deeptutor
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 provide a professor's name + institution for evaluation. Also triggers on comparative requests ("帮我对比这三个导师", "compare these advisors").
