Which AI model is this prompt for?

The author generated it with 通用 / 未注明. The recommended ratio is the original ratio. Similar models can run the same prompt, with different results.

How do I use this prompt?

Copy the prompt, replace any placeholder such as the subject in “Stateless LLM and Agent Memory Infographic”, and paste it into 通用 / 未注明.

Who owns this image and prompt?

They belong to 宝玉 (@dotey). Original post: https://x.com/dotey/status/1999694013687824816. Contact the author before commercial use.

Two beige slides explain stateless large language models and an agent memory loop with a user and external storage., generate

Stateless LLM and Agent Memory Infographic

宝玉 @dotey · 2025-12-12View on X ↗

通用 / 未注明 (original: NotebookLM)♥ 1936321504 views

目标受众：{受众，例如：公司高管 / 技术团队 / 产品经理 / 普通用户} 
演示目的：{目的，例如：技术分享 / 项目汇报 / 产品介绍 / 教学使用} 
整体篇幅：{页数，例如：10 页以内 / 15～20 页} 
风格要求：{风格}
视觉效果：{视觉效果}

风格：
1. 专业，内容呈现以准确、逻辑、严谨为主，强调框架化表达（适合企业汇报、战略沟通、技术述职）
2. 简洁，尽量减少装饰性内容，保留一级标题/二级标题，无其他内容，结构干净利落（适合快速阅读、高管场景）
3. 具象比喻，通过贴近生活的例子、比喻、类比，让复杂内容变得容易理解（适合面向小朋友、非专业受众群体）
4. 故事化，内容以叙事链条组织，用“背景—冲突—解决—结果”模型推动 （适合产品发布、经验分享）
5. 数据驱动，强调数据、指标、趋势、对比分析，以数据结论作为核心逻辑（适合商业分析、调研报告）
6. 教学，结构更加循序渐进，以解释概念、举例说明、对比差异、步骤演示为主（适合教学、培训类）
7. 激励，采用鼓舞语气和积极愿景，强调“为什么重要”“我们要做什么” （适合团队动员、年度启动会、愿景介绍）
8. 产品展示，突出场景镜头、用户价值、功能亮点、体验流程，强调“好处和使用方式”（适用于新品发布、方案宣讲）
9. 思维导图，以概念之间的关联为主线，用层次化结构展开知识网络（适合复杂主题）

视觉效果：
1. 极简留白，以大量留白、弱化装饰、突出内容主体为核心，整体视觉干净现代（适合专业场景、高管简报）
2. 强调色块，通过大色块和模块化布局强化层级关系，使重点更醒目（适合方案展示、运营复盘）
3. 卡片式布局，以卡片、分区、分栏组织内容，让阅读更轻松清晰（适合内容较多、结构化信息）
4. 图标驱动，以统一风格的图标、符号表达概念，降低文字密度、增强可读性（适合流程讲解、结构说明）
5. 插画或手绘感，采用柔和插画或轻松手绘笔触，增强亲和力与友好度（适合科普、教学、文化主题）
6. 科技质感，以线条、渐变、光效构建轻科技氛围，视觉更现代（适合 AI、数据、互联网主题）
7. 深色主题，以暗色背景配亮色文字形成强对比，强调稳重与冲击力（适合正式场景、数据展示）
8. 信息可视化，以图表、趋势图、结构图作为主视觉，减少大段文字（适合分析汇报、研究报告）
9. 分镜叙事，以类似电影分镜的结构呈现画面连续性，使内容更具故事流动感（适合产品发布、战略叙述）
10. 品牌一致，严格遵循品牌色、字体体系与风格规范，整体一致性强（适合外部宣讲、品牌官方材料）

Target audience: {audience, e.g. company executives / technical team / product managers / general users}
Presentation purpose: {purpose, e.g. technical sharing / project report / product introduction / teaching}
Overall length: {page count, e.g. within 10 pages / 15–20 pages}
Style requirement: {style}
Visual treatment: {visual treatment}

Styles:
1. Professional: prioritize accuracy, logic, and rigor, with structured expression (for corporate reports, strategy talks, technical reviews)
2. Concise: minimize decoration, keep only primary and secondary headings, clean structure (for quick reading and executive settings)
3. Concrete analogy: use everyday examples, metaphors, and analogies so complex ideas are easier to grasp (for children and non-expert audiences)
4. Story-driven: organize content as a narrative chain using background–conflict–resolution–outcome (for product launches and experience sharing)
5. Data-driven: emphasize data, metrics, trends, and comparisons, with data conclusions as the core logic (for business analysis and research reports)
6. Instructional: progress step by step through concepts, examples, contrasts, and demonstrations (for teaching and training)
7. Motivational: use an encouraging tone and a positive vision, stressing why it matters and what we will do (for team mobilization, kickoffs, and vision talks)
8. Product showcase: highlight scenes, user value, feature highlights, and the experience flow, stressing benefits and how to use it (for launches and solution pitches)
9. Mind map: follow relationships between concepts and unfold a knowledge network in layers (for complex topics)

Visual treatments:
1. Minimal whitespace: lots of white space, reduced decoration, content as the focus, clean and modern (for professional and executive briefings)
2. Bold color blocks: large color blocks and modular layout to strengthen hierarchy (for proposals and operations reviews)
3. Card layout: cards, zones, and columns for easier, clearer reading (for dense, structured information)
4. Icon-driven: consistent icons and symbols to lower text density and improve readability (for process and structure explanations)
5. Illustration or hand-drawn: soft illustration or light hand-drawn strokes for a friendly feel (for science, teaching, and culture)
6. Tech texture: lines, gradients, and light effects for a light tech atmosphere (for AI, data, and internet topics)
7. Dark theme: dark background with bright text for strong contrast, weight, and impact (for formal settings and data displays)
8. Information visualization: charts, trend graphs, and diagrams as the main visual, less long text (for analysis and research reports)
9. Storyboard narrative: a film-storyboard structure for visual continuity and narrative flow (for product launches and strategy narratives)
10. Brand consistency: strictly follow brand colors, type system, and style rules (for external talks and official brand materials)

#Infographic

A two-slide beige infographic: the top uses a line-drawn brain to explain that large language models are stateless and cannot recall prior turns; the bottom diagrams a user, agent, and external memory loop. Clean and professional, suited to technical explainers and presentation references.

Posted on X by @dotey. PromptGallery only indexes it. Copyright stays with the author.