Use when building the robustness suite and online appendix for a Quarterly Journal of Economics (QJE) manuscript — the extensive checks QJE referees expect, exploiting the…
Use when writing the data and sample section of an Economic-Research manuscript — naming databases, building variable-definition and descriptive-statistics tables, and leaving an…
Use when auditing an ICLR main-conference submission for OpenReview readiness, double-blind anonymity, page limits, reciprocal reviewing, LLM-use disclosure, dual-submission…
Use when partitioning content between the Physical Review Letters body and its Supplemental Material, ensuring the Letter stands alone while derivations and extended data live in…
Use when targeting IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) or deciding whether a computer-science manuscript fits this venue.
Use when preparing the data availability statement, code archive, Mendeley Data or repository materials, and proprietary-data documentation for a Journal of Banking & Finance…
Use when targeting Communications on Pure and Applied Mathematics (CPAM) or deciding whether an analysis, PDE, or applied-mathematics manuscript fits this Courant/Wiley venue.
Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply, entry,…
Use when targeting 《税务研究》(Taxation Research — 中国税务杂志社主办的税务学术月刊, 在线投约稿系统 tg.ctax.org.cn) or deciding whether a Chinese tax/public-finance manuscript fits this venue.
Use when positioning an American Educational Research Journal (AERJ) manuscript in the literature. AERJ readers span the whole field, so the paper must engage the literatures a…
Use when targeting Functional Ecology (Funct Ecol) or deciding whether a mechanistic study linking organism function to ecology fits this venue.
Use when responding to external-review / R&R comments for 《中国工业经济》 (China Industrial Economics). Builds a point-by-point response letter that prioritizes identification and the…
Use when writing or polishing the English abstract and contribution statement for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — producing a tight English abstract (≤…
Use when planning around the Journal of Business & Economic Statistics (JBES) peer-review process — the multi-Co-Editor model, what method referees scrutinize, and the…
Use when positioning a Journal of the American Academy of Religion (JAAR) article in the scholarly conversation so it reads as a contribution to the study of religion broadly, not…
Use when deciding which jpube-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Public Economics (JPubE)…
Use when polishing the prose of an Organization Science manuscript — front-loading the organizational argument and contribution, writing for an interdisciplinary micro-to-macro…
Use when deciding which ssc-* sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《中国社会科学》 (Social Sciences in China).
Use when the empirical/analytical approach is the bottleneck for a Marketing Science manuscript — choosing among structural econometrics, analytical modeling, and…
5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship.
Use when targeting 《中南财经政法大学学报》(Journal of Zhongnan University of Economics and Law — 中南财经政法大学主办的财经政法综合双月刊, 1958 创刊, CSSCI 来源, 文稿以6000字为宜、中英文摘要200–300字) or deciding whether a…
Use when the empirical identification strategy is the bottleneck for a 《中国农村经济》 manuscript — micro-household / village-level quasi-experimental designs (DID, IV, RDD, PSM).
Use when targeting IEEE-RAS International Conference on Humanoid Robots (Humanoids) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Nature Reviews Drug Discovery (Nat. Rev. Drug Discov.) or deciding whether a drug-discovery review or analysis fits this commissioned, authoritative review…
Use when packaging IJCAI or IJCAI-ECAI code, data, proofs, models, and appendices as reproducibility evidence or supplementary material, especially when there is no separate…
Use when deciding whether a molecular / translational oncology study belongs in Cancer Cell (Cell Press) before investing in full submission.
Use when targeting International Conference on Software Engineering (ICSE) or deciding whether a computer-science manuscript fits this venue.
Use when turning empirical results into an explicit contribution to accounting knowledge for a Journal of Accounting Research (JAR) manuscript — stating what we now know about how…
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
Use when targeting Journal of Labor Economics (JOLE) or deciding whether a labor-economics manuscript fits this venue.
6 geoscience & climate skills. Trigger: earth science data, GIS, remote sensing, climate modeling. Design: geospatial tools, satellite data processing, and environmental models.
