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作者基于上千张 AI 写真实践，分享自己写 ChatGPT image-2 / gpt-image-2 写真 prompt 的思路：从场景、光线、妆造、动作到负面约束，像写一场拍摄而不是堆词。文章还总结了场景层次、成像方式、动作骨架和元素关系等写法。

A high-exposure natural-light cream-white floral lifestyle portrait set in a white-wall studio with a light wood floor and blinds.

A macro photography prompt with replaceable insect species, emphasizing extreme close-ups, cute expressions, detailed backgrounds, and National Geographic style.

A reference set of pastel tropical tankini swimwear images, featuring a strapless ruched top, high-leg bottoms, soft pastel colors, and fixed construction constraints.

Organized into a Chinese prompt for a New Chinese-style tea packaging key visual poster, preserving the 9:16 vertical layout, centered full cup, oversized title, flavor elements, and negative constraints.

A cleaned storyboard prompt for generating a tearful grief video, preserving the timeline, emotional progression, motion details, and explicit no-sound constraints.

A cleaned X case of AI motion shorts, preserving the original prompt structure, character setup, scene, camera movement, and constraints.

Conservatively cleaned into a prompt for 2006 Sony Ericsson K800i Cyber-shot style old-photo texture, highlighting flash, daylight, cool white balance, and early JPEG feel.

作者基于上千张 AI 写真实践，分享自己写 ChatGPT image-2 / gpt-image-2 写真 prompt 的思路：从场景、光线、妆造、动作到负面约束，像写一场拍摄而不是堆词。文章还总结了场景层次、成像方式、动作骨架和元素关系等写法。

A high-exposure natural-light cream-white floral lifestyle portrait set in a white-wall studio with a light wood floor and blinds.

A macro photography prompt with replaceable insect species, emphasizing extreme close-ups, cute expressions, detailed backgrounds, and National Geographic style.

A reference set of pastel tropical tankini swimwear images, featuring a strapless ruched top, high-leg bottoms, soft pastel colors, and fixed construction constraints.

Conservatively cleaned into a prompt for 2006 Sony Ericsson K800i Cyber-shot style old-photo texture, highlighting flash, daylight, cool white balance, and early JPEG feel.

A cleaned storyboard prompt for generating a tearful grief video, preserving the timeline, emotional progression, motion details, and explicit no-sound constraints.

这篇文章整理了作者从大 V 账号和自己实测中筛选出的 X 运营工具，按找热点、写作环境、写长文、推文写作、配图、涨粉、复盘和进阶付费工具分类介绍。文中也标注了部分付费合作链接，并附上相关工具地址与使用场景。

A cleaned X-sourced vertical prompt for Nami in Chinese ink wash style, centered composition, ample negative space, and a dress-to-butterfly effect with negative constraints preserved.