Use when revising an ACM RecSys paper for a recommendation-first first page, honest offline-versus-online framing, equal-budget baseline claims, leakage-aware evaluation wording,…
Use when the contribution of a Journal of Econometrics (JoE) manuscript relative to the econometrics literature is fuzzy or undersold.
Use when reasoning about the ACM MM (ACM Multimedia) review pipeline — thematic-area routing to reviewers and area chairs, the OpenReview double-blind process and its single-blind…
Use when the identification argument is the bottleneck for an Economic Policy (EP) manuscript — causal identification of a policy effect, or parameter identification in a…
Use as the final preflight before submitting to PNAS Nexus — a complete checklist across fit, open access/APC/license, article type & length, Significance Statement, abstract,…
Use when writing or auditing a PPoPP paper's related-work and positioning, covering the parallel-programming literature lanes (concurrent data structures, runtimes/schedulers,…
Use when planning an HPCA project timeline from venue fit through the two-step July registration and paper gate, the autumn review wait, the single rebuttal/revision window,…
Use when finalizing the simulation tables and any empirical / illustrative exhibits in an Econometrica manuscript so each is self-contained, precise, and reproducible.
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 designing or auditing the experimental program of an EMNLP paper — baseline fairness and tuning budgets, dataset and language coverage matched to claims, contamination…
Use when scoping or pressure-testing a research question for a Quarterly Journal of Economics (QJE) submission — checks fit, the "big idea" bar, and breadth of the takeaway for…
Use to polish the prose, notation, and proof exposition of an Econometric Theory (ET) manuscript — theorem-proof clarity, consistent notation, APA author-date references, and ET…
Use when shaping or stress-testing a research question for the Journal of Business Venturing (JBV) — confirming the entrepreneurial phenomenon is central, picking a…
Use when auditing an ICDT (International Conference on Database Theory) regular-paper submission for Microsoft CMT readiness, covering the two-step abstract-then-paper deadline in…
Use when deciding whether a project belongs at IEEE VIS or should be routed to EuroVis, PacificVis, CHI, a graphics venue, or the IEEE TVCG journal track, and when choosing among…
Use when deciding whether a formal-methods project belongs at CAV (Computer Aided Verification) or should be routed to TACAS, FMCAD, VMCAI, LPAR/IJCAR, POPL/PLDI/OOPSLA, or a…
Use when hardening the reproducibility of a SOSP paper's results before submission — pinning the OS-level environment, recording hardware and topology, making every figure…
Use when building or auditing the empirical analysis for a Journal of International Economics (JIE) manuscript — constructing bilateral trade panels, estimating PPML gravity,…
Use when understanding or planning for Production and Operations Management (POM) review — Department Editor screening, double-blind review, the rigor-and-practice evaluation, and…
Use when packaging ICASSP code, data, audio or image samples, model checkpoints, scoring scripts, seeds, and logs, even though ICASSP has no formal artifact badge.
Use when testing exhaustiveness, risk-of-bias, heterogeneity, and sensitivity for a Review of Educational Research (RER) review or meta-analysis.
Use when calibrating expectations for the Organization Studies (OS) review cycle — desk-screen odds, the developmental double-anonymized process, decision types, and how to read…
Use when targeting USENIX Annual Technical Conference (USENIX ATC) or deciding whether a computer-science manuscript fits this venue.
Use when the research question or contribution is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Use when deciding what supporting material accompanies a CIKM submission given budgets that count appendices inside the page limit, structuring the in-PDF appendix versus the…
Use when auditing an HPCA evaluation: declaring the fidelity contract (simulator, configuration, workloads, sampled regions, validation), matching each claim to its instrument,…
Use when assembling the Supporting Information for a Journal of the American Chemical Society (JACS) manuscript — complete procedures, full compound characterization, copies of…
Use when deciding which English specialty clinical-medicine journal skill to invoke next, comparing fit across the 30-journal clinical-medicine roadmap, or routing a manuscript…
Use when designing or auditing the evaluation of a VLDB paper, covering workload and dataset realism at scale, competitor tuning fairness, scalability curves versus single points,…
Use when building or auditing the quantitative analysis behind a Review of Economic Dynamics (RED) manuscript — calibration, moment-matching, structural estimation, and…
Use when targeting IEEE Journal on Selected Areas in Communications (JSAC) or deciding whether a communications-and-networking manuscript fits this venue.
