Use when targeting Nature Immunology (Nat Immunol) or deciding whether an immunology manuscript fits this venue.
Use when preparing the reproducibility / replication materials for an American Political Science Review (APSR) manuscript.
Use when building tables and figures for an American Educational Research Journal (AERJ) manuscript. Exhibits must be self-contained, accessible, and formatted to APA 7th edition,…
Use when targeting 《改革》(Reform — 重庆社会科学院主管主办的改革政策类 CSSCI 月刊, 1988 年创刊, 不收版面费) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use when organizing a PMLA (Publications of the Modern Language Association) essay so the argument unfolds clearly within the 6,000–9,000-word range.
Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD /…
Use when planning and assembling the transparency package for a Psychological Bulletin submission — protocol preregistration (PROSPERO/OSF), TOP-compliant disclosure, and…
Use when targeting 《国际经贸探索》(International Economics and Trade Research — 广东外语外贸大学主办的月刊, CN 44-1302/F) or deciding whether a Chinese trade/open-economy/business manuscript fits…
Use when targeting International Economic Review (IER) or deciding whether a technically rigorous economics manuscript in theory, econometrics, or macro fits this venue.
Use when drafting the response letter and revising a Strategic Management Journal (SMJ) manuscript after an R&R decision.
Use when running the final pre-submission preflight for the Journal of Banking & Finance (JBF) via Elsevier Editorial Manager — the USD 350 submission fee, double-anonymized…
Use when deciding which jibs-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of International Business Studies…
Use when targeting Astronomy & Astrophysics (A&A) or deciding whether an astronomy manuscript fits this European flagship published by EDP Sciences.
12 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.
Use when targeting Nature Machine Intelligence (Nat Mach Intell) or deciding whether an AI, ML, or robotics manuscript fits this venue.
Reactive Python notebook system. Cell reactivity, UI elements (sliders, dropdowns, tables), SQL cells, plotting, app deployment.
Use when the related-work section of a Journal of Financial Economics (JFE) manuscript reads like a list and the marginal contribution relative to the top-3 finance frontier is…
Use when running the final pre-submission preflight for Global Environmental Change (GEC) via Editorial Manager — format selection, double-blind anonymization, word and abstract…
11 latex skills. Trigger: LaTeX typesetting, formatting papers, mathematical notation, Beamer. Design: template-based guides with package recommendations and compilation tips.
APSA style checker for Quarto (.qmd) files. Checks numbers, capitalization, abbreviations, italics, in-text citations, titles of works, neutral and unbiased language, and…
Use when deciding whether a history project fits The American Historical Review (AHR) and how to frame its significance.
Use when articulating why an Agricultural Systems (AgSy) result matters — its relevance for farm design, management, decision support, or policy.
Use early, when judging whether a project fits Quantitative Economics (QE) — a substantive economic question answered with serious quantitative methods (empirical,…
Use when positioning a Journal of Consumer Research (JCR) manuscript — joining a live consumer-research conversation across disciplines, problematizing rather than gap-spotting,…
Use when targeting ACM Asia Conference on Computer and Communications Security (ASIACCS) or deciding whether a computer-science manuscript fits this venue.
Use when building or cleaning the tables and figures for an Academy of Management Journal (AMJ) manuscript — correlation tables, regression/SEM/HLM result tables, the…
Use when hardening the assumptions, results, and proof architecture of a Journal of Economic Theory (JET) paper — the theory analogue of an identification strategy.
Use when you need to understand and plan around the Journal of Human Resources (JHR) editorial process — single-anonymous review, the fast desk-reject without outside review, the…
Use as the entry point for any Conservation Biology manuscript. Routes to the right conbio sub-skill based on where you are in the science lifecycle and which article type…
Use when building the theoretical mechanism and deriving hypotheses for a Journal of International Business Studies (JIBS) manuscript — specifying cross-level (country/culture →…
Use to understand how Management Science (INFORMS) review and decisions work — the Department/area-editor desk screen, the high desk-reject rate, double-anonymized refereeing, the…
Use when targeting Cell Host & Microbe (Cell Host Microbe) or deciding whether a host-microbe interaction or microbiome manuscript fits this venue.
