video-generation

cleanexpo/ato · updated Apr 8, 2026

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$npx skills add https://github.com/cleanexpo/ato --skill video-generation
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summary

AI-powered motion graphics and video content creation for marketing and content workflows.

skill.md

Video Generation Skill

AI-powered motion graphics and video content creation for marketing and content workflows.

When to Use

Activate this skill when the task involves:

  • Creating product animations or demos
  • Generating social media video content
  • Building motion graphics and transitions
  • Producing explainer or tutorial videos
  • Creating cinematic B-roll footage

Capabilities

1. Product Animations

Generate product showcase videos:

  • Model: Veo 3.1 (Google)
  • Duration: Up to 60 seconds
  • Quality: 1080p - 4K
  • Styles: Studio, lifestyle, abstract

2. Social Media Videos

Create platform-optimized content:

  • Instagram Reels (9:16)
  • YouTube Shorts (9:16)
  • TikTok videos (9:16)
  • Facebook/LinkedIn (16:9, 1:1)

3. Motion Graphics

Generate animated design elements:

  • Logo animations
  • Title sequences
  • Transitions and overlays
  • Data visualizations

4. Cinematic Sequences

Produce high-quality video footage:

  • B-roll footage
  • Establishing shots
  • Abstract backgrounds
  • Ambient loops

Execution Pattern

1. BRIEF → Define video requirements and narrative
2. STORYBOARD → Plan shot sequence and timing
3. PROMPT → Craft generation prompts per shot
4. GENERATE → Execute video generation requests
5. ASSEMBLE → Sequence clips and add audio
6. POLISH → Apply color grading and effects
7. EXPORT → Deliver in required formats

Video Brief Structure

video:
  title: "Video Title"
  duration: "30 seconds"
  aspect_ratio: "9:16" | "16:9" | "1:1"
  style: "cinematic" | "corporate" | "playful" | "minimal"
  
shots:
  - shot_number: 1
    duration: "5s"
    description: "Establishing shot of modern office"
    movement: "slow pan right"
    mood: "professional, clean"
    
  - shot_number: 2
    duration: "8s"
    description: "Product close-up with hero lighting"
    movement: "slow zoom in"
    mood: "premium, aspirational"
    
audio:
  music: "upbeat corporate" | "ambient" | "none"
  voiceover: true | false
  sound_effects: ["whoosh", "click", "ambient"]

Prompt Engineering

Structure

[Scene Description] + [Camera Movement] + [Lighting] + [Mood] + [Technical]

Example Prompts

Product Animation:

Smooth rotating view of sleek steam cleaner product,
studio lighting with soft shadows, white cyclorama background,
professional product photography style, 4K quality,
slow 360-degree rotation over 8 seconds

Social Media Video:

Dynamic cleaning transformation video, before and after,
split-screen effect, vibrant colors, energetic pacing,
satisfying cleaning content, vertical 9:16 format,
upbeat and engaging mood

Motion Graphic:

Smooth logo reveal animation, modern minimal style,
particles converging to form logo, dark background,
subtle glow effect, professional corporate feel,
3 second duration

Output Format

<video_output>
  <metadata>
    <title>Video Title</title>
    <duration>30s</duration>
    <resolution>1920x1080</resolution>
    <fps>30</fps>
    <model>veo-3.1</model>
  </metadata>
  
  <files>
    <file format="mp4" codec="h264" size="final" path="..." />
    <file format="webm" size="web-optimized" path="..." />
    <file format="gif" size="preview" path="..." />
  </files>
  
  <shots>
    <shot number="1" start="0:00" end="0:05" path="..." />
    <shot number="2" start="0:05" end="0:13" path="..." />
  </shots>
  
  <audio>
    <track type="music" source="..." />
    <track type="voiceover" source="..." />
  </audio>
</video_output>

Platform Specifications

Platform Ratio Resolution Duration
Instagram Reels 9:16 1080x1920 15-90s
YouTube Shorts 9:16 1080x1920 Up to 60s
TikTok 9:16 1080x1920 15-180s
YouTube 16:9 1920x1080 Any
LinkedIn 16:9/1:1 1920x1080 Up to 10min

Integration Points

  • Google Slides Storyboard: Provides video embeds for presentations
  • Content Orchestrator: Receives video generation requests
  • Social Commander: Delivers platform-ready video content
  • Image Generation: Source imagery for video sequences

Quality Guidelines

Camera Movements

  • static - No movement
  • pan - Horizontal sweep (left/right)
  • tilt - Vertical sweep (up/down)
  • zoom - In/out movement
  • dolly - Forward/backward movement
  • orbit - Circular movement around subject

Lighting Styles

  • studio - Professional controlled lighting
  • natural - Daylight simulation
  • dramatic - High contrast, moody
  • soft - Even, diffused lighting
  • neon - Colorful accent lighting

Error Handling

Error Recovery
Generation timeout Reduce complexity, retry
Low quality output Enhance prompt specificity
Motion artifacts Simplify camera movement
Audio sync issues Regenerate with adjusted timing

