Check academic references in BibTeX files against CrossRef, Semantic Scholar, and OpenAlex. Flag missing papers, mismatched authors, and questionable metadata, then export results for manual review or automated manuscript checks.
中文简介正在准备中。当前显示英语简介。
- Checking AI-assisted bibliographies
- Reviewing references before submission
- Auditing citations in literature reviews
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Evaluate research papers and scientific claims by examining study design, statistics, bias, and evidence quality. Receive a structured critique of strengths, weaknesses, supported conclusions, and practical improvements, with uncertainty and limitations made explicit.
中文简介正在准备中。当前显示英语简介。
- Reviewing a paper's methods and conclusions
- Assessing evidence quality across studies
- Checking scientific claims in media reports
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Prepare a PhD application research proposal in English or Chinese, from literature collection and outline approval to a reviewed Markdown draft. Adapt the structure to science, humanities, or social sciences, with methods, a timeline, references, and figure suggestions.
中文简介正在准备中。当前显示英语简介。
- Drafting a research proposal for a PhD application
- Finding gaps in existing research through a literature review
- Planning research methods and a timeline
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Evaluate scientific manuscripts and grant proposals for sound methods, statistics, reproducibility, ethics, and clear reporting. Produce a structured review that separates major concerns from minor issues and gives authors specific, constructive suggestions for revision.
中文简介正在准备中。当前显示英语简介。
- Preparing a structured review of a scientific manuscript
- Evaluating methods and statistics in a grant proposal
- Checking reproducibility and reporting guidelines
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Turn observations or preliminary data into competing scientific hypotheses grounded in literature. It compares explanations, evaluates how they could be tested or disproved, and proposes experiments and measurable predictions in a structured report with diagrams.
中文简介正在准备中。当前显示英语简介。
- Developing hypotheses from preliminary observations
- Comparing competing explanations for a phenomenon
- Planning experiments to distinguish hypotheses
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Search for academic papers, retrieve publication details from identifiers such as DOIs, and create BibTeX reference records. Check existing bibliographies for missing information, duplicate entries, invalid identifiers, and formatting problems before using them in research writing.
中文简介正在准备中。当前显示英语简介。
- Find papers on Google Scholar or PubMed
- Convert paper identifiers into BibTeX references
- Fill missing publication details
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Review a manuscript before journal submission
- Examine research methods and statistical validity
- Challenge core arguments and alternative explanations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Plan philosophy and interdisciplinary papers by comparing preprint platforms, searching literature, identifying unanswered questions, and assessing originality. Receive a detailed outline with section word counts, key citations, and improvements based on a reviewer-style assessment.
中文简介正在准备中。当前显示英语简介。
- Planning a philosophy or interdisciplinary paper
- Choosing a suitable preprint platform
- Finding research gaps and assessing originality
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Turn observations or preliminary data into competing scientific hypotheses grounded in literature. Develop explanations, assess what could disprove them, and produce testable predictions and experimental designs in a structured report with diagrams.
中文简介正在准备中。当前显示英语简介。
- Develop hypotheses from observations or preliminary data
- Compare competing explanations for a phenomenon
- Define predictions that could disprove a hypothesis
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Develop a literature review from a focused research question through search planning, source evaluation, organization, and writing. It helps compare findings across papers, identify disagreements and research gaps, and build an outline with practical writing templates.
中文简介正在准备中。当前显示英语简介。
- Planning a standalone literature review
- Writing a paper's literature review section
- Comparing themes and disagreements across studies
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Search multiple academic databases, screen studies, assess their quality, and combine findings by theme. Produce a literature review in Markdown and PDF, with checked citations and a documented search and selection process.
中文简介正在准备中。当前显示英语简介。
- Preparing a literature review for a thesis or paper
- Comparing findings across studies on one topic
- Identifying research gaps and future directions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Draft research funding proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Organize research aims, methods, expected contributions, budgets, and timelines around each agency’s review criteria and submission requirements, including revisions responding to reviewer feedback.
中文简介正在准备中。当前显示英语简介。
- Drafting a proposal for a specific funding agency
- Explaining research significance and societal benefits
- Aligning budget justifications with the research plan
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Coordinate research, drafting, citation and data verification, AI review, revision, and final formatting through connected skills. Start from a research topic, an existing manuscript, or reviewer comments, with progress tracking and user checkpoints.
