Cell Highlights
franklee16/academic-research-skills
A skill your agent uses to produce the three signature Cell front-matter artifacts — Highlights (3–4 bullets, each ≤85 characters), the eTOC/In Brief blurb (~50 words, third-person), and the…
思维导图：把 Markdown 大纲（标题层级 + 列表）渲染成可交互思维导图 HTML，可选导出 PNG。适合知识结构、内容框架、SWOT、脑图梳理。当用户说 思维导图、脑图、mindmap、知识导图、大纲图、把要点做成脑图、内容结构图、SWOT图、树状图 时使用。基于 shared/scripts/mindmap.py（markmap 自包含 HTML + Chromium 渲染…
Install Mindmap
$ npx skills add ZJU-REAL/Easel --skill mindmap -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ZJU-REAL/Easel mindmap --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/ZJU-REAL/Easel.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openclaw/mindmap .claude/skills/mindmap && 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 "mindmap" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmap into .claude/skills/mindmap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mindmap", 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/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmapType 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 ZJU-REAL/Easel --skill mindmap -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ZJU-REAL/Easel mindmap --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openclaw/mindmap .agents/skills/mindmap && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mindmap" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmap into .agents/skills/mindmap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mindmap", 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 ZJU-REAL/Easel --skill mindmap -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ZJU-REAL/Easel mindmap --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openclaw/mindmap .cursor/skills/mindmap && 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 "mindmap" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmap into .cursor/skills/mindmap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mindmap", 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/ZJU-REAL/Easel.git --path skills/openclaw/mindmap--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 ZJU-REAL/Easel --skill mindmap -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ZJU-REAL/Easel mindmap --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openclaw/mindmap .gemini/skills/mindmap && 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 "mindmap" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmap into .gemini/skills/mindmap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mindmap", 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 ZJU-REAL/Easel mindmapInstalls 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 ZJU-REAL/Easel --skill mindmap -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openclaw/mindmap .github/skills/mindmap && 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 "mindmap" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmap into .github/skills/mindmap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mindmap", 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 ZJU-REAL/Easel --skill mindmap -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ZJU-REAL/Easel mindmap --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ZJU-REAL/Easel.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openclaw/mindmap .opencode/skills/mindmap && 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 "mindmap" agent skill from https://github.com/ZJU-REAL/Easel/tree/main/skills/openclaw/mindmap into .opencode/skills/mindmap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mindmap", 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
mindmap- GitHub stars
- 3.2k
- Token cost
- ~362 tokens
- SKILL.md length
- 87 words
- Files
- 1
- Skills in repo
- 113
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
思维导图：把 Markdown 大纲（标题层级 + 列表）渲染成可交互思维导图 HTML，可选导出 PNG。适合知识结构、内容框架、SWOT、脑图梳理。当用户说 思维导图、脑图、mindmap、知识导图、大纲图、把要点做成脑图、内容结构图、SWOT图、树状图 时使用。基于 shared/scripts/mindmap.py（markmap 自包含 HTML + Chromium 渲染…
- Works in 3 steps: 先把内容组织成清晰的 Markdown… → 层级建议 2-4 层，节点文字精炼（几个字），别把整句话塞进节点。 → HTML 可交互（展开/折叠、缩放），适合分享或嵌入；PNG 适合直接发图。
- Tasks that involve Startup and business strategy
- SKILL.md covers 输入, 输出（outputs/主题名/）, 执行 and 用法要点, plus 3 more sections
- Calls python and make
What it does
Mindmap is an agent skill from ZJU-REAL/Easel. 思维导图：把 Markdown 大纲（标题层级 + 列表）渲染成可交互思维导图 HTML，可选导出 PNG。适合知识结构、内容框架、SWOT、脑图梳理。当用户说 思维导图、脑图、mindmap、知识导图、大纲图、把要点做成脑图、内容结构图、SWOT图、树状图 时使用。基于 shared/scripts/mindmap.py（markmap 自包含 HTML + Chromium 渲染 PNG）。与 chart-visualization/infographic 区别：那些做数据图表/信息图，本 SKILL 专做层级大纲思维导图。
Its SKILL.md is about 360 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 Media & Creative, covering Startup and business strategy, Infographics and Markdown. The repository describes itself as: An open-source AI agent for social media — discover trends, create content, publish everywhere, and learn what works across Xiaohongshu, Douyin, Zhihu, Bilibili, and more.🎨一个开源的… The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Startup and business strategy
- Tasks that involve Infographics
- Tasks that involve Markdown
Example prompts
- “/mindmap”
Requirements
- Python 3
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 先把内容组织成清晰的 Markdown 大纲（层级分明、每节点简短）——这是脑图质量的关键，
- 层级建议 2-4 层，节点文字精炼（几个字），别把整句话塞进节点。
- HTML 可交互（展开/折叠、缩放），适合分享或嵌入；PNG 适合直接发图。
What it can do on your machine
Read from SKILL.md and the folder at commit fb80ae6. 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
Shell commands in SKILL.md call:
pythonmake
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
Mindmap loads about 362 tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 87 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 ZJU-REAL/Easel at commit fb80ae6, republished under its Apache-2.0 licence (© ZJU-REAL). 87 words, ~362 tokens.
