Agent skill

Data Visualization

by vivy-yi in vivy-yi/xiaohongshu-skills

A skill your agent uses when presenting data insights, creating infographics, or making complex information visual

No licenceAuto-check passedData & Analytics

Install Data Visualization

skills CLI
$ npx skills add vivy-yi/xiaohongshu-skills --skill data-visualization -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install vivy-yi/xiaohongshu-skills data-visualization --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/vivy-yi/xiaohongshu-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/'skills/06-工具生态/data-visualization' .claude/skills/data-visualization && rm -rf skills-src

Use ~/.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/

Facts

Skill name
data-visualization
GitHub stars
474
Token cost
~7.5k tokens
SKILL.md length
3,683 words
Files
1
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when presenting data insights, creating infographics, or making complex information visual

  • Works in 7 steps: Define Your Data Story → Choose the Right Visualization Type → Create Effective Charts (Excel/Google… → …
  • Presenting data insights
  • SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Data Visualization is an agent skill from vivy-yi/xiaohongshu-skills. Use when presenting data insights, creating infographics, or making complex information visual

Its SKILL.md is about 7.5k 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 Data & Analytics, covering Data visualization and Infographics. It works with Xiaohongshu. The repository describes itself as: 139个完整的小红书运营技能 - Claude Code 技能插件系统。覆盖内容创作、账号运营、互动运营、数据分析、电商转化、平台规则、工具生态、营销推广、增长策略9大分类。

When your agent uses it

  • Presenting data insights
  • Creating infographics
  • Making complex information visual

Example prompts

  • “/data-visualization”

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Define Your Data Story
  2. Choose the Right Visualization Type
  3. Create Effective Charts (Excel/Google Sheets)
  4. Design Infographics in Canva
  5. Add Context and Insights
  6. Optimize for Xiaohongshu
  7. Iterate Based on Performance

What it can do on your machine

Read from SKILL.md and the folder at commit b42ff69. 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

Data Visualization loads about 7.5k tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 3,683 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~28
When it runs · the whole SKILL.md, loaded when a task matches
~7.5k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 3,683 words (~7,452 tokens).

“Data visualization transforms complex information into visual formats (charts, graphs, infographics) that audiences can understand in seconds. On Xiaohongshu, where audiences scroll quickly and attention spans are short, visual data presentation is a powerful content format: it's educational, save-worthy, and…”

— opening of SKILL.md by vivy-yi
name
data-visualization

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/06-工具生态/data-visualization of vivy-yi/xiaohongshu-skills.

Open the folder on GitHubat commit b42ff69

Compare with similar skills

Data Visualization 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.

Data Visualization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Data Visualization this skillvivy-yi/xiaohongshu-skills474—~7.5kAutomated safety check: PassNone
Tuftearef-vc/tufte-claude-skill307—~1.3kAutomated safety check: PassMIT
Microsim Generatordmccreary/ibook-skills105—~11kAutomated safety check: PassNone
Lieflat Chartslarashero3-dotcom/lieflat-charts6k1 repos~4.5kAutomated safety check: PassCC-BY-NC-4.0
Data VisualizationNeverSight/learn-skills.dev2161 repos~3.3kAutomated safety check: PassNone
Data Viz Rendererzebbern/claude-code-guide4.7k—~1.3kAutomated safety check: PassMIT

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  • Tufte

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    Apply Edward Tufte's principles to any data visualization, chart, dashboard, or infographic.

    307 GitHub stars~1.3k tokensUpdated 3 mo ago
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  • Microsim Generator

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  • Lieflat Charts

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    Generates single-file HTML charts and full-page reports from real gallery templates, using a grayscale base with optional color presets.

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  • Data Visualization

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Works with

Questions about Data Visualization

What does Data Visualization do?

A skill your agent uses when presenting data insights, creating infographics, or making complex information visual. Data Visualization is an agent skill from vivy-yi/xiaohongshu-skills.

When should I use Data Visualization?

Data Visualization fits situations like: presenting data insights; creating infographics; making complex information visual.

How do I install Data Visualization in Claude Code?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill data-visualization -a claude-code`. Or copy the skill folder (skills/06-工具生态/data-visualization in vivy-yi/xiaohongshu-skills) into .claude/skills/data-visualization in your project. Claude Code loads it when a task matches its description.

How do I install Data Visualization in Codex?

Run `npx skills add vivy-yi/xiaohongshu-skills --skill data-visualization -a codex`. Or copy the skill folder (skills/06-工具生态/data-visualization in vivy-yi/xiaohongshu-skills) into .agents/skills/data-visualization in your project. Codex loads it when a task matches its description.

Can I use Data Visualization 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 vivy-yi/xiaohongshu-skills --skill data-visualization -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/data-visualization, .gemini/skills/data-visualization, .github/skills/data-visualization and .opencode/skills/data-visualization in your project.

What does Data Visualization need to run?

SKILL.md names no scripts, command-line tools or credentials: Data Visualization is instructions for the agent only.

Does Data Visualization 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 Data Visualization 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 Data Visualization use?

No licence was found for Data Visualization or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Data Visualization use?

About 7.5k tokens (SKILL.md is roughly 30k 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 Data Visualization?

Skills that share tags, products or a category with Data Visualization: Tufte (aref-vc/tufte-claude-skill, 307 stars), Microsim Generator (dmccreary/ibook-skills, 105 stars), Lieflat Charts (larashero3-dotcom/lieflat-charts, 6k stars) and Data Visualization (NeverSight/learn-skills.dev, 216 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Data Visualization?

vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 474 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on January 23, 2026.

Source: vivy-yi/xiaohongshu-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.