Hotspot Aggregator

🔥 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。

Security Scan

The skill’s code and instructions broadly match a hotspot-aggregator, but there are several inconsistencies (undeclared env vars, undeclared binary dependencies, and absolute file paths) that deserve review before installing.

Purpose & Capability

The scripts implement the described functionality (fetching hot lists, generating daily reports, keyword subscriptions). However package.json lists required runtime binaries (curl, jq) while the registry metadata reported 'none' — a mismatch. The code also references a third‑party API (api.oioweb.cn) which is reasonable for a data aggregator but should be considered a non-first-party data source.

Instruction Scope

SKILL.md and the scripts stay within the aggregator/reporting scope: they fetch platform hotlists, write JSON and markdown reports, and search local data for keywords. The scripts reference USE_REAL_API and PROXY environment variables (to enable live network fetches) and will call external endpoints when enabled. Default behavior uses demo data; network calls occur only if USE_REAL_API=true or when fetch is explicitly invoked.

Install Mechanism

There is no install spec and all code is delivered with the skill (shell scripts + JSON). No remote installer or downloaded archives are used, which lowers installation risk.

Credentials

The skill uses environment variables (USE_REAL_API, PROXY) but the registry metadata declared no required env vars. The scripts also depend on system binaries (curl, jq) although the metadata showed none — this inconsistency could mislead users about what is required. No secret credentials are requested, which is appropriate for the stated purpose.

Persistence & Privilege

The skill does not request always:true and does not modify other skills or global settings. It writes data and reports under the absolute path /root/clawd/memory/hotspots (skill-specific), which is normal for local data storage but worth noting if the platform's shared paths are sensitive.

What to consider before installing

Things to check before installing or running: - Ensure curl and jq are available: the scripts call curl and jq although the skill metadata did not list required binaries. Without them the scripts will fail. - Understand the network behavior: by default the skill uses demo data, but setting USE_REAL_API=true (and optionally PROXY) makes the scripts perform HTTP requests to external endpoints (weibo, baidu, zhihu, and a third‑party aggregator api.oioweb.cn). Only enable live mode if you trust those endpoints and your environment's network/credentials policy. - Review absolute paths: the scripts read/write under /root/clawd/memory/hotspots. Confirm that path is acceptable in your environment and does not overlap with sensitive data or other skills. - Third‑party API trust: api.oioweb.cn is a third‑party aggregator (not an official Douyin endpoint). Evaluate whether you trust that service before enabling real API mode. - Config and notifyChannel: the config.json contains notifyChannel but the scripts do not implement any notification delivery — if you expect push notifications, verify or implement the mechanism safely. - Minimal privileges: run the skill in a sandbox or non-privileged account first to confirm behavior. If you need a higher assurance, inspect network traffic (or run with USE_REAL_API=false) and review the scripts line-by-line — the code is simple shell, so manual review is feasible. Summary: functionally coherent but metadata omissions and network/absolute-path choices are the main concerns; review and test in a limited environment before trusting it in production.

🔥 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 🔥