在AI创作的天下里，提醒词是开启创意大门的钥匙。本文将带你解锁怎样用Gemini 2.5打造高质料的4o提醒词葬送的芙莉莲 动漫，轻佻生成独具作风的AI作品，不管是彩绘风还是科普卡，皆能信手拈来，快来一探究竟吧！

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最近一直在用4o抽多样好玩的卡，但每个提醒词皆要单独写，于是我就在计议能不成搞个通用提醒词和踏实的作风出来。

刚好最近刷到了一些彩绘作风的图片，我认为挺可以的，我就运转盘问彩绘海报要怎样搞；于是我拉上我的多模态好搭子Gemini2.5来写4o的提醒词，搞了一晚上捣腾出来一个AI彩绘风提醒词出来。

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这个过程还挺有好奇钦慕好奇钦慕的，用AI来生成AI的提醒词，东说念主类持重提需乞降标注。

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那让咱们扈从一个AI漫画科普提醒词来看一看怎样用Gemini2.5来写提醒词吧：

1.绽开Gemini开发者花样，采取2.5版块：

https://aistudio.google.com/app/prompts/new_chat

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2.输入我方的需求，最佳带上参考样例，这么可以让AI愈加聚焦。

我这里用的是 @吴熳 敦朴作念的英语卡片，看到了她的卡片，我嗅觉我可以搞点AI科普卡片出来。

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络续和AI同样，告诉它咱们到底要作念一件什么样的事情。

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3.把柄AI产出的初版提醒词，扔到4o里去测试，望望服从怎样样

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陈凯歌 男同

4.拿到4o的贬抑后，东说念主要给到富余的提倡，给Gemini 2.5进行标注，简陋Gemini了解怎样去优化提醒词

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5.反复标注改提醒词，直到生成一个郁勃的为止。

需求越复杂，标注次数越多，我的AI绘图卡标注了十几轮次的对话。

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6.标注罢了让AI络续产出多个其它本色的提醒词，咱们去测试服从怎样样，校正提醒词的踏实性。

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接下来可以采取络续让AI产出提醒词，然后一个卡片一个卡片生成。

也可以再萃取一个通用提醒词出来，萃取通用提醒词咱们需要告诉AI明确的需乞降结构条目；要是有特定的结构比如我可爱json，那我会给到参考json。

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终末难说念AI给你的json提醒词，络续去4o作念测试。

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重迭标注+测试历程多少次，取得一个踏实性高的提醒词。

以下是一些使用Gemini 2.5的手段：

1.牢记点save保存，要么刷新网页通盘本色皆没了。

Gemini的开发者花样是莫得自动保存的，要是你跟AI唠嗑了半天没保存不禁止关了网页，那么你只可重新运转了。

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2.认为Gemini本次回应的不好，可以点这个按钮，让它从壮盛成

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终末是两个提醒词，人人需要的自取，沿途开源：

– AI彩绘提醒词：

## 中枢指示：基于以下本色，使用界说的艺术作风设置文献创作插画 (华文本色)

**【用户提供的本色】**：

[ 这里填写本色 ]

—

**【艺术作风设置文献】(Art Style Profile):**

{ “art_style_profile”: {

“style_name”: “Expressive Hand-Drawn Concept Illustration (Rich Colored Pencil)”，

“visual_elements”: {

“shape_language”: “Organic forms， flowing lines， visible hand-drawn strokes and imperfections， avoids rigid geometry and perfect symmetry.”，

“colors”: {

“primary_palette”: [“Vibrant， warm， and energetic (e.g.， oranges， yellows， warm reds， lively blues/greens) OR adaptable palette based on the concept’s mood.”， “Natural blending and layering typical of colored pencils.”]，

“accent_colors”: [“Used dynamically for emphasis， often contrasting or complementary.”， “Potential use of symbolic colors like gold/orange if relevant to concept.”]，

“shading”: “Achieved through layered colored pencil strokes (hatching， cross-hatching， scumbling). Visible stroke direction and texture are KEY. Avoids smooth digital gradients.”

