Research & Learning
Skills listed under Research & Learning.
Paper Reading
Read one research paper critically in three passes: what it claims, how it tests the claim, whether the evidence supports it, and what you can take from it, with quotes for the key claims and "not stated" where the text is silent.
Discernment Nudge
After a substantive answer you may act on, adds 2-3 specific follow-up questions that help you check facts, probe the reasoning and notice missing context.
Doublecheck (AI output verification)
Check AI-written text: extract every verifiable claim, look for sources you can open yourself, and flag likely hallucinations in a structured report.
Study Plan
Build a realistic study plan from your goal, level and weekly hours: a feasibility check, stages with checkpoints, a weekly rhythm with spaced review, and rules for catching up when you fall behind.
Google Trends Finder
Turns a topic or question into keywords, then pulls today's Google Trends trending searches and Google autocomplete suggestions and shows which terms are relevant.
Literature Review
Turn the papers and notes you provide into a structured review: themes, agreement and disagreement, methods, gaps and a source map, with no invented citations and the strength of evidence stated for each theme.
Research Question Framing
Turn a vague topic into a researchable question: diagnose what is vague, narrow step by step, test each candidate for clarity, feasibility and value, then frame the chosen one with definitions, scope, assumptions and evidence.
Academic Writing Refiner
Polish computer science paper drafts for top venues such as NeurIPS, ICML, ACL and KDD: section-by-section conventions, plain word choice, tighter prose, LaTeX-safe editing and a guide for rebuttals.
Teach
Turn the current folder into a teaching workspace and learn a topic over several sessions: a stated mission, trusted resources, short interactive HTML lessons, reference sheets and learning records that decide what to teach next.
Flashcards and Quiz
Turn study material you provide into flashcards and a graded quiz for active recall, with sources, explanations, common mistakes and a spaced-review schedule, and nothing added from outside your material.