Agent skill

Xiaohongshu Crawler

by redfox-data in redfox-data/redfox-community

小红书作品爬取工具。根据关键词爬取小红书热门作品数据,支持按日期范围、排序方式筛选,结果以结构化表格展示。当用户需要爬取小红书作品、查询小红书热门内容、搜索小红书爆款笔记时使用。触发词:小红书爬取、小红书作品、小红书爆款、小红书搜索、小红书热门、小红书笔记查询。

No licenceAuto-check passedData & Analytics

Install Xiaohongshu Crawler

skills CLI
$ npx skills add redfox-data/redfox-community --skill xiaohongshu-crawler -a claude-code

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

GitHub CLI
$ gh skill install redfox-data/redfox-community xiaohongshu-crawler --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/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/xiaohongshu-crawler .claude/skills/xiaohongshu-crawler && 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
xiaohongshu-crawler
GitHub stars
425
Token cost
~1.5k tokens
SKILL.md length
357 words
Files
6 (incl. scripts, assets)
Skills in repo
123
Repo updated
First seen
Licence
None found

At a glance

小红书作品爬取工具。根据关键词爬取小红书热门作品数据,支持按日期范围、排序方式筛选,结果以结构化表格展示。当用户需要爬取小红书作品、查询小红书热门内容、搜索小红书爆款笔记时使用。触发词:小红书爬取、小红书作品、小红书爆款、小红书搜索、小红书热门、小红书笔记查询。

  • Works in 5 steps: 🔍 用户意图理解 → 5: 🧠 关键词类型判断(⚠️ 调用脚本前必须执行) → 📡 调用脚本 → …
  • Tasks that involve Web scraping
  • SKILL.md covers 📝 简介, ✨ 功能特性, 🔑 鉴权 and ⚙️ 工作流程
  • Runs Python scripts from its folder; calls python3; needs REDFOX_API_KEY

What it does

Xiaohongshu Crawler is an agent skill from redfox-data/redfox-community. 小红书作品爬取工具。根据关键词爬取小红书热门作品数据,支持按日期范围、排序方式筛选,结果以结构化表格展示。当用户需要爬取小红书作品、查询小红书热门内容、搜索小红书爆款笔记时使用。触发词:小红书爬取、小红书作品、小红书爆款、小红书搜索、小红书热门、小红书笔记查询。

Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and assets (for example `README.en.md`, `README.md` and `scripts/crawl_xhs.py`).

It sits in Data & Analytics, covering Web scraping. It works with Xiaohongshu. The repository describes itself as: 红狐数据(RedFoxHub) 技能合集:面向 Agent 的可复用 SKILL 集合,覆盖灵感、选题、文案创作、数据复盘等场景,持续更新。

When your agent uses it

  • Tasks that involve Web scraping

Example prompts

  • “/xiaohongshu-crawler”

Requirements

  • Python 3
  • A credential in REDFOX_API_KEY

Workflow steps

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

  1. 🔍 用户意图理解
  2. 5: 🧠 关键词类型判断(⚠️ 调用脚本前必须执行)
  3. 📡 调用脚本
  4. 📊 结果展示
  5. 📦 更多操作

What it can do on your machine

Read from SKILL.md and the folder at commit 24d4093. 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

    Ships 2 files in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Links to these hosts (documentation or services it may open):

    • redfox.hk

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • REDFOX_API_KEY

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Xiaohongshu Crawler loads about 1.5k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 357 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 357 words (~1,454 tokens).

name
xiaohongshu-crawler

Read the full SKILL.md on GitHub

Files

SKILL.md and 5 other files (scripts, assets) in skills/xiaohongshu-crawler of redfox-data/redfox-community.

  • SKILL.md
  • README.en.md
  • README.md
  • assets/report_template.html
  • scripts/crawl_xhs.py
  • scripts/generate_report.py

Open the folder on GitHubat commit 24d4093

Compare with similar skills

Xiaohongshu Crawler 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.

Xiaohongshu Crawler compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Xiaohongshu Crawler this skillredfox-data/redfox-community425—~1.5kAutomated safety check: PassNone
Media Crawlertsingyuai/growth-lab2k—~731Automated safety check: PassApache-2.0
Xiaohongshu Note Detailbrowser-act/skills6.1k—~2.1kAutomated safety check: PassMIT
Xiaohongshu Searchbrowser-act/skills6.1k—~2.1kAutomated safety check: PassMIT
Xiaohongshu Search Fullbrowser-act/skills6.1k—~5.3kAutomated safety check: PassMIT
Opinions Crawlerinfometa/workbuddyskills344—~2.2kAutomated safety check: PassNone

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Works with

Questions about Xiaohongshu Crawler

What does Xiaohongshu Crawler do?

小红书作品爬取工具。根据关键词爬取小红书热门作品数据,支持按日期范围、排序方式筛选,结果以结构化表格展示。当用户需要爬取小红书作品、查询小红书热门内容、搜索小红书爆款笔记时使用。触发词:小红书爬取、小红书作品、小红书爆款、小红书搜索、小红书热门、小红书笔记查询。. Xiaohongshu Crawler is an agent skill from redfox-data/redfox-community.

When should I use Xiaohongshu Crawler?

Xiaohongshu Crawler fits situations like: tasks that involve Web scraping.

How do I install Xiaohongshu Crawler in Claude Code?

Run `npx skills add redfox-data/redfox-community --skill xiaohongshu-crawler -a claude-code`. Or copy the skill folder (skills/xiaohongshu-crawler in redfox-data/redfox-community) into .claude/skills/xiaohongshu-crawler in your project. Claude Code loads it when a task matches its description.

How do I install Xiaohongshu Crawler in Codex?

Run `npx skills add redfox-data/redfox-community --skill xiaohongshu-crawler -a codex`. Or copy the skill folder (skills/xiaohongshu-crawler in redfox-data/redfox-community) into .agents/skills/xiaohongshu-crawler in your project. Codex loads it when a task matches its description.

Can I use Xiaohongshu Crawler 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 redfox-data/redfox-community --skill xiaohongshu-crawler -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/xiaohongshu-crawler, .gemini/skills/xiaohongshu-crawler, .github/skills/xiaohongshu-crawler and .opencode/skills/xiaohongshu-crawler in your project.

What does Xiaohongshu Crawler need to run?

Going by SKILL.md and its folder, Xiaohongshu Crawler needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.

Does Xiaohongshu Crawler access the network?

SKILL.md names 1 domain. As links in the text: redfox.hk. This is read from the text; nothing was executed.

Is Xiaohongshu Crawler 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Xiaohongshu Crawler use?

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

How many tokens does Xiaohongshu Crawler use?

About 1.5k tokens (SKILL.md is roughly 5.8k 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 Xiaohongshu Crawler?

Skills that share tags, products or a category with Xiaohongshu Crawler: Media Crawler (tsingyuai/growth-lab, 2k stars), Xiaohongshu Note Detail (browser-act/skills, 6.1k stars), Xiaohongshu Search (browser-act/skills, 6.1k stars) and Xiaohongshu Search Full (browser-act/skills, 6.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Xiaohongshu Crawler?

redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on October 8, 2026.

Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.