Use when a Quarterly Journal of Economics (QJE) manuscript has a credible empirical result but no conceptual frame — to add the model or framework that turns a coefficient into a…
Use when framing the contribution of a Journal of Financial Intermediation (JFI) paper around what it teaches about intermediation — the institution, the friction, the mechanism,…
Use when positioning a Manufacturing & Service Operations Management (M&SOM) manuscript within the operations-management literature — engaging the canonical OM streams (inventory,…
Use when verifying trial registration, IRB/ethics approval, informed consent, ICMJE authorship and conflict-of-interest disclosures, and the data-sharing statement for a JAMA…
Use when defending the research design of a World Politics manuscript — comparative-historical and case selection, quantitative cross-national identification, qualitative process…
Operational framework for the DAAF orchestrator. Defines engagement modes, confirmation protocol, subagent dispatch, context budget, and reference-loading.
Use when targeting 《农业技术经济》(Journal of Agrotechnical Economics — 中国农业技术经济研究会与中国农业科学院农业经济与发展研究所主办、农业农村部主管的农业技术经济月刊, 1982 年创刊, CN11-1883/S, 双向匿名, iaecn.cn 投稿) or deciding whether a…
Use when targeting International Joint Conference on Artificial Intelligence (IJCAI) or deciding whether a computer-science manuscript fits this venue.
Use when deciding which computer-science or AI conference skill to invoke next, comparing fit across the 155-conference CS roadmap, or routing an AI/ML/CS manuscript before…
Use when choosing and defending the research design for a Journal of Operations Management (JOM) empirical study — matching survey, archival/secondary, field, case, experimental,…
Use when the inferential backbone of a Journal of Economic Growth (JEG) manuscript needs stress-testing — empirical papers via causal/econometric identification for growth, theory…
Use when targeting Annals of Mathematics (Ann. of Math.) or deciding whether a pure mathematics manuscript fits this Princeton/IAS venue.
Use when building or cleaning up the tables and figures of a Strategic Management Journal (SMJ) manuscript.
Craft structured research abstracts that maximize clarity and journal acceptance
Use when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's…
Use when running the final pre-submission preflight for Agricultural Systems (AgSy) via Editorial Manager — article-type selection, abstract <= 250 words, Highlights, graphical…
Use when navigating the Journal of Economic Growth (JEG) editorial process — the Springer Nature submission path, editor screening for growth-and-development fit, theory and…
Use when targeting 《金融评论》(Chinese Review of Financial Studies — 中国社会科学院金融研究所主办、2009 年创刊、不收版面费的金融学术双月刊) or deciding whether a Chinese finance manuscript fits this venue.
Use when deciding which jqte-* sub-skill to invoke next, or when sequencing manuscript work from fit positioning through rebuttal for 《数量经济技术经济研究》 (The Journal of Quantitative &…
Use first, before any writing, to stress-test whether a clinical study clears NEJM's bar — practice-changing clinical impact, methodological rigor, and generalizability.
Use when the assumptions, regularity conditions, and asymptotic results are the bottleneck for an Econometric Theory (ET) theorem-proof paper — adapt "identification" to mean…
Use when running the final pre-submission preflight for a JAMA manuscript — word/format limits, required statements, checklist and flow-diagram files, disclosures, and portal…
Use when targeting Review of Economic Dynamics (RED) or deciding whether a quantitative-macro / dynamic-economics manuscript fits this venue.
Use when computing effect sizes and fitting the meta-analytic model for a Psychological Bulletin manuscript — effect-size metrics, random-effects vs.
Use when strengthening reproducibility for ICLR papers, including seeds, variance, compute, datasets, implementation details, ethics statements, and reviewer-verifiable evidence.
Captures tool versions, packages, and kernel info as a reproducibility record in notes/. Use when documenting the environment.
Use when formatting a PMLA (Publications of the Modern Language Association) essay in MLA style — in-text parenthetical citations keyed to a Works Cited list built from the MLA…
Use when targeting Journal of Applied Econometrics (JAE) or deciding whether an applied-econometric manuscript that brings methods to a substantive economic question fits this…
Use when a Physical Review Letters result is correct but its central claim and broad significance are not yet sharp.