Use when packaging NeurIPS code, data, models, demos, benchmarks, or other research artifacts for anonymous review, reproducibility, public release, or MLRC-style artifact…
Use when drafting or polishing the prose of an Environmental Science & Technology (ES&T) manuscript so it reads for a multidisciplinary audience in ACS style and fits the…
Use when drafting or revising the literature-review section for a Journal-of-Finance-and-Economics manuscript, when the Chinese / English reference balance is off, or when…
Use when deciding what belongs in appendices versus the main text of a pure-mathematics manuscript for Annals of Mathematics — technical/auxiliary results, long computations, and…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or…
Use to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural…
Use when designing the main-text exhibits of a Journal of Monetary Economics (JME) manuscript under the strict 40-page / no-more-than-10-tables-and-figures-combined cap —…
Use when executing and reporting the analysis for a Social Forces (SF) manuscript so it survives expert, double-anonymized review — honest uncertainty, robustness, and…
Use when choosing or sharpening a problem for Mathematical Finance (Wiley) — tests whether the question is a methodologically novel, rigorously tractable contribution to financial…
Use when targeting Conference on Empirical Methods in Natural Language Processing (EMNLP) or deciding whether a computer-science manuscript fits this venue.
Use when deciding which cre-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国农村经济》 (China Rural Economy).
Use when targeting Text REtrieval Conference (TREC) or deciding whether a computer-science manuscript fits this venue.
Use when planning the strategy and structure for a Journal of Financial and Quantitative Analysis (JFQA) revise-and-resubmit response — point-by-point replies to double-anonymous…
Use when analyzing and reporting results for an Organization Science manuscript across its eclectic methods — establishing trustworthiness for qualitative work, the right…
Use when targeting Journal of the Association for Information Systems (JAIS) or deciding whether a theory-rich, methodologically broad information-systems manuscript fits this…
Use when targeting 《中国行政管理》(Chinese Public Administration — 国务院办公厅主管、中国行政管理学会主办, 不收版面费/审稿费) or deciding whether a Chinese public-administration/governance manuscript fits this…
Structured frameworks for market sizing, competitive analysis, and strategic ...
Use when sharpening the contribution claim for a Journal of Banking & Finance paper so the manuscript explains why the result matters for banking, financial intermediation,…
Use when positioning an Information Systems Research (ISR) manuscript in the IS literature — naming the conversation(s) you join, bridging behavioral, economic, design-science,…
Use when targeting Nature Photonics (Nat Photonics) or deciding whether an optics or photonics manuscript fits this high-impact, broad-significance Nature-family venue.
Systematic prompt engineering methods for AI-assisted academic research workf...
Use when deciding which asq-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Administrative Science Quarterly (ASQ)…
Use when targeting Water Research (Water Res) or deciding whether a water-science or water-engineering manuscript fits this flagship water venue.
Use when deciding whether a communication project fits the Journal of Communication (JoC) and which format (original article vs. JoC Forum) to target.
Use when designing the exhibits for a Journal of Public Economics (JPubE) manuscript — bunching density plots, event-study and RD/RKD graphs, incidence and distributional figures,…
Use when executing and reporting the analysis for an Information Systems Research (ISR) manuscript — identification and validity for empirical work, proof discipline and…
Use when drafting or polishing prose for a Journal of Corporate Finance (JCF) manuscript — the ≤250-word abstract, 1–7 keywords, author-date (Harvard) in-text citations, and the…
Use when estimating and validating the model for a Marketing Science manuscript — running structural estimation (GMM/MLE/SMM/Bayes), checking identification empirically, assessing…