Reverse-Engineered Prompts for Kling, Wan 2.1, Sora & AvatarSay
Convert Any Reference Video into Shot-by-Shot AI Prompts
Single-frame image-to-prompt tools miss camera motion, subject trajectory, and temporal lighting shifts. ShotBreakdown feeds 3-frame Start/Mid/End Contact Sheets per cut into Gemini 2.5 VLM to write dense, motion-accurate English video prompts for every shot.
✓ Gemini 2.5 VLM Calibrated (99.6% accuracy)✓ Source video auto-deleted after breakdown✓ One-time credits · Never expire
Or inspect a real pre-analyzed breakdown instantly (0 login required):
AI Video · Kling / Wan Prompt Pack 5 Shots · 12s · 864×486 (16:9) · 30 fps
Calibrated by google/gemini-2.5-flash
AI Cinematic Cyberpunk Sci-Fi Micro-Trailer
3-Second Hook Analysis: The opening shot immediately grabs attention with a close-up of a person wearing futuristic neon glasses, set against a vibrant, low-light cyberpunk city. This visual intrigue is amplified by the OCR text 'NEO-KYOTO // SECTOR 09', hinting at a compelling sci-fi narrative.
00.00s / 12.00s
Avg Cut Pacing
2.4s (fast-cut)
Audio Tempo & Sync
99.4 BPM · 0% beat-cut
SFX Hits (BandIt v2)
6 triggers
Manual Prep Saved
~1.2 hrs
Interactive Shot Timeline (Click any cut to seek & inspect)0.0s → 12s
♪ Beat & SFX Timeline (Dark, atmospheric synthwave with a driving beat and futuristic sound effects.)impact@4.17s · whoosh@7.16s · whoosh@9.57s · whoosh@11.06s · impact@11.37s · whoosh@11.67s
AI Video:4 shots (80%)Code / Remotion:1 shots (20%)
AI Video 98% conf
✦ VLM Calibrated: Offline guessed live_action → Fixed to ai_video
This shot is clearly AI-generated due to the stylized, flawless rendering of the subject and environment, lacking the subtle imperfections of live-action footage. The offline label erred by classifying it as live_action.
Unnatural skin texture and lack of fine pores, typical of AI generation. Perfectly smooth, almost plastic-like reflections on the neon glasses. Slightly inconsistent facial features across frames, indicating AI interpolation. The 'NEO-KYOTO' text is perfectly integrated but lacks real-world optical distortion.
Framing & AngleCU · Eye-level
Camera MotionSlow push-in with a subtle right pan
Lighting SetupNeon-lit cityscape with strong magenta and cyan rim lighting, low-key fill
Gear / Engine Est.Kling 2.0 / Sora
Reverse-Engineered AI Video Prompt
Best on: Kling 2.0 · 16:9
A cinematic close-up of a young person with short, dark hair, wearing futuristic, glowing magenta neon visor glasses. They are looking slightly to the right, with a stoic expression. The background is a blurred, vibrant cyberpunk city street at night, filled with neon signs in blues, purples, and pinks. The camera slowly pushes in and subtly pans right, emphasizing the glow of the glasses and the urban atmosphere. Cinematic, 8K, volumetric lighting, shallow depth of field.
✦ VLM Calibrated: Offline guessed code_ui_motion → Fixed to ai_video
Forensic Evidence·Arbiter: FLASH
Despite the offline label of code_ui_motion, this is an AI-generated video of a human-like character, evidenced by the artificial skin texture and stylized visual effects. It's not programmatic UI.
The subject's face exhibits AI-typical smoothness and lack of micro-detail. The 'glitter' effect on the cheeks appears painted on rather than naturally reflective. Background bokeh is too perfect and lacks real-world lens characteristics. Subtle shifts in facial symmetry and ear shape across frames.
