AI Research Figure Assistant

Research Figure Prompts for Scientists

A curated collection of prompts for biomedical figures, model explainers, data visualizations, and agent-system diagrams. Copy one or continue directly in FigEditor Studio.

Prompt library

Filter by figure type, then copy a ready-to-use prompt or continue directly in FigEditor Studio.

Biomedicine

Patient cohort and multimodal biomarker workflow

Create a Nature Medicine / Science Translational Medicine style research paper figure, landscape 3:2 (1536×1024), soft literature-science palette,…

Biomedicine

Single-cell immune atlas reveals treatment-response states

Create a polished Nature / Cell style biomedical research figure, landscape 3:2 (1536×1024), soft minimal palette, publication-ready.

Biomedicine

Multimodal medical-AI method figure

Create a Nature Biomedical Engineering / NeurIPS medical-AI method figure, landscape 3:2 (1536×1024), soft literature-science colors and minimal ac…

Biomedicine

Therapeutic response bar and forest plot

Create a Nature Medicine style statistical results figure, landscape 3:2 (1536×1024), soft, restrained, publication-quality.

Model explainers

Transformer encoder–decoder architecture

Landscape 16:9 academic concept figure of the Transformer encoder-decoder architecture, NeurIPS camera-ready style. Two vertical column stacks side…

Agent systems

Retrieval-Augmented Generation pipeline

Landscape 16:9 academic systems diagram of a RAG pipeline, 6-stage left-to-right flow.

Agent systems

Multi-agent LLM system architecture

Landscape 16:9 high-fidelity systems figure of a multi-agent LLM architecture, in the style of a richly detailed AutoGen / LangGraph / Anthropic Ma…

Model explainers

Denoising diffusion forward/reverse chain

Landscape 16:9 academic figure of diffusion forward + reverse chains, two horizontal chains stacked vertically.

Data visualization

Empirical scaling laws plot

Landscape 16:9 log-scaled plot of training loss vs compute, four curves for different model sizes.

Data visualization

Benchmark comparison heatmap

Landscape 16:9 heatmap matrix of models × benchmarks.

Data visualization

Ablation bar chart with error bars

Landscape 16:9 grouped-bar ablation chart.

Model explainers

LLM pretraining data-mixture sankey

Landscape 16:9 sankey diagram of a pretraining data mixture, three stages with translucent colored ribbons.

Model explainers

Multi-head attention heatmaps

Landscape 16:9 figure of 4 attention heatmaps (2×2 grid), shared 12-token input.

Model explainers

Frontier LLM family tree (2018–2026)

Landscape 16:9 timeline / family tree of frontier LLMs 2018–2026, three vertically stacked lanes over a horizontal time axis.

Agent systems

ReAct reasoning trace

Landscape 16:9 figure of a ReAct trace on a factual-QA task, vertical sequence of 7 alternating blocks.

Agent systems

Memory Router for Multimodal Agents

Design a premium conference-paper figure for an imaginary method called Memory Router for Multimodal Agents. Landscape layout, pure white backgroun…

Agent systems

Frontier Safety Eval Loop

Create a beautiful research flowchart for an AI safety benchmark pipeline called Frontier Safety Eval Loop. Landscape figure, white background, lar…

Agent systems

ICLR-style method figure

Create a polished ICLR-style Figure 1 for an imaginary method called "Hierarchical Memory Routing for Long-Context Multimodal Reasoning (HMR)". The…

Agent systems

LLM Persona Atlas

Create a premium conceptual figure for an EMNLP / ACL paper, landscape 16:9, high-resolution, polished editorial-academic style. Theme: "LLM Person…

Agent systems

Multimodal agent experiment workflow figure

Create a polished research workflow figure for a multimodal agent evaluation experiment. Landscape academic diagram on white background. Show stage…

Agent systems

Indirect prompt-injection attack flow

Landscape 16:9 security-paper figure of an indirect prompt-injection attack against a tool-using LLM agent. Four columns left-to-right, numbered fl…

Prompts are adapted from the open GPT-Image2-Skill research-paper figure gallery. Original attribution is retained where provided.

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