agentbay-monitor-skills

End-to-end public sentiment monitoring is automated by crawling keyword-based content across platforms like Xiaohongshu and Weibo, analyzing sentiment, and generating Markdown or PDF reports. The workflow requires an AGENTBAY_API_KEY to execute the crawl, sentiment analysis, and reporting components.

Yes, PDF report generation is supported alongside Markdown and JSON outputs. The Skill uses WeasyPrint to convert the analyzed sentiment statistics, time distribution, and topic analysis into an optional PDF report after crawling platforms like Douyin and Zhihu.

The best way to perform sentiment analysis on crawled web content is using an automated workflow that aggregates keyword queries across platforms, passes raw results to the main Agent for evaluation, and outputs structured JSON with sentiment statistics and topic distributions.

Yes, an AGENTBAY_API_KEY is required to authenticate and execute the crawl.py component for gathering public opinion data. This key enables the cross-platform web crawling of target keywords before the sentiment analysis and report generation phases begin.

Web crawling for public opinion monitoring supports keyword queries and result aggregation across Xiaohongshu, Weibo, Douyin, and Zhihu. The Skill automates data extraction from these platforms and feeds the raw results into the sentiment analysis workflow.