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Install in OpenClaw
/install weibo-trend-analyzer
Description
Deep Weibo trending analysis — cluster topics, detect trend inflection points, generate content angles.
README (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
Usage Guidance
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install weibo-trend-analyzer - After installation, invoke the skill by name or use
/weibo-trend-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: Deep Weibo trending analysis with topic clustering and content angle suggestions
Metadata
Frequently Asked Questions
What is Weibo Trend Analyzer?
Deep Weibo trending analysis — cluster topics, detect trend inflection points, generate content angles. It is an AI Agent Skill for Claude Code / OpenClaw, with 35 downloads so far.
How do I install Weibo Trend Analyzer?
Run "/install weibo-trend-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Weibo Trend Analyzer free?
Yes, Weibo Trend Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Weibo Trend Analyzer support?
Weibo Trend Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Weibo Trend Analyzer?
It is built and maintained by haidong (@harrylabsj); the current version is v1.0.0.
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