Use when the user asks to write a cold email, draft an outreach email, follow up with a professor, or prepare other supervisor-facing application emails. Based on the shared application profile and target supervisor information, generate first-contact emails,…
Use when the user asks to analyze a CV or resume, extract an applicant profile, review a resume, or parse a CV. Read the user's CV or resume, produce a structured research application profile, and write it to the shared memory file for reuse by other…
Use when the user asks to polish a CV or resume, improve a CV, tailor a resume, or optimize a CV. Based on the shared application profile, suggest revisions or produce rewrites for structure, phrasing, and target-program fit.
Use when the user asks to draft or revise an SOP, personal statement, motivation letter, research proposal, recommendation-letter draft, or similar application document. Based on the shared application profile and user materials, generate research application…
Use when the user asks to analyze research gaps, find research gaps, generate research ideas, or analyze papers for gaps. Read a set of papers, summarize methods and limitations, identify open questions, and propose executable research ideas aligned with the…
Use when the user asks to prepare a PhD interview deck, professor meeting slides, research presentation PPT, slide-by-slide speaking notes, or interview visuals. Structure CV, project files, and supervisor fit into an interview-ready academic deck, and…
Use when the user asks to prepare for an interview, run a mock interview, practice interview questions, or get ready for a graduate application interview. Generate question sets, simulate Q&A, and provide feedback around the target supervisor, program, and…
Use when the user asks to find supervisors, match professors, search for supervisors, or identify professors for a PhD or other research degree. Based on the shared application profile and user preferences, identify potential supervisors, evaluate research…