Use when preparing the data-sharing materials a Journal of Financial Intermediation (JFI) submission expects under Elsevier norms — a published Data Statement, deposited and…
Use when targeting ACM Interactive Surfaces and Spaces (ISS) or deciding whether a computer-science manuscript fits this venue.
Use when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits,…
Use when positioning a World Politics manuscript against the comparative-politics and international-relations literatures so it reads as a contribution that travels across cases.
Use when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized historical sources, GIS layers, and Springer…
Use when deciding what belongs in the Internet Appendix vs. the main text of a The Journal of Finance (JF) manuscript.
Use when targeting International Symposium on Research in Attacks, Intrusions and Defenses (RAID) or deciding whether a computer-science manuscript fits this venue.
Use to understand how Manufacturing & Service Operations Management (M&SOM) review and decisions work — the author-routed six-department structure, the Department Editor /…
Use when the prose of a Journal of Financial Economics (JFE) manuscript needs to reach the journal's register — precise, evidence-forward, and free of hedging or overclaiming.
Use when targeting ACM/IEEE Joint Conference on Digital Libraries (JCDL) or deciding whether a computer-science manuscript fits this venue.
Use when writing the theoretical analysis and hypothesis-development section of an Economic-Research manuscript — deriving testable, directional, falsifiable hypotheses that map…
Use when the literature review for a 《金融研究》 (Journal of Financial Research) manuscript is a citation pile rather than a dialogue — to enter the finance lineage (international +…
Use to build PNAS's Data Availability Statement and deposition plan — mandatory deposition of data in an approved repository at submission, accession numbers/DOIs, public +…
Use when targeting 《软科学》(Soft Science — 四川省科技促进发展研究中心主办的软科学/管理决策月刊) or deciding whether a Chinese innovation-policy/management manuscript fits this venue.
Use when targeting Genome Biology or deciding whether a genomics or computational biology manuscript fits this venue.
Use when targeting The BMJ or deciding whether a clinical medicine or evidence-based medicine manuscript fits this venue.
Use when stress-testing the empirical identification strategy for a Journal of Banking & Finance manuscript, including bank panels, policy shocks, event studies, IV, staggered…
Use to confirm study-design rigor and the mandatory prospective trial registration, protocol, and statistical analysis plan before writing up a clinical study for NEJM.
Runs pre-submission checks (word count, anonymization, citations, placeholders, cross-refs) and generates a checklist. Use before journal submission.
Use to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant…
Use when running the final pre-submission preflight for Field Crops Research (FCR) via Editorial Manager — article-type selection, abstract (~400 words) and highlights (3-5…
Use when targeting 《中国农村观察》(China Rural Survey — 中国社会科学院农村发展研究所主办的三农双月刊, CN11-3586/F, 双向匿名、零审稿/版面费, 需中英文摘要) or deciding whether a Chinese 三农 manuscript fits this venue.
用于《管理世界》投稿前的最终 preflight 检查，规避因形式问题在初审被技术性退稿。Use when…
Use when preparing to submit to the Journal of Accounting and Economics (JAE) — the Editorial Manager preflight, the USD 650 submission fee, double-anonymized file separation…
Use when designing or defending the field-experiment or modelling design of a Field Crops Research (FCR) manuscript — multi-environment trials, randomization and replication,…
Use when targeting Journal of Accounting and Economics (JAE) or deciding whether an accounting manuscript fits this venue.
Use when targeting EuroSys (EuroSys) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Developmental Cell or deciding whether a developmental or cell-biology manuscript fits this venue.
Use when building the central argument of a Mind article — stating a sharp thesis and constructing a valid, sound argument for it.
Use when targeting Journal of Marketing Research (JMR) or deciding whether a marketing manuscript fits this venue.
Use when choosing and defending the research design for a MIS Quarterly manuscript — a behavioral survey/experiment, an economics-of-IS identification strategy, a design-science…