Use when running the final pre-submission preflight for a Journal of Marketing Research (JMR) manuscript — ScholarOne portal, double-anonymization, the 50-page page limit, the…
Use when defending the research design of an American Political Science Review (APSR) manuscript — causal identification for quantitative work, case selection and process tracing…
Use when targeting AAAI Conference on Human Computation and Crowdsourcing (HCOMP) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Journal of International Economics (JIE) or deciding whether an international trade or international macro/finance manuscript fits this venue.
Use when deciding which jama-* sub-skill to invoke next, or when sequencing a clinical manuscript from scope check through revision for JAMA (Journal of the American Medical…
Use when auditing an ICML main-track submission for OpenReview, LaTeX formatting, 8-page body, anonymity, supplementary material, impact statement, dual submission, concurrent…
Use when targeting ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) or deciding whether a computer-science manuscript…
Use when targeting Journal of Business and Economic Statistics (JBES) or deciding whether a manuscript at the statistics/econometrics interface fits this venue.
Use to assemble a Quantitative Economics (QE) replication package that passes the Econometric Society Data Editor's pre-acceptance reproducibility check — raw data, code,…
Use when targeting 《科学管理研究》(Scientific Management Research — 内蒙古自治区软科学研究会主办的科学管理/科技政策双月刊) or deciding whether a Chinese S&T-management/policy manuscript fits this venue.
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical economics manuscript — difference-in-differences (including stagge — from…
Use when designing or auditing AAAI experiments, including baselines, ablations, statistics, robustness, human evaluation, social-impact evidence, alignment/safety evaluation, and…
Use when writing the response to a Demography (PAA / Duke University Press) revise-and-resubmit. Demography review is double-blind and synthesized by a topic-area Deputy Editor,…
Use when targeting Journal of Financial Economics (JFE) or deciding whether a finance manuscript fits this venue.
Use when writing the response to a Criminology (ASC / Wiley) revise-and-resubmit. Criminology revisions usually require converting multiple expert reviewers across the field's…
M-estimation, influence functions, and semiparametric efficiency theory for causal inference
Use when deciding which acr-* sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《会计研究》 (Accounting Research).
Use when targeting American Economic Journal: Applied Economics or deciding whether an applied micro manuscript fits this venue.
Use when assembling the data and code replication package for a Journal of Political Economy (JPE) manuscript to DCAS / JPE Data Editor standards for conditionally accepted…
Use when targeting USENIX Symposium on Operating Systems Design and Implementation (OSDI) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING) or deciding whether a computer-science manuscript…
Use when targeting ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) or deciding whether a computer-science manuscript fits this venue.
Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic,…
Use when targeting International Symposium on Empirical Software Engineering and Measurement (ESEM) or deciding whether a computer-science manuscript fits this venue.
Use when deciding which amr-* sub-skill to invoke next, or when sequencing a theory-building manuscript from theoretical-puzzle framing through developmental-review revision for…
Use when routing a RAND Journal of Economics (RJE) manuscript to the right rje-* skill across the industrial-organization lifecycle — from IO topic fit through structural or…
Use when targeting Nature Biotechnology or deciding whether a biotechnology/enabling-methods manuscript fits this venue.
Use to understand how editorial handling and refereeing work at the Journal of International Economics (JIE) — the regular/short/PRP submission types, the Prior Review Process…
Use when building and running the empirical analysis for a Journal of Corporate Finance (JCF) paper — assembling WRDS-era firm panels (Compustat/CRSP/SDC/DealScan), constructing…
Use when assembling the reproducible data-and-code supplement for a Journal of Business & Economic Statistics (JBES) paper under the American Statistical Association (ASA)…
Use when constructing or auditing accounting measures for 《会计研究》 (Accounting Research) — discretionary accruals (modified Jones), real earnings management (Roychowdhury),…
Use when writing the response to a Public Opinion Quarterly (POQ) revise-and-resubmit. POQ referees are survey methodologists who often push on Total Survey Error and AAPOR…
Use when positioning an Environmental Science & Technology (ES&T) manuscript against prior work across environmental chemistry, engineering, toxicology, and policy.
