Professor Fit Analyzer

Build an evidence-based dossier for a professor and convert that dossier into an application, advising, or collaboration strategy.

This skill is platform-agnostic, discipline-agnostic, and level-agnostic. It serves PhD applicants, master's students seeking thesis advisors, and undergraduate students looking for capstone/thesis/independent-study supervisors — across all academic fields. Use the browsing, search, and file-reading tools available in the current agent. Prefer public academic sources first. If browsing is unavailable, ask the user for links, PDFs, or a publication list and continue with partial coverage rather than guessing.

Input Specification

Required inputs

• Professor name.
• At least one of: Google Scholar URL, personal website URL, lab website URL.

Optional but recommended inputs

• User education background (current degree, field, institution).
• User research experience (past projects, publications, technical skills).
• Application type: PhD student, master's student (thesis-track or coursework-track), undergraduate researcher (capstone/thesis/independent study/專題), RA, postdoc, visiting scholar, or research collaborator.
• User strengths and distinctive capabilities.
• Nationality, language proficiency, and whether scholarship or visa sponsorship is needed.
• Target timeline (e.g., Fall 2027 PhD application, this summer for internship, immediate contact).