Use when building the literature review for a 《数量经济技术经济研究》 (JQTE) manuscript — organizing it around the method lineage (how a quantity has been measured / a series forecast / a…
Use when targeting Reviews of Geophysics (Rev Geophys) or deciding whether an Earth or space science review fits this authoritative, very-high-impact invited-review venue.
Use when main-paper exhibits are the bottleneck for a The Review of Financial Studies (RFS) manuscript — table layout, standard-error reporting, and publication-grade figures.
Use when you need to understand how the Journal of Monetary Economics (JME) review process actually works — single anonymized (single-blind) review with at least two reviewers,…
Use when drafting AAAI rebuttals under the single short author-response limit, no-URL rule, no-new-results guidance, AI-review handling, and two-phase review process.
Use when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response,…
Use when targeting 《数量经济技术经济研究》(The Journal of Quantitative & Technological Economics, JQTE) — the CASS journal for quantitative economics, econometric methods, technical…
Use to choose the PNAS submission track — Direct Submission (standard, editor-assigned, peer reviewed) vs Contributed Submission (an NAS member communicates their own paper).
Use when targeting Advanced Materials (Wiley) or deciding whether a materials science manuscript fits this venue.
Use when designing the study behind a Global Change Biology (GCB) manuscript — manipulative experiments, observational/gradient studies, or process modelling of biological…
Use when positioning a manuscript within the corporate-finance literature for the Journal of Corporate Finance (JCF) — locating the paper in the right strand (capital structure,…
Use when deciding which jbv-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Business Venturing (JBV)…
Use when finalizing regression tables and figures for a 《中国农村经济》 manuscript. Enforces three-line table style, footnote conventions, column-count discipline, and figure aesthetics.
Use when the causal identification strategy is the bottleneck for a Journal of Labor Economics (JOLE) manuscript — DID/event study, IV including shift-share, RDD, RCT, and AKM…
Use for measurement rigor in 《南开管理评论》 (Nankai Business Review) survey studies — reliability (Cronbach's α, composite reliability), validity (convergent via AVE, discriminant via…
Use when revising a Review of Finance manuscript for a 150-word abstract, double-blind wording, Chicago-style references, first-order finance framing, two-round review discipline,…
Use when targeting Duke Mathematical Journal (Duke Math. J.) or deciding whether a pure mathematics manuscript fits this top-tier broad-scope Duke University Press venue.
Use when targeting Journal of International Money and Finance (JIMF) or deciding whether an international-finance manuscript fits this venue.
Use when sharpening the development-economics takeaway of a Journal of Development Economics (JDE) manuscript — the explicit "what this teaches about development" claim that an…
Use when targeting Nature Human Behaviour (Nat Hum Behav) or deciding whether a human behavioural science manuscript fits this venue.
Use when designing the empirical (or analytical) approach for a Journal of Accounting and Economics (JAE) manuscript — choosing an identification strategy (natural experiments,…
Use when running the final pre-submission preflight for the Journal of Econometrics (JoE) via Editorial Express — the USD $75 fee with proof-of-payment upload, PDF-only…
Use when polishing prose, the 100-word abstract, and the introduction for a Journal of Labor Economics (JOLE) manuscript — Chicago author-date references, the 20,000-word economy,…
Use when deciding which jacs-* sub-skill to invoke next, or when sequencing a Journal of the American Chemical Society (JACS) manuscript from scope check through revision.
Use when targeting Journal of Economic Geography (JoEG) or deciding whether a spatial-economics / economic-geography manuscript fits this venue.
Use when targeting International Conference on Automated Machine Learning (AutoML Conference) or deciding whether a computer-science manuscript fits this venue.
