为论文配图而生的中文 Prompt 库
精选中文学术 prompt：研究框架图、技术路线图、机制示意图、统计图。一键复制、一键试用。
60+ Prompts
8 Categories
3 Languages
59 个 Prompt
Decision-Tree Selection Workflow
Yes/No branches guiding the reader from a starting question to a recommended approach.
集中式学习 vs 联邦学习 vs 无数据融合
三种范式横向对比图，按通信开销、隐私保护、适用场景多维度展示差异。
Method Comparison Mind Map (Pros vs Cons)
Clean side-by-side comparison of two approaches with color-coded pros and cons branches.
Method Comparison Radar Chart
Multi-axis radar comparing three methods on five evaluation dimensions.
Shared-Foundation, Divergent-Choices Comparison
Two systems share a common foundation but diverge across attention, scale, training, and deployment.
概念流程循环图
把概念、阶段和反馈关系组织成清晰的循环式教育信息图。
科研发现时间线
按时间展示关键发现、方法演进和里程碑，适合综述和教学内容。
Cross-Regional Corridor / Network Map
Country outline with multi-stage build-out of a network corridor across regions.
Layered System Architecture Stack
Five-layer abstraction stack with single responsibility per layer and downward dependencies only.
Multi-View Orthographic Product Illustration
Top, front, side, and isometric views of a product on a clean grid for spec sheets.
有机反应机理图
展示亲核进攻、中间体、产物和电子转移箭头的教材式机理图。
PID Control Loop
Classic feedback control loop with set-point, error, controller, plant, sensor and disturbance.
3U CubeSat System Architecture
Block diagram of CubeSat subsystems with simulation environment integration.
OT Cybersecurity Service Lifecycle
A circular four-phase service lifecycle around an OT cybersecurity platform.
Hybrid Energy Storage System Schematic
EV power-architecture diagram with fuel cell, battery, and supercapacitor through DC-DC converters.
IoT Sensor → Edge → Cloud Pipeline
Three-tier IoT data path with sensors at the edge, gateway aggregation, and cloud analytics.
RF Receiver Signal Chain
Antenna → LNA → mixer → IF filter → ADC → DSP, with annotated gains and frequencies.
Robotics Motion-Control Loop with Safety Layer
Reference policy + low-level controller + robot dynamics + safety filter, with stability indicator.
可读性与对比度优化
提升文字对比度、字号和色盲友好配色，让图表更适合发表。
Upgrade to Journal-Cover Impact Style
Polish a scientific figure into a Science / Nature cover-style hero visual while keeping the data structure intact.
Patent / Technical Drawing Conversion
Convert a colored product render to clean monochrome line art with reference-numbered callouts.
配色与字体精修
在保留图表结构的前提下，统一配色、字体、线宽和版式对齐。
严格标签修改
只修改指定标签、数值或术语，不改变原图结构和布局。
Atherosclerosis Inflammation Mechanism
Endothelial dysfunction, LDL retention, monocyte recruitment, foam cells and plaque formation.
CRISPR-Cas9 Mechanism Diagram
Guide-RNA-loaded Cas9 binds protospacer, makes a double-strand break, and triggers NHEJ or HDR repair.
Lipid Metabolism Compartmental Diagram
Compartment-specific lipid pools with labeled flux arrows and simplified molecular icons.
Mitophagy Cycle Diagram
PINK1/Parkin labeling, autophagosome engulfment, lysosome fusion and degradation.
Multi-Panel Experimental Figure (A / B / C)
Three-panel composite with cell-viability, Western blot, and clinical timeline.
化学分子构效关系（SAR）图
靶点分子结构 + 修饰位点 + 活性数据矩阵的构效关系研究图。
Drug Pharmacokinetics — ADME Diagram
Absorption, Distribution, Metabolism and Excretion summarised with a body schematic and a plasma curve.
