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Hotspot Aggregator

作者 onlyloveher · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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在 OpenClaw 中安装
/install hotspot-aggregator-zhouli
功能描述
🔥 热点聚合监控 - 一站式聚合微博/百度/知乎/抖音热搜榜,自动生成每日热点报告,支持关键词订阅推送。适用于自媒体运营、内容创作、市场分析等场景。
使用说明 (SKILL.md)

🔥 热点聚合监控

一站式聚合全网热搜,让热点触手可及

聚合微博、百度、知乎、抖音四大平台热搜数据,自动生成热点报告,支持关键词订阅。


✨ 核心功能

功能 描述
📊 多平台聚合 微博热搜、百度热搜、知乎热榜、抖音热搜
📝 每日报告 自动生成结构化热点分析报告
🔔 关键词订阅 订阅感兴趣的关键词,匹配即推送
📈 趋势分析 分析热点分布、变化趋势

🚀 快速开始

安装

clawhub install hotspot-aggregator

获取热点数据

# 获取所有平台热搜
cd skills/hotspot-aggregator
./scripts/fetch-hotspots.sh all

# 获取单个平台
./scripts/fetch-hotspots.sh weibo    # 微博
./scripts/fetch-hotspots.sh baidu    # 百度
./scripts/fetch-hotspots.sh zhihu    # 知乎
./scripts/fetch-hotspots.sh douyin   # 抖音

生成热点报告

# 生成今日报告
./scripts/generate-report.sh

# 报告位置: /root/clawd/memory/hotspots/YYYY-MM-DD.md

关键词订阅

# 添加订阅
./scripts/subscribe.sh add "AI"
./scripts/subscribe.sh add "科技"

# 查看订阅列表
./scripts/subscribe.sh list

# 删除订阅
./scripts/subscribe.sh remove "AI"

# 检测关键词匹配
./scripts/check-keywords.sh

📋 输出示例

热点报告格式

# 🔥 今日热点报告 - 2026-03-20

## 📱 微博热搜 TOP10

1. 两会热点议题 🔥 123万热度
2. AI技术新突破引发热议 💬 98万热度
...

## 🔍 百度热搜 TOP10

1. 最新科技动态 🔥 搜索量: 89万
2. 国际新闻头条 💬 搜索量: 78万
...

## 📊 热点分析

- 🔬 科技类: 35%
- 🎬 娱乐类: 28%
- 📰 社会类: 22%
- 💼 财经类: 10%
- 🎨 其他: 5%

## 🎯 订阅关键词匹配

您订阅的关键词 [AI] 匹配到:
- AI技术新突破 (微博 #2)
- 最新科技动态 (百度 #1)

⚙️ 配置

配置文件 config.json

{
  "platforms": ["weibo", "baidu", "zhihu", "douyin"],
  "reportTime": "08:00",
  "keywords": ["AI", "科技"],
  "notifyChannel": ""
}

启用真实API

默认使用演示数据。要启用真实API:

# 设置环境变量
export USE_REAL_API=true
export PROXY="http://your-proxy:port"  # 可选,如需代理

./scripts/fetch-hotspots.sh all

🔄 定时任务

配合 cron 实现每日自动推送:

# 每天早上8点推送
0 8 * * * cd /root/clawd/skills/hotspot-aggregator && ./scripts/generate-report.sh

📖 使用场景

场景 用法
自媒体运营 每日获取热点,选题参考
内容创作 订阅领域关键词,获取灵感
市场分析 追踪行业热点趋势
舆情监控 订阅品牌关键词,及时发现舆情

⚠️ 注意事项

  1. API限制: 真实API可能有访问频率限制
  2. 代理需求: 部分平台需要代理访问
  3. 演示模式: 默认使用模拟数据演示功能
  4. 更新频率: 建议每小时最多请求一次

🔧 高级用法

自定义数据源

编辑 scripts/fetch-hotspots.sh 添加新平台:

# 添加新平台
fetch_custom() {
    local url="https://your-api-endpoint"
    local output="$DATA_DIR/custom_${DATE}_${TIME}.json"
    # ... 处理逻辑
}

报告自定义

编辑 assets/report-template.md 自定义报告格式。


📊 数据源

平台 API 说明
微博 weibo.com/ajax/side/hotSearch 需登录/代理
百度 top.baidu.com/api/board 公开API
知乎 zhihu.com/api/v3/feed/topstory 需代理
抖音 api.oioweb.cn (聚合) 第三方API

