Analyze forum and comment-section discussions to extract core arguments and positions.
npx skills add https://github.com/lumincui/skills --skill opinion-miner
Please help me install this Agent Skill. Skill: opinion-miner Source: https://github.com/lumincui/skills/tree/main/opinion-miner Command: npx skills add https://github.com/lumincui/skills --skill opinion-miner
Analyzes community opinions from forums and comments to identify core positions and the real points of disagreement, turning raw text into structured, actionable insights.
Analyze the given discussion URL and generate a structured opinion report highlighting core arguments and points of disagreement.
High-intent search queries and answers about installing and using this skill.
You can analyze online forum comments by providing a discussion URL, which triggers automated data collection, comment cleaning, and semantic clustering to generate a structured report of core arguments and points of disagreement.
Semantic clustering groups comments by their underlying arguments and positions rather than surface-level topics, allowing you to identify the main points of contention and public sentiment within community discussions.
Yes, you can analyze GitHub Issues and Reddit discussions, as the skill specifically supports data collection from GitHub Issues, Reddit, and Bilibili to extract structured community opinions and core positions.
The best way to identify points of contention is using semantic clustering to group comments by underlying arguments, which surfaces each distinct position and its supporting evidence in a structured report for decision-making.
Yes, this opinion analysis tool works with Bilibili comment sections. It performs automated data collection from Bilibili to gather topic-relevant comments and extract the core arguments for structured reporting.
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