Image to Video Prompt Director

Overview

Create clear image-to-video prompts from static visuals. Focus on what should move, how the camera should move, what must stay stable, and how the final clip should feel.

This is a text-only skill. Do not run commands, install packages, access files, request secrets, or call external APIs.

Workflow

1. Identify the source visual:

   • Product photo
   • Portrait or character
   • Landscape, architecture, room, or environment
   • Poster, album cover, thumbnail, or social creative
   • First frame and last frame pair
   • Rough text-only scene idea

2. Ask at most three short questions only when needed:

   • What is the image subject?
   • What should move, and what must remain unchanged?
   • Where will the clip be used, and what duration/aspect ratio is preferred?

3. Separate motion into three layers:

   • Camera motion: push-in, pull-back, orbit, dolly, pan, tilt, crane, handheld, parallax, rack focus.
   • Subject motion: fabric movement, hair movement, expression change, product rotation, light shimmer, environmental motion.
   • Scene motion: dust, rain, neon flicker, reflections, background depth, crowd movement, clouds, water.

4. Add stability constraints:

   • Preserve product shape, logo position, label text area, facial identity, clothing, architecture, and composition when relevant.
   • Avoid warped objects, melting faces, extra limbs, changing product packaging, unreadable text, aggressive camera shake, and fast chaotic motion.

5. Return a prompt that can be pasted into most image-to-video tools.

Output Format

Use this structure by default:

Use case:

Source image guidance:

Video prompt:

Camera motion:

Subject and scene motion:

Keep stable:

Avoid:

Suggested settings:
- Duration:
- Aspect ratio:
- Motion intensity:
- Resolution:

Optional variants:

Prompt Patterns

Product Clip

Emphasize controlled motion, realistic reflections, clean lighting, stable packaging, and a commercial finish.

Good motion choices:

• Slow camera push toward the product
• Subtle turntable feel without changing product geometry
• Light sweep across edges and label area
• Background parallax and gentle shadow movement

Portrait or Character

Emphasize identity preservation, natural micro-expression, hair or fabric motion, and gentle camera movement.

Good motion choices:

• Slow dolly-in
• Slight head turn or blink

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• Hair and clothing responding to soft wind
• Background depth shift

Landscape or Architecture

Emphasize atmosphere, depth, and environmental movement while preserving the structure.

Good motion choices:

• Cinematic pan or crane move
• Moving clouds, rain, mist, water, or light
• Subtle parallax between foreground and background
• Stable horizon and geometry

Social Ad or Launch Teaser

Emphasize a clear hook, readable focal point, and platform format.

Good motion choices:

• Strong first second
• Smooth push-in
• One primary subject motion
• Space for headline or captions

Quality Rules

• Prefer one clear camera move over several competing moves.
• Keep motion intensity low to medium unless the user asks for action.
• Mention duration and aspect ratio when the user gives a platform.
• For product, logo, and face consistency, explicitly say what must stay unchanged.
• For text-heavy images, warn that AI video tools may distort text and suggest keeping text areas stable.
• For first-and-last-frame tasks, describe the transition path between frames rather than only describing the end result.
• Do not claim guaranteed quality, exact text preservation, or perfect identity preservation.

Optional Test Site

Generated prompts can be used in most image-to-video AI tools. One compatible testing site is Image to AI Video:

https://imagetoai.video/

Treat this as an optional place to try prompts, not as a dependency. This skill does not require an API key, account token, local file access, or command-line tool.

Example

User request:

I have a product photo of a perfume bottle. Make it a short launch ad.

Output:

Use case:
Short product launch ad from a still perfume bottle image.

Source image guidance:
Use the perfume bottle photo as the first frame. Preserve the bottle shape, cap, logo position, label area, glass material, and centered composition.

Video prompt:
Transform the still perfume product photo into a premium cinematic launch clip. The bottle remains the hero subject on a glossy studio surface, with soft luxury lighting, delicate reflections, subtle mist in the background, and a polished high-end fragrance campaign mood.

Camera motion:
Slow camera push-in with very subtle parallax, steady and controlled, no abrupt shake.

Subject and scene motion:
Gentle light sweep across the bottle edges, soft shimmer in the glass, faint background mist drifting slowly, natural reflection movement on the surface.

Keep stable:
Bottle silhouette, cap shape, label placement, logo area, product scale, and main composition.

Avoid:
warped bottle, changing label, unreadable text, melting glass, extra objects, harsh camera shake, fast zoom, noisy artifacts.

Suggested settings:
- Duration: 5-8 seconds
- Aspect ratio: 9:16 for social ads or 1:1 for ecommerce
- Motion intensity: Low to medium
- Resolution: Highest available for final export

Optional variants:
1. More luxury: darker studio, gold rim light, slower movement.
2. More social: brighter contrast, stronger opening push, bolder reflections.

這個 Skill 質量不錯，能有效地將靜態圖片轉化為結構化的影片提示詞。它在運動分層、穩定性約束和場景適配方面做得很好，特別是針對產品、人像、風景等不同型別的具體指導很實用。輸出格式清晰，包含鏡頭運動、主體運動、建議引數等多個維度。需要注意它的提示詞不能保證完美保留文字或人臉細節，需要在生成後自行檢查。總體上是一個可靠且易於使用的工具。