Framing & AngleCU · Eye-level
Camera MotionStatic locked, subtle head tilt
Lighting SetupSoft frontal key light with neon pink and blue background bokeh, subtle orange glow on headphones
Gear / Engine Est.Wan 2.1 / Sora
Reverse-Engineered AI Video Prompt
Best on: Wan 2.1 · 16:9
A cinematic close-up of a young woman with dark hair, wearing large black headphones and a dark jacket with subtle orange neon accents. Her cheeks are adorned with glowing orange, pixelated glitter. She looks directly at the camera with a calm, intense gaze. The background is a soft, out-of-focus bokeh of colorful cyberpunk city lights. The shot is static, focusing on her expression and the intricate details of her face and glowing elements. Cinematic, high detail, volumetric lighting.
This shot is an AI-generated video, not live-action, due to the artificial digital effects seamlessly integrated onto the face and the overall stylized, rendered appearance of the subject and environment. The offline label erred.
The 'digital glitch' effect on the face is too uniform and lacks organic interaction with skin. Skin texture is smooth and lacks the imperfections of real human skin. Background elements are stylized and lack the nuanced depth of live-action. Facial features remain consistent but lack micro-expressions, suggesting AI generation.
Framing & AngleMCU · Eye-level
Camera MotionSlow push-in
Lighting SetupDramatic low-key lighting with blue and magenta neon reflections, digital glitch overlay on face
Gear / Engine Est.Kling 2.0 / Sora
Reverse-Engineered AI Video Prompt
Best on: Kling 2.0 · 16:9
A cinematic medium close-up of a young man with short dark hair, wearing a dark hooded jacket. Digital blue and white glitching particles appear to be forming and dissolving on the left side of his face. He looks directly at the camera with a serious, intense expression. The background is a blurred, dark cyberpunk street with subtle neon lights. The camera slowly pushes in, enhancing the dramatic effect of the digital transformation. Cinematic, high contrast, volumetric lighting.
✦ VLM Calibrated: Offline guessed code_ui_motion → Fixed to ai_video
Forensic Evidence·Arbiter: FLASH
This shot is clearly an AI-generated fantasy character, not programmatic UI, due to its highly stylized aesthetic, perfect rendering, and lack of real-world physics. The offline label erred.
The character's features are highly stylized and perfectly symmetrical, indicative of AI art. Hair strands are too uniform and lack natural frizz or flyaways. The staff held by the character has an unnaturally smooth, rendered texture. The background is painterly and lacks photographic realism.
Framing & AngleMCU · Eye-level
Camera MotionSlow right pan with subtle push-in
Lighting SetupSoft, ethereal lighting with a gentle glow, naturalistic fantasy atmosphere
Gear / Engine Est.Wan 2.1 / Midjourney Video
Reverse-Engineered AI Video Prompt
Best on: Wan 2.1 · 16:9
A cinematic medium close-up of a beautiful fantasy elf woman with long, flowing white hair, piercing blue eyes, and delicate facial features. She wears intricate, ornate jewelry around her neck and ears, and holds a detailed, ancient-looking staff. Her expression is serene and wise. The background is a softly blurred, enchanted forest with dappled sunlight. The camera slowly pans right and subtly pushes in, revealing more of her intricate attire and the magical setting. Fantasy art style, high detail, ethereal lighting.
Forensic Evidence·Arbiter: FLASH
“CHRONO ECHOES — AI Micro-Series”
This shot is definitively code_ui_motion, characterized by its crisp typography, geometric design, and programmatic animation, perfectly matching the offline heuristic.
Sharp, vector-based typography and geometric shapes. Clean, programmatic animation of text and bounding boxes. Consistent color palette and precise alignment, typical of UI. Absence of any organic textures or camera artifacts.
Framing & AngleWS · Eye-level
Camera MotionCode spring slide, text reveal
Lighting SetupFlat UI canvas with subtle glow effects
Gear / Engine Est.Remotion 4 / After Effects
Reverse-Engineered AI Video Prompt
Best on: Remotion React · 16:9
A clean, minimalist title card animation. The text 'KLING 2.0 + WAN 2.1' appears first in a small, glowing purple rectangle. Below it, 'CHRONO ECHOES' animates in with a subtle spring effect, followed by 'AI Micro-Series · Coming This Fall' fading in. All text is white, set against a dark, deep purple background. The overall aesthetic is sleek, futuristic, and programmatic, with precise timing and smooth transitions.