}，

“lighting”: {

“type”: “Atmospheric and expressive， enhances mood and form rather than strict realism.”，

“source_direction”: “Variable， dictated by compositional needs and desired mood.”，

“shadow_style”: “Textured shadows built up with pencil strokes， edges can be soft or defined based on stroke density， reflecting the medium.”

}，

“materials”: {

“surface_texture”: “**MUST HAVE prominent paper or canvas texture visible throughout.** Pigment texture from colored pencils should be apparent.”，

“reflectivity”: “Very low， matte finish typical of physical media on paper.”

}，

“composition”: {

“object_presentation”: “Dynamic， organic arrangement. Elements should feel interconnected， flowing， or actively interacting， centered around a core visual metaphor. **Strictly avoid grid-like or list-like layouts.** **Visual concept takes priority over displaying text.**”，

“perspective”: “Often employs flattened perspective or slight expressive distortion， avoids rigid vanishing points unless conceptually necessary.”，

“background”: “**Visually integrated and conceptually supportive.** Must feature visible hand-drawn texture and strokes. However， the specific execution (e.g.， pattern， dominant colors， structure， density of strokes) should **vary significantly based on the user’s content theme and mood**， offering visual distinction between different illustrations. **Avoid repetitive default background treatments (like generic swirls for every image); let the background subtly enhance the specific subject and atmosphere.**”

}，

“typography”: {

“font_style”: “**Highly legible Hand-drawn artistic Chinese characters (简体华文).** Clarity is paramount. Style should match the illustration’s energy but prioritize readability. Avoid overly complex or illegible styles.”，

“text_placement”: “**Include a short， descriptive phrase or tagline (perhaps 1-2 short lines， roughly 8-20 characters total， flexible) derived from the user’s content that captures the core purpose， benefit， or feeling.** This text should be clearly readable， artistically integrated as a significant visual element， adding descriptive value beyond just a title. It must enhance understanding without overwhelming the visuals. **Aim for meaningful description， not just keywords.**”，

“color”: “Harmonizes with the overall color palette， ensuring **strong contrast** for readability.”

}，

“rendering_style”: {

“technique”: “**Simulated Rich Colored Pencil on Textured Paper.** Focus on capturing the tactile quality.”，

“detail_level”: “Medium to high detail in texture and stroke work， while forms remain expressive and potentially simplified. Focus on 'soul’ over photorealism.”

} }，

“purpose”: “To generate a conceptually driven， emotionally resonant illustration that leverages the unique aesthetic and tactile qualities of hand-drawn colored pencil art to interpret the user’s input， **communicating primarily through visuals， thoughtfully enhanced by a meaningful， descriptive， yet concise hand-drawn text phrase or tagline that is seamlessly integrated.**”，

“negative_constraints”: [

“No photographic elements.”，

“No smooth， vector-like gradients or fills.”，

“No perfectly straight lines or geometric precision (unless part of the concept).”，

“No standard computer fonts.”，

“No non-Chinese text.”，

“Avoid overly clean， sterile digital look.”，

“Avoid literal， uninspired interpretations of the input.”，

“**Avoid lengthy sentences， multiple paragraphs， or purely informational text blocks.**”，

“**Avoid text that is difficult to read due to style， size， or placement.**”，

“**Avoid layouts where text visually dominates the artwork.**”，

“**Avoid highly repetitive background patterns across different images unless conceptually justified.**”