Tumor Evolutionary Tree (Subclonal Architecture)
Branched phylogeny showing parental clone diversifying into subclones under therapeutic pressure.
Decoder-Only LLM Architecture (GPT-Style)
Stacked decoder blocks with masked self-attention and a language modeling head.
扩散模型流程
正向加噪、反向去噪、时间步和噪声预测组成的扩散模型结构图。
GAN 训练流程
生成器、判别器、真实样本、伪样本与损失反馈组成的 GAN 训练闭环。
Graph Neural Network Message Passing
Node feature update via neighborhood aggregation across L message-passing layers.
Mixture-of-Experts (MoE) Layer
Sparse routing of tokens through a gating network into top-k experts.
多智能体框架
由有向图组织的多智能体协同评估工作流，含任务分解、知识检索、推理与校验。
RAG 系统流程
查询、向量检索、上下文拼接、LLM 生成与离线索引组成的 RAG 流程图。
Transformer 架构
编码器-解码器 Transformer 架构图，包含注意力、残差连接和输出头。
U-Net 分割
编码器、解码器、跳跃连接和分割输出组成的 U-Net 医学/遥感分割图。
ViT 架构
图像切块、Patch Embedding、位置编码、Transformer Encoder 和分类头流程。
Multi-Agent Code-Generation Orchestrator
Planner / Coder / Tester / Reviewer agents coordinated by an orchestrator with shared memory.
联邦学习流程
客户端本地训练、参数上传、服务器聚合和下一轮广播组成的联邦学习闭环。
Risk Analysis Framework: FMEA / FTA / DSM
Three complementary risk analyses (failure mode, fault tree, dependency) sharing a simulation telemetry source.
LLM Evaluation Framework
Closed-loop evaluation harness running an LLM agent against benchmark problems with deployment, scoring and reporting.
Multi-Phase Qualification Framework
Seven sequential qualification phases with phase number, name and 2-3 short activities each.
Multimodal Fusion Pipeline (Image + Text)
Per-modality encoders, projection to a shared space, fusion module and a downstream classifier.
AI Protein Design Workflow
Backbone generation, sequence painting, structure prediction and binding-energy calculation.
Therapeutic siRNA Design Pipeline
End-to-end siRNA discovery from target nomination to LNP-formulated in vivo delivery.
国自然研究框架图（四研究层级）
面上项目申请书风格的研究框架图，多研究内容相互支撑，调节变量明示。
Wildfire Risk & Evacuation Framework
GIS spatial database fuels a risk-map module that drives evacuation routing.
消融实验图
横向条形图展示完整模型与去除模块后的性能下降，并标注差值。
模型对比柱状图
按数据集分组比较多个模型指标，适合实验结果和 benchmark 展示。
Confusion Matrix Heatmap
Square heatmap showing predicted-vs-true counts with row-normalised colors and value annotations.
ID vs OOD Score Distributions
Two overlapping kernel density curves showing ID/OOD separability with mean markers and threshold line.
Clinical Outcomes Forest Plot
Forest plot of relative risks with 95% CI for surgical complications.
ROC and Precision-Recall Curve Overlay
Two-panel ROC + PR curves overlaying multiple models on one chart for comparison.
训练损失曲线
训练集与验证集 loss / accuracy 曲线，适合展示模型收敛与过拟合。
Training Time vs Accuracy Trade-off
Scatter plot of training time (x) vs validation accuracy (y) with Pareto frontier highlighted.
如何写出高质量 Prompt
评分高的 prompt 共享四个要素：先点目标、再列要素、定布局、最后定风格。
1. 目标
一句话说清要画什么。控制在 25 字以内。
2. 要素
用 bullet 列出要包含的模块、阶段、数据系列或分子，模型会按 prompt 原文复现标签。
3. 布局
明确选一个朝向（左到右、上到下、2x2 网格、辐射状），不要混合。
4. 风格
指定调色板、字体、目标期刊，以及图生图时的保留规则。