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 Proceedings of the IEEE or deciding whether an electrical-and-computer-engineering review manuscript fits this venue.
Use when sharpening the theoretical contribution and the "so what" for an Administrative Science Quarterly (ASQ) manuscript once results exist.
Use when results exist but the "so what for accounting" is thin for a Review of Accounting Studies (RAST) manuscript — turning estimates or propositions into one sharp, defensible…
Use when deciding which jams-* sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS)…
Use when packaging code, datasets, configs, and deployment evidence for a KDD paper, where the repository cited in the submission is the only artifact reviewers can reach because…
Use when targeting Conference on Lifelong Learning Agents (CoLLAs) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Agricultural and Forest Meteorology or deciding whether a land–atmosphere manuscript fits this venue.
Use when auditing a CVPR submission before the OpenReview deadline, covering abstract registration and profile requirements, the 8-page limit including figures and tables, the…
Use to judge whether a manuscript fits 《社会学研究》 (Sociological Studies) — distinguishing a genuine sociological problematic from an economics-style policy-evaluation paper, and…
Use when drafting or revising the literature-review section for a 《财贸经济》 manuscript, when the Chinese / English reference balance is off, or when canonical fiscal / financial /…
Use to structure a Cell Article and hold its length — Summary, Introduction, Results, Discussion, STAR Methods, figure legends, references — with main-text length and display-item…
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 planning a SODA (ACM-SIAM Symposium on Discrete Algorithms) campaign end to end — backward-planning to the July AoE deadline, SODA's seat in the theory calendar between…
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 as the entry point for any American Historical Review (AHR) manuscript. Routes to the right AHR sub-skill based on where you are in the lifecycle of a history article — from…
Use when targeting ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp) or deciding whether a computer-science manuscript fits this venue.
Use when starting or navigating any manuscript aimed at Language (Linguistic Society of America) and unsure which skill applies — it reads your stage and piece type (General…
Use when defending the causal identification of a Journal of Policy Analysis and Management (JPAM) manuscript — RCTs, difference-in-differences / event study, regression…
Use when designing the real-data validation of a 《中国管理科学》 (Chinese Journal of Management Science) manuscript — forecasting and financial-engineering strands: data provenance,…
Use when targeting Gastroenterology (AGA) or deciding whether a GI/hepatology manuscript fits this venue.
Use when targeting Music Theory Spectrum or deciding whether a music-theory manuscript fits this venue.
Use when designing tables and figures for a Journal of Law, Economics, and Organization (JLEO) manuscript — making exhibits carry the institutional/organizational comparison…
Use when deciding which soctheory-* sub-skill to invoke next, or when sequencing a Sociological Theory manuscript from theoretical-problem framing through peer-review revision for…
Use when targeting International Conference for High Performance Computing, Networking, Storage and Analysis (SC) or deciding whether a computer-science manuscript fits this…
Use when responding to ACM SIGMETRICS reviews, covering any initial rebuttal and — distinctively — the one-shot revision response letter that must map every item on the reviewers'…
Use when drafting or tightening an ICRA manuscript — leading with the robot task and physical constraint, compressing a systems story into 6 IEEE two-column pages, writing…
Use when writing the contribution and implications section for a 《会计研究》 (Accounting Research) manuscript — articulating both the accounting-theory contribution (role of accounting…
Use when converting an accepted ISCA paper into its published form — de-anonymizing authors, acknowledgments, and artifact links; satisfying the edition's publisher workflow under…
Use when writing the short proposal that gates an Academy of Management Annals (Annals) review — the ≤5-page, four-heading proposal submitted under the twice-yearly deadlines…
Use when situating an Art Bulletin article in the historiography and scholarly literature of art history.
Use when drafting the response to a Research Policy (RP) decision letter — converting double-blind referee and handling-editor comments into a point-by-point response and a…
Use when defending the research design of a Communication Research (CR) manuscript — experiments (lab/online), panel surveys, and content analysis with intercoder reliability.
