HomeReverse Prompt Engineering

Turn Images into AI Art Prompts

Upload any image and Ribbi will automatically identify its style category, then generate reusable bilingual Chinese-English AI art prompts and universal templates.

The full creative process

3 chapters, from first brief to final asset.

01/ 03
05-21 03:32

Reverse-Engineer the Reference Prompt, Then Swap Yourself In

U
User brief
/Reverse Prompt Engineering Fill the template with my photo: bedroom desk, facing the camera, warm wide-angle, front-cam look.
Ribbi
What Ribbi did
Ribbi runs a structured reverse pass on the reference: it identifies the category, writes bilingual scene descriptions, a ready-to-reuse English prompt and the core style keywords, then hands back a fill-in-the-blanks recreation template. The user only drops in their own photo and a new scene, and Ribbi carries the person into the bedroom-desk frame — curls, skin tone and warm palette all carried over.
02/ 03
05-21 04:10

Locking the Reference Camera Angle: a 3:2 Head-On Portrait

U
User brief
Exact same angle as this: body and face straight to the camera, no side profile. Make it 3:2.
Ribbi
What Ribbi did
Ribbi nails the desk-level low-angle framing from the reference — face straight to the lens, arms resting forward on the desk, wide-angle distortion and front-camera texture all intact, with the person's identity held steady. The user signs off on the spot, and this frame becomes the base for the video stage.
03/ 03
Approved
05-21 04:36

One Continuous Take: From Cool Pose to the Deadpool Dance

U
User brief
One locked-off take, no cuts: cool pose, puzzled stare, then a grin, a fist pump, and a Deadpool dance.
Ribbi
What Ribbi did
Ribbi drops the shot changes and runs the full 15 seconds as one continuous take: the camera never moves, and every emotional beat and move lands on rhythm. A single static selfie becomes a publish-ready bit of physical comedy.
00:15

Reverse Prompt Engineering

Challenges or pain points

The first three sentences were deleted and then rewritten, but the rate of deletions remained high.

One-step solution

Pass the draft over to me.

The highlight

Offer three completely different types of hooks at once, and there will always be one that catches the viewer's attention.

Who is using it?

The TikTok/Reels operation team members, the ones who always struggle to come up with content every day

Functional Highlights

AI Timed Reminder Tool

Use "Follow Up Customers" to set up automatic notifications for timely reminders. Use "Daily Release" to trigger the creation process at regular intervals. From meeting schedules to content scheduling, once you set it, you don't need to remember again. Ribbi reminds you on time and automatically executes.

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AI Hot Trend Analysis Tool

Use the "Trend Summary" Skill to automatically obtain the popularity of trending topics and keywords on TikTok, Xiaohongshu, and Instagram every day. Use the "Inspiration Analysis" Skill to determine the direction for your content, from following hot trends to setting a direction, helping you quickly find the next viral entry point.

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Viral Loop#TrendAlert#GenZAuthenticUGC#CollabShort-form#AIVideo
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One-click multi-platform publishing

The content will be directly synchronized and published to major social platforms such as TikTok, Instagram, YouTube, and X. Once the account is connected, the entire process from generation to distribution will be automated each time, eliminating the need to switch between multiple apps and upload one by one.

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AI Skill Creation Template Library

Create a complete advertising video using the "Product Advertisement" Skill. The "Story Book" Skill can generate storyboards in one click. The "Brand Poster" Skill can produce images in just three minutes. It covers hundreds of AI creation templates such as videos, images, music, and copywriting. We continuously update popular features and cover all the creative scenarios you can imagine.

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A few things you might be wondering

Ribbi Skill

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