemini vision)
         ↓
6. VIDEO (Veo 3.1) → Generate video between reference frames
         ↓
   [REVIEW 5] → Motion quality, artifacts, temporal consistency (Gemini video)
         ↓
7. MIX (FFmpeg) → Combine video + voiceover + music + SFX
         ↓
   [REVIEW 6] → A/V sync, transitions, overall polish (Gemini video)
         ↓
8. OPTIMIZE → Platform-specific versions

Key: Every step reviewed by AI before proceeding. Catches typos, abnormal actions, AI artifacts.

Review capabilities from ai-multimodal:

• Text analysis: Script grammar, timing validation
• Vision: Frame quality, abnormality detection (extra limbs, distorted faces)
• Video: Motion quality, temporal consistency, artifact detection
• Audio: Speech clarity, pronunciation errors, mood matching

Time: 25-35 min | Cost: $5-15/video + $0.12 reviews

Workflow

Planning

1. Define goal and audience
2. Choose video type and platform
3. Write script using templates
4. Create storyboard

Production (AI-Generated)

1. Generate prompts from script
2. Generate video clips (Veo 3.1)
3. Review and iterate
4. Assemble scenes

Post-Production

1. Optimize for target platform
2. Extract/add captions
3. Create thumbnail
4. Publish

Output Format

## Video Brief: [Title]

**Platform:** [YouTube/TikTok/etc.]
**Type:** [Tutorial/Demo/etc.]
**Length:** [Duration]
**Aspect Ratio:** [16:9/9:16/1:1]

### Script
[Scene-by-scene breakdown]

### Storyboard
[Key frames with timing]

### Veo Prompts
[Per-scene prompts]

### Visual Notes
[Shot descriptions]

Best Practices

1. Hook in first 3 seconds
2. Design for sound-off (captions)
3. Strong thumbnail with faces
4. Clear CTA at end
5. Repurpose for multiple platforms
6. Use trending audio when applicable
7. Optimize title/description for SEO
8. A/B test thumbnails

Cost Estimation

Integration

This skill works with:

• ai-multimodal - Video generation and analysis
• creativity - Creative direction, style templates, color psychology, voiceover styles
• media-processing - FFmpeg optimization
• content-marketing - Content strategy
• social-media - Distribution planning

Resources

• Veo API Docs
• Imagen API
• Platform Guidelines