Mastering AIGC! Reverse Prompting + Polishing Techniques

1. Reverse Engineer Image Prompts

Analyze this image and generate a text-to-image prompt that can guide an AI image generation tool to recreate a similar piece.

The prompt should describe the image in text from the perspectives of subject matter, scene setting, style reference, color palette, composition/angle, and additional details.

Core Purpose: Deconstruct high-quality AI images or real photographs to extract key, AI-recognizable prompts such as subject description, artistic style, color composition, lighting atmosphere, etc. This helps quickly learn the creative logic behind popular works for style replication or secondary creation.

Practical Steps: Upload an image (local / link) → AI automatically analyzes (10-30 seconds) → Copy the generated detailed prompt → Fine-tune as needed before use.

Applicable Scenarios: Beginners learning prompt writing, cross-style migration creation (e.g., applying cyberpunk style to landscape themes), quickly replicating the visual effects of desired images.

2. Reverse Engineer Video Prompts

This is an AI video generated by 【XXXXX】

First, break down the video into different shots.

Then, perform an extremely detailed analysis for each shot,

including visual style, subject, action description, camera movement, character dialogue, etc.

Finally, provide me with a complete prompt for generating a similar video.

Core Purpose: For AI-generated videos or video clips, reverse engineer video-specific prompt elements such as cinematography, pacing, scene transitions, and style settings. This addresses issues like vague AI video generation instructions and results not meeting expectations.

Practical Logic: Similar to image reverse engineering. Simply upload a video clip or video thumbnail. The generated prompts are compatible with mainstream AI video tools like Runway and Pika, and can be directly reused or adjusted for narrative themes.

3. Prompt Polishing

You are a prompt optimization expert. Starting from my

initial requirement, ask questions repeatedly until you are 90% confident you understand it.

Then, generate a perfect prompt.

After outputting, ask me if I'm satisfied.

If not, iterate and update.

My initial requirement is 【XXXXX】

Core Purpose: Refine vague, simple original prompts into precise instructions that are structured and aligned with AI model comprehension logic, significantly improving the relevance of AI-generated content.

Core Polishing Dimensions:

Basic Proofreading: Correct grammar/expression issues to ensure fluent sentences;
Streamlining & Strengthening: Remove redundant information and highlight the core creative intent;
Enriched Expression: Add details like style, lighting, mood to enhance visual appeal;
Logic Optimization: Improve sentence flow to make the instructions more organized;
Context Adaptation: Adjust tone/style to match different creative needs (e.g., marketing copy, artistic creation, workplace presentations).
Core Technique: Use a three-layer structure for writing prompts: "Intent Layer + Constraint Layer + Example Layer." Clearly define "what to do + constraints + reference examples" to help the AI accurately understand the requirements.

4. Practical Tips & Pitfalls to Avoid

Do not directly copy-paste reverse-engineered prompts. Prioritize fine-tuning core elements like the subject and scene, while retaining high-quality details like style and lighting to avoid generating content highly similar to the original image.

When polishing prompts, avoid vague instructions (e.g., "draw a nice picture"). Add specific qualifiers (e.g., "draw a Hayao Miyazaki-style forest landscape with watercolor texture, warm color palette").

When choosing tools, prioritize websites that are free, require no registration, and protect privacy to avoid leaking your creative assets.

Make good use of additional tool features, such as "prompt translation" on reverse-engineering sites or "template categorization" on utility sites, to improve cross-platform and cross-scenario creation efficiency.

Build a personal prompt library. Categorize high-quality keywords from reverse engineering and polished, precise instructions by "style/scenario" for quick combination and reuse in future creations.