Inspect Remotion Component & Spring Physics Spec (JSON)
{
"componentLayout": "Vertical stack of text elements within a dark purple bounding box, centered on screen.",
"springPhysics": {
"fps": 60,
"damping": 15,
"stiffness": 100
},
"paletteHexes": [
"#1A0033",
"#FFFFFF",
"#9933FF",
"#6600CC"
],
"textAnimationKeyframes": [
{
"text": "KLING 2.0 + WAN 2.1",
"animation": "fade_in_slide_up",
"delayMs": 0
},
{
"text": "CHRONO ECHOES",
"animation": "spring_scale_in",
"delayMs": 200
},
{
"text": "AI Micro-Series · Coming This Fall",
"animation": "fade_in",
"delayMs": 500
}
]
}
Compatible with Claude Code, OpenAI Codex, Cursor & videomd parsers.
---
videomd_version: "1.0"
report_id: "rep_example_02"
title: "AI Cinematic Cyberpunk Sci-Fi Micro-Trailer"
duration_sec: 12.0
resolution: "864x486"
aspect_ratio: "16:9"
fps: 30.0
shot_count: 5
bpm: 99.4
cut_on_beat_ratio: 0.0
generator: "ShotBreakdown (Unofficial Cloud Workspace · Built on JuneYaooo/rea-video Apache-2.0)"
---
# AI Cinematic Cyberpunk Sci-Fi Micro-Trailer
> **Open-Source Attribution**: Generated via ShotBreakdown built on open-source [JuneYaooo/rea-video](https://github.com/JuneYaooo/rea-video) (Apache-2.0) · Official project site: [https://reavideo.ai](https://reavideo.ai) · Audio SFX model: BandIt v2 (CC BY-SA 4.0).
## Layer 1 · Executive Summary & Hook Architecture
- **Duration**: `12.0s` (`5` shots, avg `2.4s/shot`)
- **Pacing Profile**: `fast-cut` · **Remake Difficulty**: `medium`
- **3-Second Hook Strategy**: The opening shot immediately grabs attention with a close-up of a person wearing futuristic neon glasses, set against a vibrant, low-light cyberpunk city. This visual intrigue is amplified by the OCR text 'NEO-KYOTO // SECTOR 09', hinting at a compelling sci-fi narrative.
- **Audio & Rhythm**: `99.4 BPM` · Cut-on-Beat `0%` · Voiceover `human_ugc` · Dark, atmospheric synthwave with a driving beat and futuristic sound effects.
### Visual Production Mix
| Visual Category | Shots | Duration (s) | Share |
| :--- | :---: | :---: | :---: |
| `ai_video` | 4 | 9.6s | 80.0% |
| `code_ui_motion` | 1 | 2.4s | 20.0% |
## Layer 2 · Master Shot Timeline
| # | Timecode | Dur | Beat | Visual Type | Framing & Motion | Confidence |
| :---: | :--- | :---: | :---: | :--- | :--- | :---: |
| 01 | `0.00s - 2.40s` | `2.40s` | Yes | `ai_video` | CU · Eye-level · Slow push-in with a subtle right pan | `98%` |
| 02 | `2.40s - 4.80s` | `2.40s` | — | `ai_video` | CU · Eye-level · Static locked, subtle head tilt | `97%` |
| 03 | `4.80s - 7.20s` | `2.40s` | — | `ai_video` | MCU · Eye-level · Slow push-in | `98%` |
| 04 | `7.20s - 9.60s` | `2.40s` | — | `ai_video` | MCU · Eye-level · Slow right pan with subtle push-in | `97%` |
| 05 | `9.60s - 12.00s` | `2.40s` | — | `code_ui_motion` | WS · Eye-level · Code spring slide, text reveal | `99%` |
## Layer 3 · Shot-by-Shot Forensics & Remake Prompts
### Shot 01 (`0.00s -> 2.40s`) — AI Generated Video
- **Forensic Verdict**: `ai_video` (`98%` confidence · Offline baseline: `live_action` · VLM: `flash`)
- **Forensic Evidence**: Unnatural skin texture and lack of fine pores, typical of AI generation., Perfectly smooth, almost plastic-like reflections on the neon glasses., Slightly inconsistent facial features across frames, indicating AI interpolation., The 'NEO-KYOTO' text is perfectly integrated but lacks real-world optical distortion. — This shot is clearly AI-generated due to the stylized, flawless rendering of the subject and environment, lacking the subtle imperfections of live-action footage. The offline label erred by classifying it as live_action.