中文简介正在准备中。当前显示英语简介。
- Manage a paper from initial research to final formatting
- Begin verification and review from an existing draft
- Organize reviewer comments and prepare revisions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Develop literature reviews on AI for medical imaging, including segmentation, detection, and classification. Organize research from multiple sources into a structured manuscript with method comparisons, evaluation metrics, supporting citations, and limitations.
中文简介正在准备中。当前显示英语简介。
- Drafting literature reviews on medical imaging AI
- Comparing methods for segmentation, detection, and classification
- Combining literature from ArXiv, PubMed, and Zotero
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Draft research funding proposals for NSF, NIH, DOE, and DARPA using agency-specific structures and review criteria. Develop research aims, significance, innovation, methods, milestones, and budget justifications into a proposal aligned with the funding opportunity.
中文简介正在准备中。当前显示英语简介。
- Structure a proposal for a specific funding agency
- Draft research aims, significance, and innovation sections
- Align budgets and milestones with the research plan
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Proofread applied microeconomics manuscripts across prose, equations, tables, notes, and references. The workflow combines specialized reviews into a prioritized report with exact locations, suggested corrections, consistency checks, and items requiring author verification.
中文简介正在准备中。当前显示英语简介。
- Proofreading an economics paper before submission
- Checking numbers against tables and figures
- Reviewing equations and terminology
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Draft and check a systematic literature review using PRISMA 2020, a reporting guideline for transparent reviews. Organize methods and findings into a Word manuscript, create a study selection flow diagram, and format references in APA 7th Edition style.
中文简介正在准备中。当前显示英语简介。
- Drafting a first systematic literature review
- Turning a protocol or extraction sheet into a manuscript
- Creating a PRISMA study selection flow diagram
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Evaluate papers, research proposals, and literature reviews using structured criteria. Produces evidence-based feedback on research questions, methods, data, analysis, and writing, with optional scores and prioritized recommendations tailored to the work's stage and purpose.
中文简介正在准备中。当前显示英语简介。
- Reviewing a paper before submission
- Assessing a research proposal's methods and feasibility
- Checking the coverage and synthesis of a literature review
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Develop game theory papers from topics, model ideas, or drafts. The skill guides research questions, model design, equilibrium analysis, writing, and revision, with checks for mathematical rigor, citation gaps, and responses to reviewer comments.
中文简介正在准备中。当前显示英语简介。
- Turn a research topic into a game theory model
- Check equilibrium analysis and proofs
- Revise a draft's structure and wording
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Develop a research question, search and verify literature, combine findings, and produce a structured report. Seven modes cover guided research discussions, briefs, literature reviews, fact-checking, and systematic reviews, with statistical pooling of study results when appropriate.
中文简介正在准备中。当前显示英语简介。
- Clarify a research topic through guided questions
- Build an annotated bibliography and synthesize findings
- Check claims against verified sources
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47382026年10月20日 更新
Research industries, market trends, and funding activity to produce Chinese or English reports for private equity and venture capital research. Organize findings with sourced charts and tables, delivering PDF reports or requested DOCX and PPTX files.
中文简介正在准备中。当前显示英语简介。
- Investigating technology sectors such as AI and SaaS
- Preparing data-focused consumer or healthcare market reports
- Reviewing funding rounds, investors, and exit activity
zebbern/claude-code-guide☆ 46772026年10月23日 更新
Get a simulated peer review of a paper, abstract, or selected sections. Receive assessments of originality, methods, results, and writing, with specific revision suggestions, severity ratings, and a prioritized checklist for improving the manuscript.
中文简介正在准备中。当前显示英语简介。
- Run a simulated peer review before submitting a paper
- Check whether methods and conclusions are adequately supported
- Review an abstract for novelty and clarity
zebbern/claude-code-guide☆ 46772026年10月23日 更新
Research a topic using preserved source material and produce a draft article with citations. Check existing coverage, agree on comparison criteria, and record findings, trade-offs, and unanswered questions, or update an existing research document.
中文简介正在准备中。当前显示英语简介。
- Comparing technologies or services using evidence
- Combining papers and official documentation into a research article
- Updating an existing research document
inkeep/open-knowledge☆ 46712026年10月23日 更新
Research technical, market, or academic topics through multiple available AI providers working in parallel. Combine their findings into a report that preserves disagreements, identifies gaps, attributes sources, and recommends next steps with priorities.
中文简介正在准备中。当前显示英语简介。
- Comparing libraries and implementation patterns
- Researching markets and competitors
- Synthesizing literature on a topic
nyldn/claude-octopus☆ 42872026年10月22日 更新