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Hotspot Aggregator
作者
onlyloveher
· GitHub ↗
· v1.0.0
· MIT-0
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在 OpenClaw 中安装
/install hotspot-aggregator
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
- API限制: 真实API可能有访问频率限制
- 代理需求: 部分平台需要代理访问
- 演示模式: 默认使用模拟数据演示功能
- 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
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.
功能分析
Type: OpenClaw Skill
Name: hotspot-aggregator
Version: 1.0.0
The hotspot-aggregator skill is a legitimate tool designed to collect and report on social media trends from platforms like Weibo, Baidu, Zhihu, and Douyin. The included Bash scripts (fetch-hotspots.sh, generate-report.sh, subscribe.sh) use standard utilities like curl and jq to interact with public APIs and manage local configuration files safely. There is no evidence of data exfiltration, malicious command execution, or prompt injection; the code's behavior is entirely consistent with its stated purpose of providing a monitoring dashboard for content creators.
能力评估
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.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install hotspot-aggregator - 安装完成后,直接呼叫该 Skill 的名称或使用
/hotspot-aggregator触发 - 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
hotspot-aggregator 1.0.0 — Initial Release
- Aggregates trending topics from Weibo, Baidu, Zhihu, and Douyin.
- Automatically generates daily hotspot analysis reports.
- Supports keyword subscription and matching for personalized monitoring.
- Provides trend analysis and structured exports for content creators, marketers, and analysts.
- Includes detailed setup, usage, and scheduling instructions.
元数据
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 185 次。
如何安装 Hotspot Aggregator?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install hotspot-aggregator」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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