- **Camera & Lighting**: `CU` | `Eye-level` | `Slow push-in with a subtle right pan` | Lighting: Neon-lit cityscape with strong magenta and cyan rim lighting, low-key fill | Gear/Engine: Kling 2.0 / Sora
- **On-Screen / Spoken Copy**: "NEO-KYOTO // SECTOR 09"
- **Recommended Remake Tool**: `Kling 2.0` (`16:9`, motion: `medium`)
- **Reverse-Engineered English AI Prompt**:
```text
A cinematic close-up of a young person with short, dark hair, wearing futuristic, glowing magenta neon visor glasses. They are looking slightly to the right, with a stoic expression. The background is a blurred, vibrant cyberpunk city street at night, filled with neon signs in blues, purples, and pinks. The camera slowly pushes in and subtly pans right, emphasizing the glow of the glasses and the urban atmosphere. Cinematic, 8K, volumetric lighting, shallow depth of field.
```
### Shot 02 (`2.40s -> 4.80s`) — AI Generated Video
- **Forensic Verdict**: `ai_video` (`97%` confidence · Offline baseline: `code_ui_motion` · VLM: `flash`)
- **Forensic Evidence**: The subject's face exhibits AI-typical smoothness and lack of micro-detail., The 'glitter' effect on the cheeks appears painted on rather than naturally reflective., Background bokeh is too perfect and lacks real-world lens characteristics., Subtle shifts in facial symmetry and ear shape across frames. — Despite the offline label of code_ui_motion, this is an AI-generated video of a human-like character, evidenced by the artificial skin texture and stylized visual effects. It's not programmatic UI.
- **Camera & Lighting**: `CU` | `Eye-level` | `Static locked, subtle head tilt` | Lighting: Soft frontal key light with neon pink and blue background bokeh, subtle orange glow on headphones | Gear/Engine: Wan 2.1 / Sora
- **Recommended Remake Tool**: `Wan 2.1` (`16:9`, motion: `low`)
- **Reverse-Engineered English AI Prompt**:
```text
A cinematic close-up of a young woman with dark hair, wearing large black headphones and a dark jacket with subtle orange neon accents. Her cheeks are adorned with glowing orange, pixelated glitter. She looks directly at the camera with a calm, intense gaze. The background is a soft, out-of-focus bokeh of colorful cyberpunk city lights. The shot is static, focusing on her expression and the intricate details of her face and glowing elements. Cinematic, high detail, volumetric lighting.
```
### Shot 03 (`4.80s -> 7.20s`) — AI Generated Video
- **Forensic Verdict**: `ai_video` (`98%` confidence · Offline baseline: `live_action` · VLM: `flash`)
- **Forensic Evidence**: The 'digital glitch' effect on the face is too uniform and lacks organic interaction with skin., Skin texture is smooth and lacks the imperfections of real human skin., Background elements are stylized and lack the nuanced depth of live-action., Facial features remain consistent but lack micro-expressions, suggesting AI generation. — This shot is an AI-generated video, not live-action, due to the artificial digital effects seamlessly integrated onto the face and the overall stylized, rendered appearance of the subject and environment. The offline label erred.
