Scientific Schematics
spacering-net/codeg
Create publication-quality scientific diagrams using Nano Banana 2 AI with smart iterative refinement.
A skill your agent uses when creating flowcharts, architecture diagrams, or conceptual diagrams - generates prompts for image AI
Install Figures Diagram
$ npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Norman-bury/research-writing-skill figures-diagram --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Norman-bury/research-writing-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/figures-diagram .claude/skills/figures-diagram && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "figures-diagram" agent skill from https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagram into .claude/skills/figures-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "figures-diagram", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagramType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Norman-bury/research-writing-skill figures-diagram --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Norman-bury/research-writing-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/figures-diagram .agents/skills/figures-diagram && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "figures-diagram" agent skill from https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagram into .agents/skills/figures-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "figures-diagram", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Norman-bury/research-writing-skill figures-diagram --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Norman-bury/research-writing-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/figures-diagram .cursor/skills/figures-diagram && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "figures-diagram" agent skill from https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagram into .cursor/skills/figures-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "figures-diagram", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Norman-bury/research-writing-skill.git --path skills/figures-diagram--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Norman-bury/research-writing-skill figures-diagram --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Norman-bury/research-writing-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/figures-diagram .gemini/skills/figures-diagram && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "figures-diagram" agent skill from https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagram into .gemini/skills/figures-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "figures-diagram", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Norman-bury/research-writing-skill figures-diagramInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Norman-bury/research-writing-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/figures-diagram .github/skills/figures-diagram && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "figures-diagram" agent skill from https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagram into .github/skills/figures-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "figures-diagram", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Norman-bury/research-writing-skill figures-diagram --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Norman-bury/research-writing-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/figures-diagram .opencode/skills/figures-diagram && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "figures-diagram" agent skill from https://github.com/Norman-bury/research-writing-skill/tree/main/skills/figures-diagram into .opencode/skills/figures-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "figures-diagram", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
figures-diagram- GitHub stars
- 3.4k
- Token cost
- ~548 tokens
- SKILL.md length
- 95 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when creating flowcharts, architecture diagrams, or conceptual diagrams - generates prompts for image AI
- Creating flowcharts
- SKILL.md covers 一、适用场景, 二、Checklist, 三、提示词生成模板 and 四、推荐生图AI, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Architecture diagrams
What it does
Figures Diagram is an agent skill from Norman-bury/research-writing-skill. Use when creating flowcharts, architecture diagrams, or conceptual diagrams - generates prompts for image AI
Its SKILL.md is about 550 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Diagrams. It works with Google Gemini. The repository describes itself as: 科研写作助手 (Research Writing Assistant). The licence is MIT.
When your agent uses it
- Creating flowcharts
- Architecture diagrams
- Conceptual diagrams - generates prompts for image AI
Example prompts
- “/figures-diagram”
What it can do on your machine
Read from SKILL.md and the folder at commit 6f79595. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Figures Diagram loads about 548 tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 95 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from Norman-bury/research-writing-skill at commit 6f79595, republished under its MIT licence (© Norman-bury). 95 words, ~548 tokens.
Download SKILL.mdSave it as
.claude/skills/figures-diagram/SKILL.md (or your agent's skills folder).- name
- figures-diagram
- description
- Use when creating flowcharts, architecture diagrams, or conceptual diagrams - generates prompts for image AI
流程图/结构图生成
本技能用于识别流程图、结构图、概念图等需求，并生成专业的画图提示词供生图AI使用。
一、适用场景
本技能处理的图表类型
| 图表类型 | 描述 | 示例 |
|---|---|---|
| 流程图 | 展示步骤、流程、算法 | 数据处理流程、实验步骤 |
| 架构图 | 展示系统、模型结构 | 神经网络架构、系统架构 |
| 概念图 | 展示概念关系 | 理论框架、知识结构 |
| 组织图 | 展示层级关系 | 分类体系、组织结构 |
| 时间线 | 展示时间顺序 | 研究历程、发展阶段 |
不适用本技能的图表
以下图表应使用 figures-python 技能：
- 折线图、柱状图、饼图等数据图表
- 散点图、热力图等统计图表
- 需要精确数值的任何图表
二、Checklist
- 确认是流程/结构图（非数据图表）
- 收集图表信息（目的、元素、关系）
- 确认风格偏好和语言要求
- 生成提示词
- 推荐生图AI工具
三、提示词生成模板
3.1 通用模板结构
绘制一个学术论文级别的[图表类型]，展示"[主题]"。
【整体布局】
- 布局方向：[从上到下/从左到右/中心辐射]
- 背景颜色：白色
- 风格：专业学术风格
- 分辨率：450 DPI
【具体内容】
[详细描述每个元素和关系]
【配色方案】
- [颜色1]：[用途]
- [颜色2]：[用途]
【风格要求】
- 所有文字清晰可读
- 箭头流向清晰
- 添加必要的标注3.2 流程图模板
绘制一个学术论文级别的流程图，展示"[流程名称]"。
【流程步骤】
步骤1：[名称]
- 框体颜色：[颜色]
- 内容：[内容]
步骤2：[名称]
- 与步骤1的关系：[箭头说明]
...
