Find legally available free versions of paywalled papers using a DOI, the paper's identifier. Unpaywall provides access links and manuscript versions, helping retrieve PDFs and record where each accessible copy came from.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find free full text after reaching a paywall
- Find papers unavailable in PubMed Central
- Compare published, accepted, and preprint versions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Check whether medicinal chemistry papers are indexed in ChEMBL, a curated database of biological activity measurements. Look up papers by DOI, report available data counts, and retrieve structured measurements before extracting tables from PDFs.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking ChEMBL coverage before extracting PDF tables
- Retrieving IC50 or MIC measurements from a paper
- Recording ChEMBL links and data counts in research notes
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Build and test scoring criteria for selecting relevant research papers. Refine the rules against your judgments, screen large sets of abstracts, and reassess saved papers when criteria change, with records of scores and revisions.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Define relevance criteria before a large literature search
- Investigate papers incorrectly included or excluded
- Reassess saved abstracts after changing screening criteria
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Investigate research questions by searching PubMed, assessing paper relevance, and following references and citing papers. Extract specific data and findings into an organized summary, with search methods, citation links, and screening records for later review.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find published data for a research question
- Start a literature review
- Expand a search through citation links
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Research online topics by dividing questions among delegated agents, each handling a separate subtopic. Saves the plan and findings, then combines multiple web sources into a cited response that identifies gaps and limitations.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Researching current information across multiple web sources
- Comparing options through separate research subtopics
- Preparing a report with source URLs
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Find NBER working papers, research papers shared before formal publication, by keyword or research program. Retrieve recent papers, authors, dates, and citation details, and access US business cycle dates and links to economic datasets.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find economics papers by topic
- Check this week's new working papers
- Retrieve authors, DOI, and PDF links
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Find related research by following a paper's references and the later papers that cite it through Semantic Scholar. Filters prioritize relevant candidates, avoid duplicate reviews, and record citation relationships for a focused literature search.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Finding related studies from a relevant paper
- Checking which papers cite a study
- Tracing earlier work through references
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Find legally available free versions of academic papers using a DOI, a unique paper identifier. Check full-text and PDF locations, open access status, available versions, and license information for individual papers or reading lists.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Find a legally available free PDF
- Check free access for a reading list
- Review publication licenses and versions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Draft an English referee report for an economics or finance paper, with a findings summary, specific numbered critiques, and a letter to the editor. Choose the recommendation, review depth, and three to eight comments.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Drafting a referee report for an economics or finance paper
- Examining causal claims and robustness of research findings
- Choosing review depth and the number of comments
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Evaluate a paper’s novelty through related literature searches, match it to suitable fields and ABS journal rating levels, and recommend 20 submission targets. Produce a PDF report with journal details, selection reasons, and submission advice.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Comparing a paper’s novelty with related literature
- Choosing suitable journal fields and ABS rating levels
- Comparing 20 submission targets and backup journals
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Search academic sources for papers on a topic, retrieve publication details, and find available PDFs. The skill guides source selection, combines results across services, and removes duplicates using DOIs, unique identifiers assigned to papers.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Search multiple sources for papers on a topic
- Find economics and social science working papers
- Retrieve publication details from a DOI
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Check a research idea against recent literature and closely related papers. Receive a structured comparison of overlapping claims, distinct contributions, and risks, with separate assessments of originality and whether causal effects can be credibly established.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking originality before implementing a research idea
- Comparing an idea with its closest prior work
- Separating originality from causal evidence quality
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Create a literature review from a topic, journals, and publication period. Multiple agents search academic databases, collect available PDFs and citation records, organize findings by theme, and draft, review, revise, and compile a LaTeX document.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Review research on a topic across several journals
- Organize recent papers by shared themes
- Collect open-access PDFs and BibTeX references
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Choose AI tools for literature searches, PDF conversion, citation-backed questions, and review writing. The skill also installs and runs supported tools through a shared launcher, with workflows that connect paper retrieval, conversion, and analysis.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choosing tools for a literature review
- Converting research PDFs to Markdown
- Asking citation-backed questions across PDFs
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Analyze empirical economics PDFs through five questions covering the research problem, causal identification, target effect, robustness, and contribution. Receive a structured Chinese report and a practical checklist of research methods to adapt to other studies.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Reading an empirical economics paper systematically
- Understanding how a paper identifies causal effects
- Examining robustness checks and research limitations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Revise a LaTeX academic manuscript from referee reports, approving changes comment by comment. The skill separates requests for additional analysis from text edits and prepares a revision plan or a revised manuscript with a detailed response letter.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Organizing comments from multiple referees
- Planning additional analyses requested by referees
- Reviewing and approving manuscript edits
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Coordinate multiple helper agents to screen large paper collections, extract detailed findings, and explore citations. Consolidate structured results into review records and summaries, while checking coverage, duplicate entries, and consistency in relevance scoring.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Screening more than 50 papers for relevance
- Extracting methods and findings from priority papers
- Exploring papers that cite or are cited by a key study
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Screen search results by scoring paper abstracts, then examine promising papers for specific measurements, methods, or datasets. Record findings and review history so you can identify useful evidence and avoid checking the same papers again.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Screening literature search results for specific data
- Extracting experimental methods and measurements
- Finding datasets and code mentioned in papers
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Choose methods for causal research in applied microeconomics by examining how treatment varies. Compare assumptions, plan diagnostic checks, assess statistical power—the ability to detect effects—and organize a defensible empirical strategy.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Choose a causal method for the available data and setting
- Check assumptions and diagnostics for an empirical strategy
- Plan sample size and the smallest detectable effect
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Audit references in a LaTeX manuscript by checking whether papers exist, bibliographic details are accurate, and cited findings support each claim. Produce a structured report with suggested corrections, then review and apply edits with a change log.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Checking references before submitting a LaTeX paper
- Checking whether cited papers support manuscript claims
- Finding incorrect bibliographic details and uncited entries
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Clean up completed research folders by identifying temporary and intermediate files for confirmed removal. Preserve papers, final findings, screening history, and methodology records, then check that essential files remain intact and report the space recovered.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Preparing a completed research folder for archiving
- Organizing research files before sharing with collaborators
- Reviewing accumulated temporary files for removal
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Develop identification arguments in econometrics: establish whether observed data uniquely determine a target parameter, state assumptions and rank conditions, and write formal propositions. When uniqueness fails, characterize the range of parameter values consistent with the data.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Writing an identification proposition for a paper
- Checking assumptions for IV, DiD, or RDD
- Examining rank conditions for moment equations
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Generate a Chinese master's thesis review from the full thesis and a user-provided score. Produce an academic evaluation plus specific shortcomings and revision suggestions, with tone and criticism adjusted to the supplied score.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Drafting a Chinese master's thesis review
- Matching review wording to an assigned score
- Turning thesis-specific issues into revision suggestions
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트
Analyze interviews, focus groups, and open-ended survey responses using Braun and Clarke's six-phase framework. Label meaningful passages, develop and review themes, and produce an academic Word report with an annotated map showing theme relationships.
한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.
- Identifying themes across interview transcripts
- Analyzing open-ended survey responses
- Choosing an approach before coding qualitative data
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4.7천2026년 10월 20일 업데이트