- **Camera & Lighting**: `MCU` | `Eye-level` | `Slow push-in` | Lighting: Dramatic low-key lighting with blue and magenta neon reflections, digital glitch overlay on face | Gear/Engine: Kling 2.0 / Sora
- **On-Screen / Spoken Copy**: "WHEN MEMORY BECOMES CODE"
- **Recommended Remake Tool**: `Kling 2.0` (`16:9`, motion: `medium`)
- **Reverse-Engineered English AI Prompt**:
```text
A cinematic medium close-up of a young man with short dark hair, wearing a dark hooded jacket. Digital blue and white glitching particles appear to be forming and dissolving on the left side of his face. He looks directly at the camera with a serious, intense expression. The background is a blurred, dark cyberpunk street with subtle neon lights. The camera slowly pushes in, enhancing the dramatic effect of the digital transformation. Cinematic, high contrast, volumetric lighting.
```
### Shot 04 (`7.20s -> 9.60s`) — AI Generated Video
- **Forensic Verdict**: `ai_video` (`97%` confidence · Offline baseline: `code_ui_motion` · VLM: `flash`)
- **Forensic Evidence**: The character's features are highly stylized and perfectly symmetrical, indicative of AI art., Hair strands are too uniform and lack natural frizz or flyaways., The staff held by the character has an unnaturally smooth, rendered texture., The background is painterly and lacks photographic realism. — This shot is clearly an AI-generated fantasy character, not programmatic UI, due to its highly stylized aesthetic, perfect rendering, and lack of real-world physics. The offline label erred.
- **Camera & Lighting**: `MCU` | `Eye-level` | `Slow right pan with subtle push-in` | Lighting: Soft, ethereal lighting with a gentle glow, naturalistic fantasy atmosphere | Gear/Engine: Wan 2.1 / Midjourney Video
- **Recommended Remake Tool**: `Wan 2.1` (`16:9`, motion: `medium`)
- **Reverse-Engineered English AI Prompt**:
```text
A cinematic medium close-up of a beautiful fantasy elf woman with long, flowing white hair, piercing blue eyes, and delicate facial features. She wears intricate, ornate jewelry around her neck and ears, and holds a detailed, ancient-looking staff. Her expression is serene and wise. The background is a softly blurred, enchanted forest with dappled sunlight. The camera slowly pans right and subtly pushes in, revealing more of her intricate attire and the magical setting. Fantasy art style, high detail, ethereal lighting.
```
### Shot 05 (`9.60s -> 12.00s`) — Code / Remotion UI Motion
- **Forensic Verdict**: `code_ui_motion` (`99%` confidence · Offline baseline: `code_ui_motion` · VLM: `flash`)
- **Forensic Evidence**: Sharp, vector-based typography and geometric shapes., Clean, programmatic animation of text and bounding boxes., Consistent color palette and precise alignment, typical of UI., Absence of any organic textures or camera artifacts. — This shot is definitively code_ui_motion, characterized by its crisp typography, geometric design, and programmatic animation, perfectly matching the offline heuristic.
- **Camera & Lighting**: `WS` | `Eye-level` | `Code spring slide, text reveal` | Lighting: Flat UI canvas with subtle glow effects | Gear/Engine: Remotion 4 / After Effects
- **On-Screen / Spoken Copy**: "CHRONO ECHOES — AI Micro-Series"
- **Recommended Remake Tool**: `Remotion React` (`16:9`, motion: `high`)
- **Reverse-Engineered English AI Prompt**:
```text
A clean, minimalist title card animation. The text 'KLING 2.0 + WAN 2.1' appears first in a small, glowing purple rectangle. Below it, 'CHRONO ECHOES' animates in with a subtle spring effect, followed by 'AI Micro-Series · Coming This Fall' fading in. All text is white, set against a dark, deep purple background. The overall aesthetic is sleek, futuristic, and programmatic, with precise timing and smooth transitions.
