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Hot Trends (Real Data)
by
Embracex1998
· GitHub ↗
· v1.0.0
· MIT-0
224
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install hot-trends
Description
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。
README (SKILL.md)
🔥 热搜趋势监控
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
Usage Guidance
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 three public endpoints are contacted.
Capability Analysis
Type: OpenClaw Skill
Name: hot-trends
Version: 1.0.0
The skill bundle is a legitimate tool for scraping public trending data from Baidu, Toutiao, and GitHub. The code in hot.py uses standard Python libraries (urllib, re) to fetch and parse data from public endpoints without any evidence of data exfiltration, malicious execution, or prompt injection.
Capability Assessment
Purpose & Capability
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.
Instruction Scope
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.
Install Mechanism
No install spec; instruction-only with a single Python script. Nothing is downloaded from external hosts at install time.
Credentials
No environment variables or credentials required. The script uses only HTTP requests and local processing; requested environment access is minimal and appropriate.
Persistence & Privilege
always is false and the skill is user-invokable; it does not request persistent or elevated privileges or modify other skills/configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install hot-trends - After installation, invoke the skill by name or use
/hot-trends - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: real hot search data from Baidu/Toutiao/GitHub, zero API key required
Metadata
Frequently Asked Questions
What is Hot Trends (Real Data)?
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。 It is an AI Agent Skill for Claude Code / OpenClaw, with 224 downloads so far.
How do I install Hot Trends (Real Data)?
Run "/install hot-trends" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Hot Trends (Real Data) free?
Yes, Hot Trends (Real Data) is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Hot Trends (Real Data) support?
Hot Trends (Real Data) is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Hot Trends (Real Data)?
It is built and maintained by Embracex1998 (@embracex1998); the current version is v1.0.0.
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