] }

} –ar 9:16葬送的芙莉莲 动漫

– AI科普卡提醒词：

## 中枢指示：为用户提供的AI术语华文称呼，自动创作并生成一张评释卡片插画。

**第一步：本色创作（由AI完成）**

* **输入：** 用户仅提供AI术语的华文称呼： **[ 强化学习 ]**

* **任务：**

1. **深信英文称呼：** 查找或生成该术语对应的常用英文称呼。

2. **撰写华文界说：** 创作一句简易、明晰、易于贯穿的华文界说，评释该术语的中枢含义。界说应相宜科普性质的卡片。

3. **构想插画场景：**

* 想考怎样用一个具体的、视觉化的场景或比方来评释这个术语。

* 场景应易于贯穿，能直不雅传达术语的要津意见。

* 态状这个场景，包括必要的元素（东说念主物、物品、动作、记号等）过甚互动状貌。**这个态状将看成底下图像生成的主要依据。**

**第二步：图像生成（基于第一步创作的本色，使用界说的艺术作风）**

* **使用以下【艺术作风设置文献】和第一步生成的本色（英文名、界说、插画场景态状）来创作最终的卡片图像。**

—

**【艺术作风设置文献】(Art Style Profile):**

{ “art_style_profile”: {

“style_name”: “Warm FriendlyWatercolor Educational Card”，

“visual_elements”: {

“shape_language”: “Soft edges， friendly and approachable forms， simple and clear shapes suitable for easy understanding.”，

“colors”: {

“primary_palette”: [“Warm and inviting colors (e.g.， soft oranges， yellows， gentle blues， light greens). Palette should feel cohesive and pleasant.”]，

“accent_colors”: [“Used subtly for emphasis where needed， maintaining overall harmony.”]，

“shading”: “Achieved through soft watercolor washes and layering. Avoid harsh lines or complex gradients. Texture should suggest watercolor on paper.”

}，

“lighting”: {

“type”: “Simple， clear， and even lighting. Focus is on clarity， not dramatic effect.”，

“source_direction”: “Generally frontal or ambient.”，

“shadow_style”: “Soft， subtle shadows using watercolor washes.”

}，

“materials”: {

“surface_texture”: “**MUST HAVE a visible， consistent textured paper background throughout the card.** Illustrations should have a gentle watercolor texture.”，

“reflectivity”: “Low， matte finish typical of watercolor on paper.”

}，

“composition”: {

“object_presentation”: “**Central illustration clearly depicting the concept described in the AI-GENERATED 'illustration_concept’ from Step 1.** Focus on the interaction or process being explained. Layout should be clean and uncluttered.”，

“perspective”: “Simple， often flattened 2D perspective for clarity.”，

“background”: “Subtle， unobtrusive background， often a light color wash or the textured paper itself， ensuring focus remains on the central illustration and text.”

}，

“typography”: {

“font_style”: “**Legible， friendly font for all text (Chinese and English).** Simplicity and readability are paramount. Avoid overly decorative fonts.”，

“text_placement”: [

“**Top:** Large， bold title containing the AI Term (Chinese first， AI-GENERATED English name below or beside in parentheses).”，

“**Below Title:** Smaller font size for the AI-GENERATED definition.”，

“**NO other text elements** unless part of the AI-GENERATED illustration concept itself.”

]，

“color”: “Dark， highly readable color (e.g.， dark brown， black， or a dark tone harmonious with the palette) ensuring strong contrast against the background.”

}，

“rendering_style”: {

“technique”: “**Simulated Warm Watercoloron Textured Paper.** Focus on a gentle， friendly， hand-drawn feel.”，

“detail_level”: “Medium detail， focusing on clarity and appeal rather than complexity. Forms should be easily recognizable.”

} }，

“purpose”: “To automatically generate a clear， friendly， and visually appealing educational flashcard for a given AI term (provided in Chinese). The process involves AI first creating the definition and illustration concept， then generating the image in a warm watercolor style.”，

“negative_constraints”: [

“No photographic elements.”，

“No vector art or smooth digital gradients.”，

“Avoid overly complex or abstract illustrations.”，

“Ensure generated definition is simple and accurate.”，

“Ensure generated illustration concept is relevant and explanatory.”，

“Avoid text that is hard to read.”，

“Strictly avoid adding extra text elements beyond title， definition， and those integral to the illustration concept.”，

“Avoid cluttered layouts.”

] }

} –ar 9:16

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