【配色方案】
- 蓝色(#4E79A7)：数据处理步骤
- 橙色(#F28E2B)：核心算法步骤
- 绿色(#59A14F)：输出/结果步骤
【风格要求】
- 圆角矩形框
- 带箭头连线
- 关键步骤加粗边框3.3 神经网络架构图模板
绘制一个学术论文级别的神经网络架构图，展示"[模型名称]"。
【网络结构】
输入层：[形状、表示方式]
隐藏层1：[层类型]
- 参数：[卷积核大小、通道数等]
- 颜色：[颜色]
[继续添加层...]
输出层：[形状、激活函数]
【配色方案】
- 蓝色系：卷积层
- 绿色系：池化层
- 橙色系：全连接层
- 紫色系：注意力层
【标注要求】
- 每层标注名称和参数
- 标注输入输出维度
- 创新点用红色虚线框标注四、推荐生图AI
| 工具 | 特点 | 适用场景 |
|---|---|---|
| Nano Banana | 学术图表专业 | 流程图、架构图 |
| Midjourney | 艺术感强 | 概念图、封面图 |
| DALL-E 3 | 理解力强 | 复杂结构图 |
使用建议：
- 首选 Nano Banana：专为学术图表设计
- 复杂结构用 DALL-E 3：对复杂描述理解更好
- 需要迭代用 Midjourney：支持变体生成
五、配色参考
Nature/Science 风格
蓝色: #2E86AB
玫红: #A23B72
橙色: #F18F01
砖红: #C73E1D
黄绿: #95C623简约学术风格
深蓝: #1D3557
中蓝: #457B9D
浅蓝: #A8DADC
米白: #F1FAEE
砖红: #E63946配色使用建议
- 输入/输出：蓝色系
- 核心处理：橙色系（加粗边框）
- 辅助步骤：灰色系
- 创新标注：红色虚线
- 成功/完成：绿色系
六、对话流程
用户请求流程图时
"我来帮你生成流程图的提示词。先确认几个信息：
- 图表目的：这个流程图要展示什么？
- 主要步骤：包含哪些关键步骤？
- 步骤关系：是线性流程还是有分支/循环？
- 语言要求：中文还是英文标注？
- 目标期刊：投稿到什么类型的期刊？"
生成提示词后
"已生成画图提示词，请复制到生图AI使用：
[提示词内容]
推荐使用：Nano Banana
生成后如果需要微调，可以告诉我具体修改需求。"
© Norman-bury, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/figures-diagram of Norman-bury/research-writing-skill.
Open the folder on GitHubat commit 6f79595
Compare with similar skills
Figures Diagram next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Figures Diagram this skillNorman-bury/research-writing-skill | 3.4k | — | ~548 | Automated safety check: Pass | MIT | |
| Scientific Schematicsspacering-net/codeg | 3.9k | 11 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Scientific SchematicsK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~5.1k | Automated safety check: Notes | MIT | |
| AI Daily DigestvigorX777/ai-daily-digest | 1.6k | — | ~1.3k | Automated safety check: Pass | None | |
| Sf Diagram NanobananaproJaganpro/sf-skills | 424 | — | ~1.6k | Automated safety check: Pass | MIT | |
| Nsfc RoadmapInternScience/DrClaw | 172 | — | ~2.5k | Automated safety check: Notes | None |
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Nsfc Roadmap
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Related
Works with
Categories
Questions about Figures Diagram
What does Figures Diagram do?
A skill your agent uses when creating flowcharts, architecture diagrams, or conceptual diagrams - generates prompts for image AI. Figures Diagram is an agent skill from Norman-bury/research-writing-skill.
When should I use Figures Diagram?
Figures Diagram fits situations like: creating flowcharts; architecture diagrams; conceptual diagrams - generates prompts for image AI.
How do I install Figures Diagram in Claude Code?
Run `npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a claude-code`. Or copy the skill folder (skills/figures-diagram in Norman-bury/research-writing-skill) into .claude/skills/figures-diagram in your project. Claude Code loads it when a task matches its description.
How do I install Figures Diagram in Codex?
Run `npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a codex`. Or copy the skill folder (skills/figures-diagram in Norman-bury/research-writing-skill) into .agents/skills/figures-diagram in your project. Codex loads it when a task matches its description.
Can I use Figures Diagram in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Norman-bury/research-writing-skill --skill figures-diagram -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/figures-diagram, .gemini/skills/figures-diagram, .github/skills/figures-diagram and .opencode/skills/figures-diagram in your project.
What does Figures Diagram need to run?
SKILL.md names no scripts, command-line tools or credentials: Figures Diagram is instructions for the agent only.
Does Figures Diagram access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Figures Diagram safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Figures Diagram use?
Figures Diagram is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Figures Diagram use?
About 548 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Figures Diagram?
Skills that share tags, products or a category with Figures Diagram: Scientific Schematics (spacering-net/codeg, 3.9k stars), Scientific Schematics (K-Dense-AI/scientific-agent-skills, 48k stars), AI Daily Digest (vigorX777/ai-daily-digest, 1.6k stars) and Sf Diagram Nanobananapro (Jaganpro/sf-skills, 424 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Figures Diagram?
Norman-bury (a GitHub user) maintains it in Norman-bury/research-writing-skill, which has 3,384 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on June 10, 2026.
Source: Norman-bury/research-writing-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.