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在 OpenClaw 中安装
/install weibo-trend-analyzer
功能描述
Deep Weibo trending analysis — cluster topics, detect trend inflection points, generate content angles.
使用说明 (SKILL.md)
Weibo Hot
Analyze Weibo trending topics with AI clustering, trend inflection detection, and content angle generation.
Workflow
- Fetch trending — call Weibo open trending API (or scrape public real-time 热搜榜). Return top 50 entries with title, heat index, and trend arrow (↑→↓).
- Parse entries — extract per entry: rank, title, heat value (e.g. 热搜指数), trend direction, topic tag id, any attached media summary.
- Cluster topics — use LLM + keyword cosine similarity to group 50 topics into thematic domains:
- 社会 (Society), 娱乐 (Entertainment), 科技 (Tech), 体育 (Sports), 政策/时政 (Policy), 财经 (Finance), etc.
- Detect inflection — compare current vs previous snapshot heat delta:
- 🚀 Rapid riser — heat jump > 30% in one refresh cycle
- 📉 Cooling — heat drop > 20%
- 🔥 Sustained — top 10 for > 3 consecutive hours
- Content angle — for each 🚀 topic, generate:
- Brand relevance (which industries/verticals connect)
- Content angle suggestion (top 3 creative POVs)
- Time window (estimated peak duration 2-6h)
- Filter by subscription — if user provides subscribe domains (e.g. tech, industry), return only matching clusters.
- Aggregate — compute per-topic duration, peak heat, cross-topic relationship map (top 3 related topics).
- Report — output structured daily report (Markdown/JSON):
- Overall trend landscape
- Clustered topic map
- 🚀 rising topics with content suggestions
- Heat curve for top 10 topics
Sample Prompt
weibo-hot analyze --date 2026-06-13 --subscribe tech,industry
weibo-hot analyze --date 2026-06-13 --format json
weibo-hot monitor --topic weibo --interval 30m --duration 6h
weibo-hot angles --topic "小米汽车发布会" --industry auto
安全使用建议
Install this if you want an agent workflow for Weibo trend monitoring and reporting. Be aware that it may fetch or scrape public Weibo trend data and may keep or compare snapshots during user-directed monitoring, but the artifact does not ask for credentials, account mutation, posting, or privileged local access.
能力评估
Purpose & Capability
The artifact consistently describes fetching public Weibo trending topics, clustering them, detecting trend changes, and producing reports or content-angle suggestions.
Instruction Scope
The instructions are scoped to user-requested analysis commands and do not tell the agent to override user intent, conceal behavior, mutate accounts, or take public posting actions.
Install Mechanism
The scanned artifact contains only a single non-executable SKILL.md file and no install hooks, scripts, binaries, or startup registrations.
Credentials
The skill may use network access to a Weibo API or scrape public hot-search data, which is expected for the purpose; users should ensure any scraping follows applicable site rules.
Persistence & Privilege
Trend inflection analysis implies comparing against previous snapshots, and the sample monitor command implies repeated polling, but the artifact does not request background persistence, privilege escalation, credentials, or broad local data access.
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 weibo-trend-analyzer - 安装完成后，直接呼叫该 Skill 的名称或使用
/weibo-trend-analyzer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
Initial release: Deep Weibo trending analysis with topic clustering and content angle suggestions
元数据
常见问题
Weibo Trend Analyzer 是什么？
Deep Weibo trending analysis — cluster topics, detect trend inflection points, generate content angles. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 35 次。
如何安装 Weibo Trend Analyzer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install weibo-trend-analyzer」即可一键安装，无需额外配置。
Weibo Trend Analyzer 是免费的吗？
是的，Weibo Trend Analyzer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Weibo Trend Analyzer 支持哪些平台？
Weibo Trend Analyzer 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 Weibo Trend Analyzer？
由 haidong（@harrylabsj）开发并维护，当前版本 v1.0.0。
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