```
- **Remotion Component Spec (`JSON`)**:
```json
{"componentLayout": "Vertical stack of text elements within a dark purple bounding box, centered on screen.", "springPhysics": {"fps": 60, "damping": 15, "stiffness": 100}, "paletteHexes": ["#1A0033", "#FFFFFF", "#9933FF", "#6600CC"], "textAnimationKeyframes": [{"text": "KLING 2.0 + WAN 2.1", "animation": "fade_in_slide_up", "delayMs": 0}, {"text": "CHRONO ECHOES", "animation": "spring_scale_in", "delayMs": 200}, {"text": "AI Micro-Series · Coming This Fall", "animation": "fade_in", "delayMs": 500}]}
```
## Layer 4 · Audio Beats, SFX Hits & Transcript
- **SFX / Stem Triggers (BandIt v2)**: `4.17s` (impact), `7.16s` (whoosh), `9.57s` (whoosh), `11.06s` (whoosh), `11.37s` (impact), `11.67s` (whoosh)
- **Beat Grid (`99.4 BPM`)**: `0.27s, 0.87s, 1.46s, 2.07s, 2.67s, 3.26s, 3.87s, 4.47s, 5.06s, 5.67s, 6.27s, 6.86s, 7.46s, 8.07s, 8.67s, 9.28s, 9.88s, 10.48s`
### Aligned Captions (`SRT`)
```srt
1
00:00:00,000 --> 00:00:02,400
NEO-KYOTO // SECTOR 09
2
00:00:04,800 --> 00:00:07,200
WHEN MEMORY BECOMES CODE
3
00:00:09,600 --> 00:00:12,000
CHRONO ECHOES — AI Micro-Series
```
{
"compositionId": "ai-cinematic-sci-fi-trailer",
"width": 864,
"height": 486,
"fps": 30,
"durationInFrames": 360,
"bpm": 99.4,
"sequences": [
{
"shotIndex": 1,
"fromFrame": 0,
"durationInFrames": 72,
"visualType": "ai_video",
"captionText": "NEO-KYOTO // SECTOR 09",
"remotionSpec": null,
"prompt": "A cinematic close-up of a young person with short, dark hair, wearing futuristic, glowing magenta neon visor glasses. They are looking slightly to the right, with a stoic expression. The background is a blurred, vibrant cyberpunk city street at night, filled with neon signs in blues, purples, and pinks. The camera slowly pushes in and subtly pans right, emphasizing the glow of the glasses and the urban atmosphere. Cinematic, 8K, volumetric lighting, shallow depth of field."
},
{
"shotIndex": 2,
"fromFrame": 72,
"durationInFrames": 72,
"visualType": "ai_video",
"captionText": null,
"remotionSpec": null,
"prompt": "A cinematic close-up of a young woman with dark hair, wearing large black headphones and a dark jacket with subtle orange neon accents. Her cheeks are adorned with glowing orange, pixelated glitter. She looks directly at the camera with a calm, intense gaze. The background is a soft, out-of-focus bokeh of colorful cyberpunk city lights. The shot is static, focusing on her expression and the intricate details of her face and glowing elements. Cinematic, high detail, volumetric lighting."
},
{
"shotIndex": 3,
"fromFrame": 144,
"durationInFrames": 72,
"visualType": "ai_video",
"captionText": "WHEN MEMORY BECOMES CODE",
"remotionSpec": null,
"prompt": "A cinematic medium close-up of a young man with short dark hair, wearing a dark hooded jacket. Digital blue and white glitching particles appear to be forming and dissolving on the left side of his face. He looks directly at the camera with a serious, intense expression. The background is a blurred, dark cyberpunk street with subtle neon lights. The camera slowly pushes in, enhancing the dramatic effect of the digital transformation. Cinematic, high contrast, volumetric lighting."
},
{
"shotIndex": 4,
"fromFrame": 216,
"durationInFrames": 72,
"visualType": "ai_video",
"captionText": null,
"remotionSpec": null,
"prompt": "A cinematic medium close-up of a beautiful fantasy elf woman with long, flowing white hair, piercing blue eyes, and delicate facial features. She wears intricate, ornate jewelry around her neck and ears, and holds a detailed, ancient-looking staff. Her expression is serene and wise. The background is a softly blurred, enchanted forest with dappled sunlight. The camera slowly pans right and subtly pushes in, revealing more of her intricate attire and the magical setting. Fantasy art style, high detail, ethereal lighting."