让热点触手可及 🔥

安全使用建议
This skill mostly does what it claims, but check a few things before installing: 1) Ensure curl and jq are available on the target environment (the scripts require them though the registry metadata omitted them). 2) Note the scripts write to /root/clawd/memory/hotspots — confirm you are comfortable with that hard-coded path or update config.json/scripts to use a safer project-specific directory. 3) By default the skill runs in demo mode (safe); enabling USE_REAL_API=true will make outbound network calls to platform endpoints and a third-party aggregator (api.oioweb.cn). If you enable real mode, run it inside an isolated container or environment, and consider routing through a trusted proxy. 4) Review the third-party endpoint(s) (api.oioweb.cn) before enabling real API mode to ensure you trust that service. 5) Because the metadata omitted required binaries and optional env vars, prefer running the scripts manually once to validate behavior before granting the skill autonomous invocation.
功能分析
Type: OpenClaw Skill Name: hotspot-aggregator-zhouli Version: 1.0.0 The hotspot-aggregator skill is a legitimate tool for monitoring trending topics across Chinese social media platforms (Weibo, Baidu, Zhihu, Douyin). The shell scripts (fetch-hotspots.sh, generate-report.sh, subscribe.sh) use standard utilities like curl and jq to manage data and configuration, with no evidence of data exfiltration, malicious execution, or prompt injection. The use of a third-party API (api.oioweb.cn) for Douyin data is a common practice for this type of aggregator and does not appear malicious.
能力评估
Purpose & Capability
The name/description align with the included scripts: fetch hot lists from Weibo/Baidu/Zhihu/Douyin, generate reports, and manage keyword subscriptions. However, package.json and the scripts expect curl and jq while the registry metadata listed no required binaries; SKILL.md also references USE_REAL_API and PROXY environment variables that aren't declared in the registry metadata. This is an inconsistency in the declared requirements (missing required binaries and optional env vars).
Instruction Scope
Runtime instructions and scripts stay within the stated purpose: they fetch data (via curl), parse with jq, write JSON data and Markdown reports, and check subscriptions. The scripts do not attempt to read unrelated system files or exfiltrate data to unexpected endpoints. They do, however, perform network requests to listed platform endpoints and a third-party aggregator (api.oioweb.cn) when USE_REAL_API=true.
Install Mechanism
There is no install spec (instruction-only plus shipped scripts), so nothing is downloaded or executed during an install step—risk from installation is low. The skill relies on local runtime tools (curl, jq) being present.
Credentials
The skill does not request secrets or credentials. It optionally uses environment variables USE_REAL_API and PROXY to enable real network fetching and proxying; these are reasonable for the task but were not declared in the registry metadata. No credentials (tokens/passwords) are requested. This is proportionate but the omission from metadata is a minor coherence issue.
Persistence & Privilege
always is false and the skill does not request permanent elevated platform privileges. It writes its own data and reports to /root/clawd/memory/hotspots (a skill-local path, albeit hardcoded under /root), and does not modify other skills or global agent configuration.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install hotspot-aggregator-zhouli
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /hotspot-aggregator-zhouli 触发
  4. 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release of hotspot-aggregator. - Aggregates trending topics from Weibo, Baidu, Zhihu, and Douyin. - Automatically generates daily structured hotspot reports. - Supports keyword-based subscription and notifications. - Provides trend analysis on hotspots. - Includes setup, report generation, and subscription management scripts. - Suitable for media operations, content creation, market analysis, and public opinion monitoring.
元数据
Slug hotspot-aggregator-zhouli
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Hotspot Aggregator 是什么?

🔥 热点聚合监控 - 一站式聚合微博/百度/知乎/抖音热搜榜,自动生成每日热点报告,支持关键词订阅推送。适用于自媒体运营、内容创作、市场分析等场景。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 120 次。

如何安装 Hotspot Aggregator?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install hotspot-aggregator-zhouli」即可一键安装,无需额外配置。

Hotspot Aggregator 是免费的吗?

是的,Hotspot Aggregator 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Hotspot Aggregator 支持哪些平台?

Hotspot Aggregator 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。

谁开发了 Hotspot Aggregator?

由 onlyloveher(@onlyloveher)开发并维护,当前版本 v1.0.0。

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