Cost Considerations

  • Fuel Cost: 20-80 PTS per video
  • Optimization:
    • Use shorter clips when possible
    • Batch similar style requests
    • Cache reusable motion graphics
    • Generate at 1080p, upscale if needed
how to use video-generation

How to use video-generation on Cursor

AI-first code editor with Composer

1

Prerequisites

Before installing skills in Cursor, ensure your development environment meets these requirements:

  • Cursor installed and configured on your development machine
  • Node.js version 16.0+ with npm package manager (verify with node --version)
  • Active project directory or workspace where you want to add video-generation
2

Execute installation command

Execute the skills CLI command in your project's root directory to begin installation:

$npx skills add https://github.com/cleanexpo/ato --skill video-generation

The skills CLI fetches video-generation from GitHub repository cleanexpo/ato and configures it for Cursor.

3

Select Cursor when prompted

The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:

◆ Which agents do you want to install to?
│ ── Universal (.agents/skills) ── always included ────
│ • Amp
│ • Antigravity
│ • Cline
│ • Codex
│ ●Cursor(selected)
│ • Cursor
│ • Windsurf
4

Verify installation

Confirm successful installation by checking the skill directory location:

.cursor/skills/video-generation

Reload or restart Cursor to activate video-generation. Access the skill through slash commands (e.g., /video-generation) or your agent's skill management interface.

Security & Verification Notice

We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.

Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.

List & Monetize Your Skill

Submit your Claude Code skill and start earning

GET_STARTED →

Use Cases

Task Automation & Efficiency

Automate repetitive workflows and reduce manual effort

Example

Generate reports, summarize documents, draft communications

Save 3-5 hours per week on routine tasks

Knowledge Enhancement

Learn new skills, understand complex topics, get expert guidance

Example

Explain concepts, provide examples, suggest learning resources

Accelerate learning and skill development by 2x

Quality Improvement

Enhance output quality through reviews, suggestions, and refinements

Example

Review drafts, suggest improvements, catch errors

Improve work quality by 30-40% with less effort

Implementation Guide

Prerequisites

  • Claude Desktop or compatible AI client with skill support
  • Clear understanding of task or problem to solve
  • Willingness to iterate and refine outputs

Time Estimate

15-45 minutes depending on use case complexity

Installation Steps

  1. 1.Install skill using provided installation command
  2. 2.Test with simple use case relevant to your work
  3. 3.Evaluate output quality and relevance
  4. 4.Iterate on prompts to improve results
  5. 5.Integrate into regular workflow if valuable

Common Pitfalls

  • Expecting perfect results without iteration
  • Not providing enough context in prompts
  • Using skill for tasks outside its intended scope
  • Accepting outputs without review and validation

Best Practices

✓ Do

  • +Start with clear, specific prompts
  • +Provide relevant context and constraints
  • +Review and refine all outputs before using
  • +Iterate to improve output quality
  • +Document successful prompt patterns

✗ Don't

  • Don't use without understanding skill limitations
  • Don't skip validation of outputs
  • Don't share sensitive information in prompts
  • Don't expect skill to replace human judgment

💡 Pro Tips

  • Be specific about desired format and style
  • Ask for multiple options to choose from
  • Request explanations to understand reasoning
  • Combine AI efficiency with human expertise

When to Use This

✓ Use When

Use when skill capabilities match your task, clear ROI on time saved, and you can validate outputs. Best for repetitive tasks, learning, and quality improvement.

✗ Avoid When

Avoid when task requires deep expertise you can't validate, involves sensitive decisions, or when learning process is more valuable than speed of completion.

Learning Path

  1. 1Familiarize yourself with skill capabilities and limitations
  2. 2Start with low-risk, non-critical tasks
  3. 3Progress to more complex and valuable use cases
  4. 4Build expertise through regular use and experimentation

Discussion

Product Hunt–style comments (not star reviews)
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general reviews

Ratings

4.825 reviews
  • Chaitanya Patil· Dec 24, 2024

    We added video-generation from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.

  • William Dixit· Dec 16, 2024

    Solid pick for teams standardizing on skills: video-generation is focused, and the summary matches what you get after install.

  • Piyush G· Nov 15, 2024

    video-generation reduced setup friction for our internal harness; good balance of opinion and flexibility.

  • Amelia Smith· Nov 7, 2024

    Registry listing for video-generation matched our evaluation — installs cleanly and behaves as described in the markdown.

  • Daniel Reddy· Oct 26, 2024

    Useful defaults in video-generation — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.

  • Shikha Mishra· Oct 6, 2024

    video-generation is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Ava Anderson· Sep 9, 2024

    video-generation has been reliable in day-to-day use. Documentation quality is above average for community skills.

  • William Khan· Sep 5, 2024

    video-generation is among the better-maintained entries we tried; worth keeping pinned for repeat workflows.

  • Ava Martinez· Aug 28, 2024

    video-generation fits our agent workflows well — practical, well scoped, and easy to wire into existing repos.

  • Amelia Harris· Aug 24, 2024

    video-generation reduced setup friction for our internal harness; good balance of opinion and flexibility.

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