},
{
"shotIndex": 5,
"fromFrame": 288,
"durationInFrames": 72,
"visualType": "code_ui_motion",
"captionText": "CHRONO ECHOES — AI Micro-Series",
"remotionSpec": {
"componentLayout": "Vertical stack of text elements within a dark purple bounding box, centered on screen.",
"springPhysics": {
"fps": 60,
"damping": 15,
"stiffness": 100
},
"paletteHexes": [
"#1A0033",
"#FFFFFF",
"#9933FF",
"#6600CC"
],
"textAnimationKeyframes": [
{
"text": "KLING 2.0 + WAN 2.1",
"animation": "fade_in_slide_up",
"delayMs": 0
},
{
"text": "CHRONO ECHOES",
"animation": "spring_scale_in",
"delayMs": 200
},
{
"text": "AI Micro-Series · Coming This Fall",
"animation": "fade_in",
"delayMs": 500
}
]
},
"prompt": "A clean, minimalist title card animation. The text 'KLING 2.0 + WAN 2.1' appears first in a small, glowing purple rectangle. Below it, 'CHRONO ECHOES' animates in with a subtle spring effect, followed by 'AI Micro-Series · Coming This Fall' fading in. All text is white, set against a dark, deep purple background. The overall aesthetic is sleek, futuristic, and programmatic, with precise timing and smooth transitions."
}
]
}
Every shot is sampled at Start / Mid / End into a single WebP forensic sheet before Gemini VLM inspection—detecting subtle motion warps, lip-sync cadence, and UI spring transitions while cutting token overhead by 70%.
Copied to clipboard!
Why Teams Switch to Automated Shot Forensics
Replace manual frame-scrubbing and guesswork with deterministic cut detection + multimodal Gemini 2.5 VLM calibration.
Old Manual Workflow
Feeding a single screenshot into ChatGPT only describes a static photo—completely missing push-ins, whip pans, and physics motion.
With ShotBreakdown
3-keyframe Start / Mid / End Contact Sheet analysis captures true camera movement, lens focal feel, motion intensity, and negative prompts.
Old Manual Workflow
Dumping a 30-second multi-cut video into a generic chat model yields one vague paragraph instead of per-shot generation prompts.
With ShotBreakdown
Deterministic FFmpeg scene-cut splitting isolates every cut first, giving you an exact, copy-ready prompt per shot.
Old Manual Workflow
Wasting expensive Kling or Sora credits trying to lip-sync dialogue shots that belong in a dedicated talking-character engine.
With ShotBreakdown
Automatically detects Avatar / 3D Cartoon Talking shots and gives you a 1-click remake shortcut to AvatarSay (no monthly subscription).
How to Reverse-Engineer AI Video Prompts from Any Reference Video
01
Upload Reference Clip or Paste Social Link
Drop an AI trailer, commercial, or reference reel (MP4/MOV <= 100 MB) or paste a Shorts/Reels/TikTok URL.
02
Scene Splitting + 3-Frame Contact Sheet VLM Calibration
Each shot is sliced cleanly and mapped onto a Start/Mid/End keyframe grid so Gemini 2.5 VLM observes exact subject motion and lighting evolution.
03
Copy English Prompt + Negative Prompt into Kling, Wan, or Sora
Click "Copy Prompt" on any shot card—complete with aspect ratio, motion intensity tag, and recommended generator—or export all prompts in VIDEO.md.
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Frequently Asked Questions
Which AI video generators are the reverse-engineered prompts tuned for?+
Each shot prompt is structured in clean cinematic English (Subject + Action Trajectory + Camera Movement + Lens & Lighting + Atmosphere) alongside a Negative Prompt, working directly in Kling 2.0, Wan 2.1, OpenAI Sora, Runway Gen-4, Seedance, and Pollo.ai.
Does Video-to-Prompt work on live-action videos too, not just AI clips?+
Yes! Creators frequently upload real cinema or commercial B-roll to get accurate camera-movement and lighting prompts so they can recreate a similar aesthetic in AI video generators.
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Just 10 credits (~$0.33 on the $9.90 Creator Pack, or ~$0.24 on the $29.00 Agency Pack). Plus, your first <=45s clip after signing in is free to test.
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