Use when targeting 《产业经济研究》(Industrial Economics Research — 江苏省教育厅主管、南京财经大学主办的产业经济专业双月刊, 2002 年创刊, CSSCI) or deciding whether a Chinese industrial-econ manuscript fits this venue.
Use when auditing the core analytical engine of a Journal of Financial Intermediation (JFI) paper — for empirics, the causal design that separates credit supply from demand in…
Use when targeting ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games (I3D) or deciding whether a computer-science manuscript fits this venue.
Use when designing or auditing figures for a Physical Review Letters manuscript, where a few high-impact figures must carry the central result and count against the length limit.
Use when targeting INFORMS Journal on Computing (IJOC) or deciding whether an algorithms / optimization / computational-methods / ML-for-OR manuscript fits this venue.
Use as a late-stage polish for an Econometrica manuscript to enforce the terse, formal, theorem-numbered house style and clean mathematical exposition.
Use when positioning a Journal of Monetary Economics (JME) manuscript against the monetary-economics and macroeconomics frontier — staking the contribution against…
Use to design and report robustness for a 《数量经济技术经济研究》 (JQTE) manuscript where the contribution is measurement, a model, or a forecast — focusing on sensitivity to method choice,…
Use when building tables and figures for a Public Opinion Quarterly (POQ) manuscript so exhibits are self-contained, accessible, and show survey-based uncertainty correctly.
Use when sharpening the contribution claim of a Strategic Management Journal (SMJ) manuscript so it lands as a contribution to *strategy theory*.
Use when strengthening AISTATS reproducibility evidence, including the official checklist, statistical assumptions, proofs, datasets, hyperparameters, random seeds, compute,…
Use when deciding which jhr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Human Resources (JHR) submission.
Use when deciding which jom-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Operations Management (JOM)…
Use as the entry point for any Criminology (ASC / Wiley) manuscript. Routes to the right crim sub-skill based on where you are in the lifecycle and whether the paper is a full…
Use when preparing the replication / data-access materials for a The Journal of Politics (JOP) manuscript.
Use as the entry point for any World Politics manuscript. Routes to the right World Politics sub-skill based on where you are in the lifecycle and whether you are writing a…
Use when positioning a Social Forces (SF) manuscript against the literature so it reads as a contribution to a general social-science audience.
Use when targeting ACM SIGMETRICS (SIGMETRICS) or deciding whether a computer-science manuscript fits this venue.
Use when an Economic-Research manuscript is at the topic-selection stage and the theoretical grounding, marginal-contribution sentence, or venue match are unsettled.
Use when drafting or polishing a Demography (PAA / Duke University Press) manuscript so it reads for population scientists across components, follows the journal's house style…
Use when deciding which jbes-* sub-skill to invoke next, or when sequencing methods-paper work from topic selection through rebuttal for a Journal of Business & Economic…
Use when writing or repairing the introduction and related-work framing for a Journal of Political Economy (JPE) manuscript — situating the contribution in the economics…
Use when preparing the replication package for a Journal of International Economics (JIE) manuscript — JIE requires that all materials needed to replicate published papers…
Use to write Cell's Summary — a single unstructured paragraph of ≤ ~150 words that conveys the complete story, the mechanism, and the broad significance, quantified and readable…
Use when positioning a Journal of Business Venturing (JBV) manuscript in the entrepreneurship literature — joining a live conversation, problematizing assumptions instead of…
Use when targeting The Web Conference (WWW) or deciding whether a computer-science manuscript fits this venue.
Secure sandboxed code execution environments for reproducible research computing
Use when selecting or auditing the method for a Production and Operations Management (POM) manuscript — analytical modeling (optimization, stochastic models, game theory),…
Use when targeting ACM/IEEE Symposium on Logic in Computer Science (LICS) or deciding whether a computer-science manuscript fits this venue.
