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小红书视频下载器

该 Skill 通过 yt-dlp 与 ffmpeg 下载小红书视频,可选输出视频、音频、字幕和纯文本转写;--summary 模式还会生成元数据文件,并由 Claude 依据转写文本与提示模板撰写 summary.md 摘要。字幕采用手动、自动、Whisper 三级回退策略,需浏览器登录态获取 Cookie。

smile7up
smile7up
热度 78.78
最近更新 2026-05-17 12:26:32
分类:自动化依赖:代码执行 / 读写文件 / 联网浏览搜索 / 内部调用大模型应用场景:自动化脚本 / 文件转换 / 摘要总结 / 工作流

安装技能

复制下面的话术发给你的 Agent,它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill: npx secure-skills-cli add xiaohongshu-downloader
Metadata
name
xiaohongshu-downloader
description
Download and summarize Xiaohongshu (小红书/RedNote) videos. Produces a full resource pack with video, audio, subtitles, transcript, and AI summary. This skill should be used when the user asks to "download xiaohongshu video", "下载小红书视频", "save rednote video", "download from xiaohongshu", "小红书视频下载", "总结小红书视频", "summarize xiaohongshu video", or mentions downloading/summarizing content from xiaohongshu.com or xhslink.com.
version
2.0.0

Xiaohongshu Video Downloader & Summarizer

Download videos from Xiaohongshu (小红书/RedNote) and optionally generate a full resource pack: video + audio + subtitles + transcript + AI summary.

Workflow

Follow these 6 steps in order:

Step 1: Check Dependencies

Verify required tools are installed:

yt-dlp --version
ffmpeg -version

Both must be available. If missing, instruct the user to install:

  • brew install yt-dlp (macOS) or pip install yt-dlp
  • brew install ffmpeg (macOS)

Step 2: Get Video Information

/opt/homebrew/Caskroom/miniconda/base/envs/myenv/bin/python scripts/download_xiaohongshu.py "URL" --list-formats

This shows available formats and verifies the URL works with cookie authentication.

Step 3: Download Video + Extract Audio

For basic download (video only, backward compatible with v1.0):

/opt/homebrew/Caskroom/miniconda/base/envs/myenv/bin/python scripts/download_xiaohongshu.py "URL"

For full resource pack (video + audio + subtitles + transcript):

/opt/homebrew/Caskroom/miniconda/base/envs/myenv/bin/python scripts/download_xiaohongshu.py "URL" --full

For full resource pack + AI summary preparation:

/opt/homebrew/Caskroom/miniconda/base/envs/myenv/bin/python scripts/download_xiaohongshu.py "URL" --summary

The --full flag creates a folder ~/Downloads/<video title>/ containing:

  • video.mp4 — original video
  • audio.mp3 — extracted audio
  • subtitle.vtt — WebVTT subtitles (via 3-tier strategy)
  • transcript.txt — plain text transcription

The --summary flag implies --full and additionally saves .meta.json for AI summary generation.

Step 4: Subtitle Acquisition (Automatic — 3-Tier Strategy)

The script automatically tries these strategies in order:

  1. Manual subtitles — yt-dlp --write-subs --sub-lang zh,en,zh-Hans,zh-CN
  2. Auto-generated subtitles — yt-dlp --write-auto-subs
  3. Whisper local transcription — Falls back to parallel_transcribe.py using faster-whisper

Step 5: Generate Transcript (Automatic)

The script automatically strips timestamps from VTT to produce transcript.txt.

Step 6: AI Summary (Claude generates summary.md)

If the user requested a summary (via --summary flag or by asking to "summarize"):

  1. Read the transcript file:

    ~/Downloads/<video title>/transcript.txt
    
  2. Read the metadata file:

    ~/Downloads/<video title>/.meta.json
    
  3. Read the summary prompt template:

    reference/summary-prompt.md
    
  4. Replace the template placeholders with actual values:

    • {{TITLE}} — from .meta.json
    • {{URL}} — from .meta.json
    • {{DURATION}} — from .meta.json
    • {{PLATFORM}} — "Xiaohongshu (小红书)"
    • {{TRANSCRIPT}} — contents of transcript.txt
  5. Generate the summary following the template structure.

  6. Save the result to:

    ~/Downloads/<video title>/summary.md
    

Options Reference

Option Description Default
-o, --output Output directory ~/Downloads
-q, --quality Video quality (best, 1080p, 720p, 480p) best
--browser Browser for cookies (chrome, firefox, safari, none) chrome
-a, --audio-only Download audio only as MP3 false
--list-formats List available formats false
--full Full resource pack mode false
--summary AI summary mode (implies --full) false

Output Structure

Basic mode (default)

~/Downloads/
└── <title> [<id>].mp4

Full resource pack mode (--full or --summary)

~/Downloads/<video title>/
├── video.mp4          # Original video
├── audio.mp3          # Extracted audio
├── subtitle.vtt       # WebVTT subtitles
├── transcript.txt     # Plain text transcript
├── .meta.json         # Video metadata (--summary only)
└── summary.md         # AI-generated summary (--summary only, written by Claude)

Supported URL Formats

Format Example
Explore link https://www.xiaohongshu.com/explore/676a35670000000013002578
Discovery link https://www.xiaohongshu.com/discovery/item/676a35670000000013002578?xsec_token=TOKEN
Short link http://xhslink.com/a/xxxxx

Troubleshooting

Problem Solution
No video formats found Log into xiaohongshu.com in browser first, use --browser chrome
Unable to extract initial state CAPTCHA triggered — open URL in browser, solve it, retry
Link expired Copy fresh share link (tokens expire)
No subtitles found Script will fall back to Whisper transcription automatically
Whisper not available Install uv (brew install uv) for automatic dependency management

Important Notes

  • Always use the full share URL (with xsec_token) for best results
  • Log into xiaohongshu.com in your browser before downloading
  • Maximum video quality is typically 1080p (platform limitation)
  • Whisper transcription requires uv for automatic dependency management, or faster-whisper installed manually
  • Respect copyright and Xiaohongshu's terms of service