Use when deciding whether a project fits World Politics and whether it should be a research article or a review article.
Use when the contribution of a Journal of Public Economics (JPubE) manuscript needs sharpening — what the paper teaches about the economic role of government, why it matters for…
Use when targeting International Conference on Computer Aided Verification (CAV) or deciding whether a computer-science manuscript fits this venue.
Use when running the final The Econometrics Journal pre-submission check for Editorial Express, RES/OUP template compliance, 20-page printed-paper norm, 150-word summary,…
Use when designing the exhibits for a MIS Quarterly manuscript — measurement/correlation and structural-model tables for behavioral IS, regression and robustness tables for…
Use when you need to understand how Games and Economic Behavior (GEB) actually evaluates a paper — the Editor-in-Charge model, anonymous Advisory Editors and referees, desk-reject…
Use when running the final pre-submission preflight for a Manufacturing & Service Operations Management (M&SOM) manuscript — the ScholarOne portal, double-anonymous anonymization,…
Use when revising an IJCAI or IJCAI-ECAI paper for broad AI significance, 7-page-body compression, self-contained exposition, double-blind wording, optional ethics discussion,…
Use as the entry point for any Mind (philosophy journal) article. Routes to the right Mind sub-skill based on where you are in the lifecycle and whether the piece is an article,…
Use when drafting ICML rebuttals and reviewer-author discussion replies under OpenReview double-blind constraints, where authors respond after initial reviews, reviewers may then…
Use when building the tables and figures for a Journal of Corporate Finance (JCF) empirical paper — summary statistics, main regression tables with fixed effects and clustering…
Use as the router for an Econometric Theory (ET) manuscript — decides which ectheory-* skill to invoke next across the theorem-proof lifecycle, from topic selection through…
Use when organizing a Journal of the American Academy of Religion (JAAR) article so a method-conscious argument unfolds clearly within the ~8,000-12,000-word range (including…
CRDC — biennial OCR survey of all U.S. public schools (2011-2021). Discipline, course access, harassment, restraint/seclusion by race/sex/disability/EL.
Use when estimating models and defeating endogeneity for a Strategic Management Journal (SMJ) manuscript — the single highest bar at SMJ.
Use when targeting Quarterly Journal of Economics (QJE) or deciding whether an economics manuscript fits this venue.
CSS — annual Clery Act crime/fire safety for Title IV institutions. Portal: hate crimes only (2005-2021); primary offenses, VAWA, arrests, fire safety need ope.ed.gov directly.
Use when positioning an American Journal of Sociology (AJS) manuscript within the literature so it reads as in dialogue with current sociology.
Use when running the pre-submission preflight to 《管理科学学报》 (Journal of Management Sciences in China) — checking length (≤8000 chars; review ≤12000), abstract (≤300 chars), keywords…
Use to understand and navigate the Journal of Econometrics (JoE) editorial process — single-anonymized review, editor screening before a minimum of two referees, the three…
Use when targeting International Conference on Artificial Intelligence and Statistics (AISTATS) or deciding whether a computer-science manuscript fits this venue.
24 biomedical research skills. Trigger: medical research, clinical trials, genomics, bioinformatics. Design: domain databases, wet-lab/dry-lab methods, and ethical compliance…
Use when targeting Molecular Cell (Mol Cell) or deciding whether a molecular-biology manuscript fits this Cell Press venue.
Use when drafting or revising the 中文摘要 or 英文 abstract for a 《中国农村经济》 manuscript. Enforces the five-sentence pattern, requires quantified findings, and forbids empty-significance…
Use when building the exhibits for a Journal of Accounting and Economics (JAE) manuscript — variable-definition appendix, sample-construction table, descriptive statistics and…
Use when targeting Reports on Progress in Physics (RoPP) or deciding whether a physics review manuscript fits this IOP authoritative progress-report venue.
Use when positioning a Journal of Labor Economics (JOLE) manuscript against the labor literature — staking the contribution against the closest papers under Chicago author-date…