deeptutor

Use when evaluating or comparing a professor as a potential graduate advisor, including requests such as "调查导师", "选导师", "导师怎么样", "这个导师 push 吗", "investigate this advisor", "should I join this lab", or a professor name plus institution with evaluation intent. DeepTutor investigates publications, co-author networks, student trajectories, funding, lab culture, and exploitation/toxicity risk; applies region-specific searches for mainland China and international institutions; and renders a cited standalone HTML report in Chinese or English. Student outcomes are the highest-priority signal.

Comprehensive academic advisor investigation and evaluation system for graduate school decisions. Investigates professors at any institution worldwide — searches publications (PubMed/Scopus/Scholar/OpenAlex), maps co-author networks, tracks student trajectories (the #1 predictive signal), classifies advisor type, and assesses exploitation/toxicity risk. Automatically applies region-specific search strategies: Chinese institutions (mainland China) use 知乎/小木虫/百度学术/CNKI; international institutions use Reddit/RateMyProfessors/ GradCafe/LinkedIn. Outputs a standalone .html report in the user's language — Chinese input produces Chinese report, English input produces English report, and so on for any language. Use this skill whenever evaluating a professor as a potential graduate advisor — including when users say "调查导师", "评估教授", "选导师", "导师怎么样", "能不能跟这个老师读研", "这个导师push吗", "investigate this advisor", "should I join this lab", "evaluate professor", "is this prof good", "rate my potential advisor", "review this PI", or