Use when ICCV reviews arrive and the one-page rebuttal must be drafted inside the one-week May window, covering the official template's constraints, evidence selection when no…
Use when choosing suggested and opposed referees for an Advanced Materials submission and pre-empting the objections materials reviewers most often raise.
Use when deciding whether an applied-economics project fits The Review of Economics and Statistics (REStat) rather than AER / AEJ:Applied / J.
Use when revising prose to match The Yale Law Journal (YLJ) house style — clear, generalist-legible legal writing with a disciplined footnote-to-text balance.
Use when revising an Annual Review of Sociology (ARSoc) review for the ARSoc voice — authoritative, accessible to sociologists outside the subfield, signposted, with a strong…
Use when targeting Monthly Notices of the Royal Astronomical Society (MNRAS) or deciding whether an astronomy manuscript fits this RAS/OUP venue.
Use when drafting or revising the prose and figures of an ICCV paper, covering writing for an international generalist reviewer pool, the inclusive 8-page economy, mechanism-first…
Use when auditing an MLSys submission for OpenReview readiness, covering the two-column 10-page body excluding references, the separate appendix upload, double-blind rules that…
Use when preparing an OSDI artifact for sysartifacts-run evaluation — the post-acceptance timeline, the 2026 narrowing to a single Artifacts Available badge, Zenodo-grade…
Use when building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency, information-economics,…
Use when polishing prose, abstract, and introduction for a Quantitative Economics (QE) manuscript so a quantitative method and its economic payoff land for a general-interest…
Use when running the final preflight for a Journal of International Marketing (JIM) submission — the ScholarOne portal, the two-file anonymized package, formatting caps, and…
Use when targeting Journal of Finance (JF) or deciding whether a finance manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when targeting Chemical Reviews (Chem Rev) or deciding whether a chemistry review manuscript fits this ACS venue.
在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 撰写相关工作/文献综述并确立创新性时调用。本刊要求成果具原创创新价值，相关工作须 delta 优先——把本文相对最接近工作的增量讲清，而非文献罗列。覆盖如何组织相关工作、如何在模式识别/机器学习/视觉/NLP…
Use when assembling the data and code replication package for an American Economic Journal: Applied Economics (AEJ: Applied) manuscript to pass the AEA Data and Code Availability…
Use when planning a research project's calendar toward NAACL — handling the chapter's skipped-year rhythm, choosing an ARR cycle when the edition's feeding cycles are not yet…
Use when preparing the transparency materials for a Public Opinion Quarterly (POQ) manuscript — the AAPOR-standard "Appendix A: Disclosure Elements", the replication package…
Use when converting an accepted EMNLP paper — Main or Findings — into its ACL Anthology camera-ready form: de-anonymization, integrating response-phase commitments, Limitations…
Use when building reproducibility into an OSDI systems project — recording hardware, configuration, workload, and measurement provenance while experiments run, keeping paper and…
Use when designing the empirical component of a POPL paper — deciding whether evidence should be a mechanization, a prototype, case studies, or benchmarks; reporting proof effort…
Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment…
Use when you need to understand how Earth and Planetary Science Letters (EPSL) evaluates a manuscript — subject-editor desk screening against the frontier bar, expert review…
Use when targeting 《中国经济问题》(China Economic Studies — 厦门大学主办的经济学双月刊, 不收版面费) or deciding whether a Chinese econ manuscript fits this venue.
Use when planning an ICASSP project timeline — the annual clock from venue fit through the September paper deadline, single-blind review, the short winter rebuttal, spring…
Use when running the final pre-submission preflight for Developmental Psychology (APA) via Editorial Manager — length-tier compliance, the abstract and Public Significance…
Use when a Journal of Economic Behavior & Organization (JEBO) manuscript needs a behavioral or bounded-rationality model to organize, predict, or interpret its evidence.