Turn a broad research idea into clear, testable questions. Compare familiar and less conventional approaches, structure the selected question around its population and methods, and assess variables, feasibility, and potential theoretical contributions.
- Turn a research topic into testable questions
- Narrow an overly broad research question
- Compare alternative research angles
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Helps build a research framework by comparing theories, mapping relationships between variables, and deriving testable hypotheses. Explores less conventional options, examines weaknesses and competing explanations, and produces diagrams with anticipated reviewer objections.
- Comparing theories for a research question
- Deriving hypotheses from relationships between variables
- Examining weaknesses and anticipated reviewer objections
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Clarify the philosophical assumptions behind a research project and check whether they fit the proposed methods. Get a reasoned research stance, draft proposal wording, and guidance for explaining how the researcher's background and values shape the study.
- Clarifying philosophical foundations for a research proposal
- Explaining why the chosen research methods fit the study
- Drafting a statement about the researcher's position
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Plan and draft academic papers through specialized agent roles covering literature, arguments, citations, and review. Get chapter guidance, revision roadmaps, Traditional Chinese and English abstracts, and documents formatted as LaTeX, DOCX, PDF, or Markdown.
- Planning a paper chapter by chapter
- Drafting a paper from research materials
- Turning reviewer comments into a revision roadmap
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Turn a detailed outline into a philosophy or interdisciplinary manuscript. Draft chapters with repeated quality reviews, check terminology and arguments across sections, and prepare the manuscript, evaluation reports, abstract, and metadata for submission.
- Draft a full paper from a detailed outline
- Review argument and citation quality chapter by chapter
- Check terminology and argument flow across chapters
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026
Simulate academic peer review through five reviewer roles tailored to the paper's field. Receive separate critiques, an editorial decision, and a prioritized revision roadmap, or check whether a revised manuscript addresses earlier comments.
- Review a manuscript before journal submission
- Examine research methods and statistical validity
- Challenge core arguments and alternative explanations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7KUpdated Oct 19, 2026