Hot Trends (Real Data)
v1.0.0抓取真实热搜数据，支持百度热搜、头条热搜、GitHub Trending。用于需求挖掘、趋势分析、市场洞察。触发词：热搜、热榜、趋势、trending、挖掘需求。
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by 安全扫描
OpenClaw
安全
high confidenceThe skill's code and instructions match its stated purpose (scraping public trending lists from Baidu, Toutiao, and GitHub); it only requires python3 and performs straightforward HTTP fetches and parsing with no credentials or unexpected endpoints.
评估建议
This skill appears coherent and limited to scraping public trending pages. If you plan to run it: (1) review the included hot.py (already provided) before use; (2) be aware it makes outbound HTTP requests (so run in an environment where that is allowed); (3) scraping can be brittle and may be rate-limited—avoid frequent automated runs against targets to prevent blocking; (4) if you need stronger assurances, run the script in a sandboxed environment or audit network traffic to confirm only the th...详细分析 ▾
✓ 用途与能力
Name/description (hot search/trending) match the required binary (python3), included script (hot.py), and the network calls to the three stated sources. No unrelated services, credentials, or binaries are requested.
✓ 指令范围
SKILL.md instructs running the included hot.py with platform and filters; the script only fetches public endpoints and parses responses. It does not read local files, environment secrets, or transmit data to unexpected endpoints.
✓ 安装机制
No install spec; instruction-only with a single Python script. Nothing is downloaded from external hosts at install time.
✓ 凭证需求
No environment variables or credentials required. The script uses only HTTP requests and local processing; requested environment access is minimal and appropriate.
✓ 持久化与权限
always is false and the skill is user-invokable; it does not request persistent or elevated privileges or modify other skills/configuration.
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
latestv1.0.02026/4/2
Initial release: real hot search data from Baidu/Toutiao/GitHub, zero API key required
● 无害
安装命令 点击复制
官方npx clawhub@latest install hot-trends
镜像加速npx clawhub@latest install hot-trends --registry https://cn.clawhub-mirror.com
技能文档
真实抓取热搜数据，零API Key，纯公开接口。
支持平台
| 平台 | 数据源 | 状态 |
|---|---|---|
| 百度热搜 | top.baidu.com API | ✅ |
| 头条热搜 | toutiao.com API | ✅ |
| GitHub | github.com/trending | ✅ |
使用方式
# 某个平台
python3 skills/hot-trends/hot.py baidu -n 20
python3 skills/hot-trends/hot.py toutiao -n 20
python3 skills/hot-trends/hot.py github -n 20
python3 skills/hot-trends/hot.py github -l python # 指定语言# 全部
python3 skills/hot-trends/hot.py all
# 关键词过滤（需求挖掘用）
python3 skills/hot-trends/hot.py all -k AI
python3 skills/hot-trends/hot.py baidu -k 大模型 -n 50
数据来源：ClawHub ↗ · 中文优化：龙虾技能库
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