📦 xiaohongshu-research-kit — 小红书内容抓取
v1.0.0基于 yt-dlp 与 gallery-dl 一键抽取并分析小红书笔记、图片、视频及用户数据，支持批量下载、元数据解析与结构化输出，助力社媒研究与数据挖掘。
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by 下载技能包
最后更新
2026/3/24
安全扫描
OpenClaw
安全
high confidenceThe skill's requests and instructions line up with its stated purpose (extracting Xiaohongshu content via yt-dlp and gallery-dl); nothing in the bundle asks for unrelated credentials or installs unexpected code, but the approach requires access to browser cookies which is sensitive and worth understanding before use.
评估建议
This skill appears to do what it claims: it guides using local yt-dlp and gallery-dl to extract Xiaohongshu notes and profiles. Before using it, ensure you: (1) run yt-dlp/gallery-dl locally from trusted installs (brew/pip) rather than executing untrusted bundles; (2) avoid pasting raw browser cookie strings into chats — prefer letting yt-dlp/gallery-dl read cookies locally (and only on a machine you control); (3) be aware that cookie access can expose authenticated session tokens, so do not run...详细分析 ▾
✓ 用途与能力
Name/description claim to extract Xiaohongshu content and the SKILL.md consistently instructs use of yt-dlp and gallery-dl to do exactly that. No unrelated environment variables, binaries, or install steps are required. The clawhub.json metadata (homepage/support_url) is consistent with a research/extraction toolkit.
ℹ 指令范围
Instructions stay on-topic (identify URL type, choose yt-dlp for video notes, gallery-dl for image notes, parse JSON). The only notable scope matter: the instructions rely on --cookies-from-browser to access authenticated content, which requires the tools to read browser cookies. The SKILL.md does not instruct any broad file-system reads or sending data to unexpected endpoints, aside from referencing snapvee.com for download guidance.
✓ 安装机制
Instruction-only skill with no install spec and no code files — lowest-risk distribution. Prerequisites are typical (yt-dlp, gallery-dl) and the doc shows how to install them via brew/pip; there are no remote archive downloads or custom installers in the skill bundle.
ℹ 凭证需求
The skill does not request environment variables or credentials in the bundle, which is proportionate. However, its recommended workflow depends on extracting browser cookies (via --cookies-from-browser), which gives the extracting tool access to session/authentication data. That is necessary for the stated purpose but is sensitive — users should understand the implications before running those commands in shared or untrusted environments.
✓ 持久化与权限
The skill does not request elevated persistence (always is false), does not modify other skills or system-wide settings, and contains no install-time hooks. Autonomous invocation is allowed (platform default) but is not combined with other red flags here.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/3/24
- Initial release of Xiaohongshu Research Kit (v1.0.0). - Extracts and analyzes Xiaohongshu (小红书) content, supporting both note and user profile research. - Uses yt-dlp for video notes and gallery-dl for image notes; cookies/browser authentication required. - Returns structured metadata: title, description, engagement stats, author info, image/video URLs, etc. - Guides users on handling error cases, URL patterns, and usage best practices.
● 可疑
安装命令
点击复制官方npx clawhub@latest install xiaohongshu-research-kit
镜像加速npx clawhub@latest install xiaohongshu-research-kit --registry https://cn.longxiaskill.com镜像同步中