Use when the identification of a monetary or macro shock (or a structural mechanism) is the bottleneck for a Journal of Monetary Economics (JME) manuscript — high-frequency…
Use when designing the empirical study for a Journal of International Business Studies (JIBS) manuscript — matching a cross-country and/or multilevel design to the question,…
Use when targeting European Conference on Artificial Intelligence (ECAI) or deciding whether a computer-science manuscript fits this venue.
Use when drafting or polishing prose for a Journal of Applied Econometrics (JAE) manuscript to its house conventions — a 100-word citation-free summary, up to six keywords,…
Use when designing or auditing AISTATS experiments, simulations, baselines, statistical tests, uncertainty estimates, ablations, random seeds, hyperparameters, compute, dataset…
Use when targeting 《科研管理》(Science Research Management — 中国科学院科技战略咨询研究院主办的科研/创新管理月刊, 1980 年创刊) or deciding whether a Chinese R&D/innovation-management manuscript fits this venue.
Use when drafting or polishing the prose of a Mind article so the argument is maximally clear to a broad philosophical readership within the ~8,000-word limit.
Use when polishing prose to ACS house style and claim discipline for a Journal of the American Chemical Society (JACS) manuscript.
Use when stating the theory and hypotheses for a Psychological Science manuscript. The journal's credibility norms require a clear separation of confirmatory (preregistered) from…
Use when targeting IEEE International Conference on Data Engineering (ICDE) or deciding whether a computer-science manuscript fits this venue.
Use when deciding which cfe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《财经研究》 (Journal of Finance and Economics).
Use when the theoretical puzzle is the bottleneck for an Academy of Management Review (AMR) manuscript — deciding whether an idea is theory-worthy and AMR-fit before any…
Use when targeting One Earth or deciding whether a sustainability manuscript fits this Cell Press venue.
Use when performing the close visual and formal analysis that anchors an Art Bulletin article — describing and interpreting composition, form, medium, facture, scale, and viewing…
6 pharmaceutical research skills. Trigger: drug discovery, pharmacology, clinical trial design, regulatory filing.
Use when running the final Journal of Economic Growth submission preflight through Springer Nature, including abstract length, title-page metadata, LaTeX or Word source files,…
Use when executing and reporting the analysis for a Management Science (INFORMS) manuscript — proving and numerically verifying analytical results, or estimating and validating…
Use when preparing the data-availability statement and the data/code archive for a Conservation Biology manuscript.
Use when targeting Nature Reviews Methods Primers (Nat Rev Methods Primers) or deciding whether a cross-disciplinary methods "Primer" proposal fits this commissioned Springer…
Use to build The Lancet's signature Research in context panel — the three mandatory headed parts (Evidence before this study, Added value of this study, Implications of all the…
Use when turning results or a built artifact into an explicit contribution for a MIS Quarterly manuscript — stating what new IS knowledge the paper produces (behavioral mechanism,…
Use when results may be fragile or when multiple-testing / out-of-sample discipline is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Use when targeting International Conference on Learning Representations (ICLR) or deciding whether a computer-science manuscript fits this venue.
Use when choosing and justifying the research design for an Administrative Science Quarterly (ASQ) manuscript — qualitative (grounded-theory, ethnographic, historical) or…
Use when planning and sequencing a full NeurIPS manuscript workflow from topic and track selection through writing, the mandatory Paper Checklist, OpenReview submission,…
Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
Use when targeting 《南开管理评论》(Nankai Business Review) — a top Chinese business-school journal for strategy, organizational behavior, HRM, marketing, and corporate governance.
Use when testing whether a research question fits the Review of Economic Dynamics (RED) — a journal whose scope is defined by method and lens (dynamic, quantitative economics)…
Use when preparing AISTATS supplementary material, appendices, proof details, code/data archives, simulation scripts, additional tables, and anonymized artifacts under deadline,…