Agent skill

Huitun Data

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

A skill your agent uses when analyzing Xiaohongshu account performance, tracking content metrics, researching competitors, or making data-driven decisions to optimize content strategy

No licenceAuto-check passedWriting & Content

Install Huitun Data

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

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

GitHub CLI
$ gh skill install vivy-yi/xiaohongshu-skills huitun-data --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/huitun-data' .claude/skills/huitun-data && 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
huitun-data
GitHub stars
481
Token cost
~6.5k tokens
SKILL.md length
456 words
Files
1
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when analyzing Xiaohongshu account performance, tracking content metrics, researching competitors, or making data-driven decisions to optimize content strategy

  • Works in 5 steps: Analyze Account Performance → Research Competitors → Discover Trends and Topics → …
  • Analyzing Xiaohongshu account performance
  • 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

Huitun Data is an agent skill from vivy-yi/xiaohongshu-skills. Use when analyzing Xiaohongshu account performance, tracking content metrics, researching competitors, or making data-driven decisions to optimize content strategy

Its SKILL.md is about 6.5k 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 Writing & Content, covering Content strategy. 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

  • Analyzing Xiaohongshu account performance
  • Tracking content metrics
  • Researching competitors
  • Making data-driven decisions to optimize content strategy

Example prompts

  • “/huitun-data”

Workflow steps

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

  1. Analyze Account Performance
  2. Research Competitors
  3. Discover Trends and Topics
  4. Analyze Influencer Partners
  5. Optimize Content Strategy

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

Huitun Data loads about 6.5k tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 456 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~44
When it runs · the whole SKILL.md, loaded when a task matches
~6.5k

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 456 words (~6,485 tokens).

“Huitun Data is a professional analytics platform for Xiaohongshu that provides comprehensive data insights including account analysis, content performance tracking, influencer research, competitor monitoring, and trending topic discovery, enabling creators and brands to make informed, data-driven decisions.”

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

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit b42ff69

Compare with similar skills

Huitun Data 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.

Huitun Data compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Huitun Data this skillvivy-yi/xiaohongshu-skills481—~6.5kAutomated safety check: PassNone
Wb Xhs Schedule Reviewwenziai/wenzi-xhs-agent-skills168—~816Automated safety check: PassNone
Blogger Distillerotter1101/blogger-distiller701—~3.8kAutomated safety check: NotesMIT
Email PlanAgriciDaniel/claude-email130—~4.3kAutomated safety check: PassMIT
Geo Review HTMLViryaZheng/recomby-geo458—~1.3kAutomated safety check: PassMIT
Content BriefMadAppGang/claude-code2851 repos~959Automated safety check: PassMIT

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Works with

Questions about Huitun Data

What does Huitun Data do?

A skill your agent uses when analyzing Xiaohongshu account performance, tracking content metrics, researching competitors, or making data-driven decisions to optimize content strategy. Huitun Data is an agent skill from vivy-yi/xiaohongshu-skills.

When should I use Huitun Data?

Huitun Data fits situations like: analyzing Xiaohongshu account performance; tracking content metrics; researching competitors; making data-driven decisions to optimize content strategy.

How do I install Huitun Data in Claude Code?

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

How do I install Huitun Data in Codex?

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

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

What does Huitun Data need to run?

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

Does Huitun Data 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 Huitun Data 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 Huitun Data use?

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

How many tokens does Huitun Data use?

About 6.5k tokens (SKILL.md is roughly 26k 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 Huitun Data?

Skills that share tags, products or a category with Huitun Data: Wb Xhs Schedule Review (wenziai/wenzi-xhs-agent-skills, 168 stars), Blogger Distiller (otter1101/blogger-distiller, 701 stars), Email Plan (AgriciDaniel/claude-email, 130 stars) and Geo Review HTML (ViryaZheng/recomby-geo, 458 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Huitun Data?

vivy-yi (a GitHub user) maintains it in vivy-yi/xiaohongshu-skills, which has 481 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.