Download SKILL.mdSave it as
.claude/skills/mindmap/SKILL.md (or your agent's skills folder).- name
- mindmap
- description
- 思维导图：把 Markdown 大纲（标题层级 + 列表）渲染成可交互思维导图 HTML，可选导出 PNG。适合知识结构、内容框架、SWOT、脑图梳理。当用户说 思维导图、脑图、mindmap、知识导图、大纲图、把要点做成脑图、内容结构图、SWOT图、树状图 时使用。基于 shared/scripts/mindmap.py（markmap 自包含 HTML + Chromium 渲染 PNG）。与 chart-visualization/infographic 区别：那些做数据图表/信息图，本 SKILL 专做层级大纲思维导图。
- layer
- produce
思维导图（Markdown → 脑图）
把 Markdown 大纲渲染成可交互思维导图 HTML，可选导出 PNG。走
skills/shared/scripts/mindmap.py（markmap）。
数据图表见 chart-visualization；信息图/流程图见 infographic；本 SKILL 专做层级大纲脑图。
输入
Markdown 大纲（用标题 #/##/### 表示层级，- 列表表示叶子）：
# 中心主题
## 分支一
- 要点 A
- 要点 B
## 分支二
- 要点 C输出（outputs/主题名/）
- 思维导图 HTML（单文件；markmap JS 走 CDN，联网可交互展开/折叠，离线打开不可交互）
- 可选 PNG 图片（
--png）
执行
脚本路径（相对项目根）：skills/shared/scripts/mindmap.py（make -h）。
# 先把内容整理成 Markdown 大纲（你来做），存为 outline.md，再：
python skills/shared/scripts/mindmap.py make -i outline.md \
-o outputs/主题名/mm.html --png-i - 可从 stdin 读；--title 自定义标题；--bg 背景色。
用法要点
- 先把内容组织成清晰的 Markdown 大纲（层级分明、每节点简短）——这是脑图质量的关键， 由你（LLM）完成：从文章/主题提炼中心 → 分支 → 要点。
- 层级建议 2-4 层，节点文字精炼（几个字），别把整句话塞进节点。
- HTML 可交互（展开/折叠、缩放），适合分享或嵌入；PNG 适合直接发图。
前置（PNG）
PNG 渲染需 playwright + chromium + 外网（markmap JS 走 CDN）。仅要 HTML 则无额外依赖。
规则
- 内容先成 Markdown 大纲再渲染，不要把无结构的长文直接丢进去。
- 节点简洁；层级不宜过深（超过 4 层可读性差）。
- 产物统一进
outputs/主题名/。
参考来源
markmap（Markdown → 交互式思维导图）是开源标准方案；本 SKILL 生成自包含 HTML（CDN 加载 markmap），并用 Chromium 无头渲染导出 PNG。
© ZJU-REAL, Apache-2.0. 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/openclaw/mindmap of ZJU-REAL/Easel.
Open the folder on GitHubat commit fb80ae6
Compare with similar skills
Mindmap 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 |
|---|---|---|---|---|---|---|
| Mindmap this skillZJU-REAL/Easel | 3.2k | — | ~362 | Automated safety check: Pass | Apache-2.0 | |
| Cell Highlightsfranklee16/academic-research-skills | 223 | 1 repos | ~1k | Automated safety check: Pass | None | |
| Molcell Highlightsbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Md2wechatgeekjourneyx/md2wechat-skill | 3.7k | — | ~3.8k | Automated safety check: Pass | Custom licence | |
| Bm Mdmiantiao-me/bm.md | 616 | — | ~2.1k | Automated safety check: Pass | LGPL-3.0 | |
| Visual Explainernicobailon/visual-explainer | 10k | — | ~3.3k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Mindmap
What does Mindmap do?
思维导图：把 Markdown 大纲（标题层级 + 列表）渲染成可交互思维导图 HTML，可选导出 PNG。适合知识结构、内容框架、SWOT、脑图梳理。当用户说 思维导图、脑图、mindmap、知识导图、大纲图、把要点做成脑图、内容结构图、SWOT图、树状图 时使用。基于 shared/scripts/mindmap.py（markmap 自包含 HTML + Chromium 渲染…. Mindmap is an agent skill from ZJU-REAL/Easel.
When should I use Mindmap?
Mindmap fits situations like: tasks that involve Startup and business strategy; tasks that involve Infographics; tasks that involve Markdown.
How do I install Mindmap in Claude Code?
Run `npx skills add ZJU-REAL/Easel --skill mindmap -a claude-code`. Or copy the skill folder (skills/openclaw/mindmap in ZJU-REAL/Easel) into .claude/skills/mindmap in your project. Claude Code loads it when a task matches its description.
How do I install Mindmap in Codex?
Run `npx skills add ZJU-REAL/Easel --skill mindmap -a codex`. Or copy the skill folder (skills/openclaw/mindmap in ZJU-REAL/Easel) into .agents/skills/mindmap in your project. Codex loads it when a task matches its description.
Can I use Mindmap 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 ZJU-REAL/Easel --skill mindmap -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mindmap, .gemini/skills/mindmap, .github/skills/mindmap and .opencode/skills/mindmap in your project.
What does Mindmap need to run?
Going by SKILL.md and its folder, Mindmap needs the command-line tools its instructions call (python and make). Our summary lists: Python 3.
Does Mindmap 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 Mindmap 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 Mindmap use?
Mindmap is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Mindmap use?
About 362 tokens (SKILL.md is roughly 1.4k 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 Mindmap?
Skills that share tags, products or a category with Mindmap: Cell Highlights (franklee16/academic-research-skills, 223 stars), Molcell Highlights (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Md2wechat (geekjourneyx/md2wechat-skill, 3.7k stars) and Bm Md (miantiao-me/bm.md, 616 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mindmap?
ZJU-REAL (a GitHub organization) maintains it in ZJU-REAL/Easel, which has 3,230 GitHub stars. The repository holds 113 skills in this directory. The repository was last updated on October 7, 2026.
Source: ZJU-REAL/Easel on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.