Use when building the conceptual exhibits of an Academy of Management Review (AMR) manuscript — process models, 2x2 typologies, multi-level frameworks, and propositions tables…
Use to finalize the main tables and figures of a 《金融研究》 (Journal of Financial Research) manuscript to journal house style — trimming over-wide regression tables, standardizing…
Use when deciding which jmr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Marketing Research (JMR)…
Use when a referee report or R&R has arrived for a The Review of Economic Studies (REStud) manuscript and a point-by-point response letter plus aligned manuscript revisions are…
用于撰写或强化《管理世界》稿件的政策启示章节，把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when…
Use when deciding which cie-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国工业经济》 (China Industrial Economics).
Use when articulating what is new in a Journal of Labor Economics (JOLE) manuscript for a general labor-economics audience — the marginal contribution, the labor lesson, and why a…
Use as the entry point for any Environmental Science & Technology (ES&T) manuscript. Routes to the right ES&T sub-skill based on where you are in the lifecycle and which article…
Use when positioning a Journal of Operations Management (JOM) manuscript within the operations and supply chain management conversation — joining a live OM/SCM debate,…
Epidemiological study designs, measures of association, and public health ana...
Use when writing the response to an American Educational Research Journal (AERJ) revise-and-resubmit.
Use when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions, equilibrium, propositions/theorems, comparative…
Evidence-based learning science principles for educational research and practice
Research methods and analytical frameworks for philosophical inquiry and scho...
Use when planning an R&R response letter for the Journal of Financial Intermediation (JFI) — single-blind review where referees know you, often a small number of expert reports,…
Use when targeting 《管理评论》(Management Review — 中国科学院大学主办的管理学术月刊, 全程匿名审稿) or deciding whether a Chinese management manuscript fits this venue.
Use when polishing the language of a 《社会学研究》 (Sociological Studies) manuscript — removing both policy-report tone (加强/完善/推进) and pure-technique tone (method-flexing), and…
Use when deciding which qe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quantitative Economics (QE) submission.
Use when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper.
Use when targeting Chemical Reviews (Chem Rev) or deciding whether a chemistry review manuscript fits this ACS venue.
Use when targeting Physical Review D (PRD) or deciding whether a particles, fields, gravitation, or cosmology manuscript fits this APS archival venue.
Use after a decision letter/referee reports arrive for a Journal of the American Chemical Society (JACS) manuscript, to plan experiments and draft the point-by-point response.
Use when defending the research design of a Journal of Marriage and Family (JMF) manuscript — longitudinal and life-course designs, dyadic and family-level analysis,…
Use when drafting or revising the literature-review section for a 《中国行政管理》 manuscript, when the public-administration theory anchor is missing, or when the Chinese-governance /…
Use when deciding which English natural-science / clinical / physical / formal-science journal skill to invoke next, comparing fit across the 100-journal natural-science roadmap,…
EADA — college athletics gender equity (~2,000+ institutions, 2002-2021). Participation, coaching, salaries, expenses, revenues, athletic aid by gender.
Generates an HTML gallery of all project figures with captions and source notebooks. Use when reviewing figures.
Use when defending the research design of an American Journal of Political Science (AJPS) manuscript — causal identification for observational work, experimental and…
Use when positioning a Conservation Biology manuscript against the literature so it reads as a novel, transferable contribution to conservation science.
Use when targeting Robotics: Science and Systems (RSS) or deciding whether a computer-science manuscript fits this venue.
Use when building the theoretical argument of a Social Psychology Quarterly (SPQ) manuscript into a contribution to sociological social psychology — whether the work is in the…
Use when the related-work framing is the bottleneck for a The Review of Financial Studies (RFS) manuscript — defining the precise delta against JF/JFE/RFS and prior literature.
Use when targeting Science Advances (Sci Adv) or deciding whether a multidisciplinary open-access manuscript fits this AAAS venue.
Use when targeting 《经济学动态》(Economic Perspectives — 中国社会科学院主管、经济研究所主办的理论经济学月刊, 1960 年创刊, CSSCI) or deciding whether a Chinese econ manuscript fits this venue.