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☆ 47432026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☆ 47432026年10月20日 更新
Edit English academic papers for international journal submission through three passes covering grammar, readability, and academic precision. Receive polished text and explanations of major changes while preserving the author's substantive arguments and conclusions.
中文简介正在准备中。当前显示英语简介。
- Polish an abstract before journal submission
- Shorten long sentences in methods and results
- Check consistency of technical terms and notation
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47432026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☆ 47432026年10月20日 更新
Plan how to introduce AI into economic research, teaching, or policy analysis. Identify suitable tasks, choose tools with privacy and licensing in mind, and design reproducible data workflows with output checks and ongoing model monitoring.
中文简介正在准备中。当前显示英语简介。
- Plan AI adoption for an economics research team
- Design data workflows that protect personal information
- Choose AI tools for teaching or policy analysis
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47432026年10月20日 更新
Build reproducible empirical analyses in R, from data cleaning to statistical modeling and publication tables and figures. Covers economics, epidemiology, and machine learning approaches to causal inference, which estimates effects of interventions.
中文简介正在准备中。当前显示英语简介。
- Build a reproducible R or Quarto analysis workflow
- Compare regression models with progressively added controls
- Test robustness across samples and statistical methods
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47432026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☆ 47432026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☆ 47432026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☆ 47432026年10月20日 更新
Interpret statistical models in R and Python using predictions, comparisons, and marginal effects, which describe how outcomes change with predictors. Get guidance on choosing quantities, evaluating scenarios, summarizing groups, measuring uncertainty, and testing hypotheses.
中文简介正在准备中。当前显示英语简介。
- Calculate predicted probabilities for chosen conditions
- Estimate how outcomes change with a predictor
- Compare treatment effects across groups
brycewang-stanford/Auto-Empirical-Research-Skills☆ 47432026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☆ 47432026年10月20日 更新
Use when building exhibits for an American Anthropologist (AA) manuscript — photographs, maps, site plans, artifact images, kinship diagrams, transcripts, evidence tables, and multimodal media — so they are self-contained, accessible (alt text), ethically cleared (consent, permissions), and count toward the word budget. Designs exhibits; it does not run analysis or clear permissions for you.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Environmental Health Perspectives or deciding whether an environmental-health manuscript fits this venue. Encodes the journal's fit, the public-health-relevance and methodological-rigor bar, epidemiological/toxicological expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Environmental Pollution or deciding whether a contamination/pollutant-impact manuscript fits this venue. Encodes the journal's fit, the source-fate-impact evidence bar, measurement-and-controls expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Field Crops Research or deciding whether an agronomy / crop-physiology manuscript fits this venue. Encodes the journal's fit, the field-scale multi-environment and replication bar, data-reporting expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Forest Ecology and Management or deciding whether a forest-science manuscript fits this venue. Encodes the journal's fit, the ecological-evidence-with-management-relevance bar, silviculture and disturbance expectations, Elsevier house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Geology (GSA) or deciding whether a short, high-impact geoscience research letter fits this venue. Encodes the journal's broad-significance-in-tight-length fit, the novelty and rapid-communication bar, GSA house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Global Biogeochemical Cycles (GBC) or deciding whether a biogeochemical-cycling manuscript fits this venue. Encodes the journal's system-scale fluxes/budgets/feedbacks fit, the quantitative biogeochemistry evidence bar, AGU FAIR data-deposition expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting the Journal of Cleaner Production or deciding whether a cleaner-production/sustainability manuscript fits this venue. Encodes the journal's fit, the cleaner-production contribution and methodological-transparency bar, LCA/system-boundary expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Journal of Climate or deciding whether a climate-dynamics or climate-variability manuscript fits this venue. Encodes the journal's fit, the large-scale-climate-science bar, model-evaluation and statistical-rigor expectations, AMS house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Journal of Hydrology or deciding whether a hydrology manuscript fits this venue. Encodes the journal's fit, the broad process/observational/applied-hydrology contribution bar, data-and-reproducibility expectations, Elsevier house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Nature Food or deciding whether a food-systems manuscript fits this venue. Encodes the journal's fit, the food-systems-significance and transdisciplinary bar, evidence and reproducibility expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting Nature Plants or deciding whether a plant-science manuscript fits this venue. Encodes the journal's fit, the broad-significance and Nature-framing bar, evidence and reproducibility expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新
Use when targeting New Phytologist or deciding whether a plant-science manuscript fits this venue. Encodes the journal's fit, the integrative conceptual-advance and whole-plant/ecosystem-scale bar, evidence and data-deposition expectations, house style, official-submission re-check, and desk-reject heuristics.
中文简介正在准备中。当前显示原文说明。
brycewang-stanford/Awesome-Journal-Skills☆ 12972026年9月27日 更新