Use to plan an ITCS campaign end to end on its single annual cycle — backward from the early-September deadline through the no-rebuttal review, the November notification, the…
Use when drafting the response to reviewers and the revision plan for an Organization Studies (OS) R&R — turning developmental, theory-level reviewer comments into a credible…
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 to make a manuscript conform to The RAND Journal of Economics (RJE) Style Guide — author-date citations with no page numbers, references with no issue numbers, numbered…
Use when performing the final pre-upload audit of a UIST paper in PCS — the abstract-then-paper deadline pair, 10-page/5-page two-column limits with desk-reject enforcement,…
Use when positioning an ICML submission against close ML literature, concurrent ICML submissions, recent public papers, workshop papers, ICLR/AISTATS/NeurIPS neighbors, and prior…
Use when the empirical identification strategy is the bottleneck for a 《财贸经济》 manuscript — fiscal / tax / financial / trade policy shocks and firm- / city- / bank-level…
Use when the exhibits of a Journal of Environmental Economics and Management (JEEM) manuscript — regression tables, event-study plots, maps, WTP/demand-curve figures — do not yet…
Use when responding to 《会计研究》 (Accounting Research) reviewer reports / an R&R — drafting a point-by-point response letter and 修改说明 that addresses accounting-measure construction,…
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 deciding which Chinese social-science/economics/management journal skill to invoke next, comparing fit across the 100-journal Chinese roadmap plus 中国社会科学 and 社会学研究, or…
Use when turning results into an explicit theoretical contribution for an Academy of Management Journal (AMJ) manuscript — the "what new theory do we learn?" statement and the…
Use when polishing the language and rhetoric of a 《中国农村经济》 manuscript — eliminating empty-significance phrases, fixing the "加强完善推进" policy formula, replacing method-flexing with…
Use when targeting ACM/IEEE International Conference on Human-Robot Interaction (HRI) or deciding whether a computer-science manuscript fits this venue.
Use when targeting International Symposium on Distributed Autonomous Robotic Systems (DARS) or deciding whether a computer-science manuscript fits this venue.
Use when polishing the prose of a Journal of Consumer Research (JCR) manuscript — front-loading the consumer insight, writing for an interdisciplinary readership, and conforming…
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 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 running the Responsible NLP checklist as a claims audit for an EACL paper, covering hyperparameter and compute disclosure, verbatim prompt and decoding reporting,…
Use when working with the Perspectives on Psychological Science (PoPS) editor and editorial team — proposal-stage scope, what review referees of a perspective evaluate, suggesting…
Use when drafting EDBT author responses across the two turns of a cycle — the short author-feedback reply on the initial reviews, and the in-cycle revise-and-resubmit change…
Use when positioning a PLDI paper against the SIGPLAN family and systems neighbors — stating technical deltas per cited line, covering the last few PLDI/POPL/OOPSLA/ICFP cycles,…
Use when locating a Journal of International Marketing (JIM) manuscript inside the international marketing literature — mapping the conversation, building the positioning table,…
Use when building the theoretical engine for an Administrative Science Quarterly (ASQ) manuscript — mechanisms, process vs. variance logic, constructs, and boundary conditions.
Use when revising an EMNLP draft for the venue's empirical voice — phenomenon-first framing, claims scoped to tested languages and domains, examples tied to counted errors, a…
Use when defending the research design of an American Journal of Sociology (AJS) manuscript on its own methodological terms — quantitative, comparative-historical, ethnographic,…
Use when deciding whether a software-engineering project belongs at ASE (IEEE/ACM Automated Software Engineering) or should be routed to ICSE, ESEC/FSE, ISSTA, a PL venue, or an…
Use when deciding which jimf-* sub-skill to invoke next, or when sequencing a Journal of International Money and Finance (JIMF) manuscript from topic through rebuttal.
Use when targeting Annual Meeting of the Association for Computational Linguistics (ACL) or deciding whether a computer-science manuscript fits this venue.