Group Negative Prompts by Failure
Added 2026-10
Group Negative Prompts by Failure — Chinese original prompt
我的负面词已经堆了三十个，效果反而变差。请按失败类型分成四组：[结构错（多指、多肢）]、[质感错（塑料感、过锐）]、[风格错（水印、文字、插画感）]、[内容错（不该出现的物件）]。每组只留三个最有效的，并说明删掉的词该由哪句正面描述替代。输出分组表与精简后清单。
Site original
Chinese original
Example
Sample input
负面词堆了三十个：多指、塑料感、水印、多余物件、过锐、插画感。按四类分组，每组只留三个。
The output should include
- 按四类失败分组，同类不混放
- 每组只留三条并说明删掉的理由
- 给删词对应的正面替代描述
Replace these placeholders 4
Swap the bracketed parts for your own details before sending.
[结构错（多指、多肢）][质感错（塑料感、过锐）][风格错（水印、文字、插画感）][内容错（不该出现的物件）]
How to use
能被正面描述替代的负面词都该删，负面词只留结构性问题。
Try tweaking it
- Swap style words for measurable parameters: light, lens, material, composition.
- Ask for three variants of one prompt, then compare the differences.
What you should get
- A parameter sheet you can act on (light, lens, material, framing)
- Two or three alternatives with trade-offs
Common mistakes
- Stacking words like "premium, cinematic, 8K" — no two results match.
- Asking for a real brand or celebrity look and getting something close but unusable.
How to check the output
- Parameters are executable — ready to use in a tool or hand to a designer.
- It explains the trade-offs, not just the final look.
Where it works
- Good for: breaking vague "premium feel" into concrete light, material, lens and composition parameters.
- Watch out: for real brands, celebrities or third-party work, use equivalent descriptions to avoid infringement.