Use when executing and reporting the analysis for a Criminology (ASC / Wiley) manuscript so it survives expert review — honest uncertainty, robustness, and methods appropriate to…
Use when executing and reporting the analysis for a Public Opinion Quarterly (POQ) manuscript so it survives expert, double-blind review — design-based inference that respects…
Use when deciding which smj-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Strategic Management Journal (SMJ)…
Router for the Journal of International Economics (JIE) skill pack — given where a manuscript stands (idea, identification, data, framing, exhibits, polish, replication, review,…
Use when handling numerical, computational, or empirical content in a Journal of Economic Theory (JET) paper — JET is theory-first, so examples, simulations, and computed…
Use when targeting ACM Symposium on Virtual Reality Software and Technology (VRST) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Brookings Papers on Economic Activity (BPEA) or deciding whether a macro-policy manuscript fits this venue.
Use when designing or defending the causal identification strategy for a Journal of Corporate Finance (JCF) empirical paper — choosing and stressing a design (DID/staggered…
Use when drafting or strengthening the policy-implications section of an Economic-Research manuscript.
End-to-end drug development pipeline from target identification to regulatory...
Use when targeting IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) or deciding whether a computer-science manuscript fits this venue.
Use to build Science's data, code, and materials availability — mandatory deposition in approved repositories, accession numbers, a compliant data-availability statement, and…
24 metadata & bibliometrics skills. Trigger: DOI resolution, citation metrics, author disambiguation, bibliometrics.
Use when assembling the data-and-code replication package required by 《管理世界》 after conditional acceptance, drafting the README in Chinese, or auditing a deposit before…
Use when deciding which prl-* sub-skill to invoke next, or when sequencing manuscript work from scope-fit through revision for a Physical Review Letters (PRL) manuscript.
Use when defending the research design of a Demography (PAA / Duke University Press) manuscript — choosing among demographic methods (life tables, decomposition,…
Use when working on a Journal of Financial Intermediation manuscript to stake the contribution against the banking and financial-intermediation frontier — name the closest…
Use when deciding whether a problem is a fit for Operations Research (OR) and which of its editorial areas it belongs to — testing for a genuine OR/MS methodological contribution…
Use when targeting 《亚太经济》(Asia-Pacific Economic Review — 福建社会科学院主办的双月刊, 1984 创刊, CN 35-1014/F, 不收版面费/审稿费) or deciding whether an Asia-Pacific regional-economics manuscript fits…
Use when deciding which geb-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Games and Economic Behavior (GEB)…
Use when building exhibits for a Journal of Marketing Research (JMR) manuscript — result tables, study-flow figures, interaction plots, and model summaries in AMA style, and…
Use when targeting European Economic Review (EER) or deciding whether a general-economics manuscript fits this venue.
Use when framing the contribution of a Journal of Economic Theory (JET) paper so its theoretical advance is unmistakable — lead with the theorem, state why the result matters for…
Use when targeting IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR) or deciding whether a computer-science manuscript fits this venue.
Prose quality checker for Quarto (.qmd) files, grounded in William Zinsser''s *On Writing Well* (30th Anniversary Edition).
Use when running the final pre-submission preflight for the American Journal of Sociology (AJS) via Editorial Manager — the $30 submission fee (waived for sole-author gra — from…
Use when building the theoretical argument for a Journal of Business Venturing (JBV) manuscript — constructing a multidisciplinary mechanism (economics, psychology, sociology) for…
Use when positioning an American Sociological Review (ASR) manuscript against the literature so it reads as a broad sociological contribution rather than a subfield note.
Use when situating an Art Bulletin article in the historiography and scholarly literature of art history.
Use when targeting International Conference on Principles and Practice of Constraint Programming (CP) or deciding whether a computer-science manuscript fits this venue.
Use when running the final pre-submission preflight for Mind via ScholarOne — preparation for triple-anonymous review, the ~8,000-word limit, the 50–200-word abstract, line…