Agent skill

Xinhong Data

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

A skill your agent uses when conducting deep analytics on Xiaohongshu accounts, tracking content performance trends, researching influencer data, monitoring category growth, or making strategic…

No licenceAuto-check passedMarketing & SEO

Install Xinhong Data

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

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

GitHub CLI
$ gh skill install vivy-yi/xiaohongshu-skills xinhong-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/xinhong-data' .claude/skills/xinhong-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
xinhong-data
GitHub stars
481
Token cost
~10k tokens
SKILL.md length
1,546 words
Files
1
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when conducting deep analytics on Xiaohongshu accounts, tracking content performance trends, researching influencer data, monitoring category growth, or making strategic…

  • Works in 2 steps: Conduct Account Audits → Deep Competitor Analysis
  • Conducting deep analytics on Xiaohongshu accounts
  • SKILL.md covers Overview, When to Use, Core Pattern and Quick Reference, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Xinhong Data is an agent skill from vivy-yi/xiaohongshu-skills. Use when conducting deep analytics on Xiaohongshu accounts, tracking content performance trends, researching influencer data, monitoring category growth, or making strategic decisions with comprehensive social media analytics

Its SKILL.md is about 10k 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 Marketing & SEO, covering Content marketing and Influencer and creator marketing. 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

  • Conducting deep analytics on Xiaohongshu accounts
  • Tracking content performance trends
  • Researching influencer data
  • Monitoring category growth

Example prompts

  • “/xinhong-data”

Workflow steps

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

  1. Conduct Account Audits
  2. Deep Competitor Analysis

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

Xinhong Data loads about 10k tokens when it runs. Until then it costs about 60 tokens; SKILL.md has 1,546 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~60
When it runs · the whole SKILL.md, loaded when a task matches
~10k

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 1,546 words (~10,183 tokens).

“Xinhong Data is a professional analytics platform specifically designed for Xiaohongshu, providing deep insights into account growth, content performance, influencer partnerships, industry trends, and competitive intelligence with granular data visualization and reporting capabilities for brands, agencies, and serious creators.”

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

Read the full SKILL.md on GitHub

Files

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

Open the folder on GitHubat commit b42ff69

Compare with similar skills

Xinhong 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.

Xinhong Data compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Xinhong Data this skillvivy-yi/xiaohongshu-skills481—~10kAutomated safety check: PassNone
Xiaohongshu Auto Postingbrowser-act/skills6.1k—~3.9kAutomated safety check: PassMIT
Running MarketingGTM-Strategist/gtm-strategist-skills264—~7.8kAutomated safety check: PassMIT
Product Differentiation Tiktoknexscope-ai/eCommerce-Skills1.1k—~956Automated safety check: PassMIT
Creator Monetizationsocial-media-skills/skills134—~1.6kAutomated safety check: PassMIT
Xiaohongshu User Profilebrowser-act/skills6.1k—~2kAutomated safety check: PassMIT

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Works with

Categories

Questions about Xinhong Data

What does Xinhong Data do?

A skill your agent uses when conducting deep analytics on Xiaohongshu accounts, tracking content performance trends, researching influencer data, monitoring category growth, or making strategic…. Xinhong Data is an agent skill from vivy-yi/xiaohongshu-skills.

When should I use Xinhong Data?

Xinhong Data fits situations like: conducting deep analytics on Xiaohongshu accounts; tracking content performance trends; researching influencer data; monitoring category growth.

How do I install Xinhong Data in Claude Code?

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

How do I install Xinhong Data in Codex?

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

Can I use Xinhong 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 xinhong-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/xinhong-data, .gemini/skills/xinhong-data, .github/skills/xinhong-data and .opencode/skills/xinhong-data in your project.

What does Xinhong Data need to run?

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

Does Xinhong 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 Xinhong 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 Xinhong Data use?

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

How many tokens does Xinhong Data use?

About 10k tokens (SKILL.md is roughly 41k 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 Xinhong Data?

Skills that share tags, products or a category with Xinhong Data: Xiaohongshu Auto Posting (browser-act/skills, 6.1k stars), Running Marketing (GTM-Strategist/gtm-strategist-skills, 264 stars), Product Differentiation Tiktok (nexscope-ai/eCommerce-Skills, 1.1k stars) and Creator Monetization (social-media-skills/skills, 134 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Xinhong 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.