开发者在Hacker News上推出了Bullshit Detector，这是一款基于AI智能体的事实检查工具，可对YouTube视频、文章、推文和PDF等多种网络内容进行逐条声明验证1。该工具使用Claude代码构建，生成包含源信息和BS评分（0-10分）的综合报告1。
该工具支持多种内容源，无需API密钥即可使用1。每条声明的验证结果分为五个等级：已确认、似是而非、误导、虚假或无法验证1。除评分外，工具还能扫描虚假信号并进行激励分析1。用户可通过skills.sh或插件市场在Claude Code、Codex、OpenCode等平台安装该工具1。
在应用案例中，该工具对一条116万浏览量的"用AI赚钱的14种方式"视频的验证结果为5/10分，其中12条声明中4条已确认、2条似是而非、3条误导、0条虚假、3条无法验证1。另对一条55.2万浏览量的"太阳有隐藏的孪生星"视频的验证结果为9/10分1。
Developer Serhii Korniienko has unveiled Bullshit Detector on Hacker News, an artificial intelligence-powered fact-checking tool designed to verify claims across multiple media formats through automated statement-by-statement analysis 1. The system evaluates content from YouTube, TikTok, tweets, articles, and PDFs without requiring API keys, classifying each claim with status indicators—confirmed, partially true, misleading, false, or unverifiable—and generating a BS score on a 0-to-10 scale 1.
The tool, built using Claude Code, can be installed across multiple agent platforms including Claude Code, Codex, and OpenCode via skills.sh or plugin marketplaces 1. Beyond scoring, Bullshit Detector performs false signal scanning and analyzes underlying incentives within the content 1. The system runs as pure markdown or self-contained Python scripts, making it accessible across different agent environments 1.
In practical application, the tool analyzed a viral video titled "14 Ways to Make Money with AI" that garnered 1.16 million views, assigning it a 5/10 BS score after evaluating 12 claims—finding 4 confirmed, 2 partially true, 3 misleading, 0 false, and 3 unverifiable 1. A separate video claiming "The Sun Has a Hidden Twin Star" with 552,000 views received a 9/10 BS score 1.
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