Use when the assumptions, regularity conditions, identification result, and asymptotic theory of a Journal of Econometrics (JoE) methodological paper are the bottleneck.
Use when deciding whether a project fits Demography (PAA / Duke University Press) and which article type to target.
Use when planning revisions and drafting the point-by-point response for a Journal of Accounting and Economics (JAE) revise-and-resubmit — prioritizing the editor's identification…
Use when running the final pre-submission preflight for Critical Inquiry (CI) via Editorial Manager — format selection, the 9,500-word limit (including discursive notes and all…
Use after a Manufacturing & Service Operations Management (M&SOM) revise-and-resubmit — planning the revision around the Department Editor and Associate Editor priorities, then…
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)…
当你在为《自动化学报》(Acta Automatica Sinica, AAS) 设计与呈现实验、仿真或实物验证时调用。覆盖研究问题(RQ)驱动的实验设计、公平基线与对照、控制类的稳定性/收敛性/鲁棒性分析、模式识别类的指标与统计显著性、消融实验、仿真与实物平台的报告要素，帮助为控制理论、机器人、智能系统方向的中文稿搭建经得起 Acta…
Use when deciding which expecon-* sub-skill to invoke next, or when sequencing manuscript work from design through rebuttal for an Experimental Economics (ExpEcon) submission.
Use when positioning an NDSS submission against prior literature — sweeping the security big four plus the specialist venues, writing precise deltas, verifying every citation…
Use when reasoning about UAI peer review on OpenReview, including bidding, double-blind evaluation against the correctness, novelty, backing, and clarity criteria, the…
Use when targeting JAMA (Journal of the American Medical Association) or deciding whether a clinical medicine manuscript fits this venue.
Use when targeting IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) or deciding whether a computer-science manuscript fits this venue.
Use when organizing robustness and sensitivity checks for a Journal of Law, Economics, and Organization (JLEO) manuscript — structuring checks by the institutional/organizational…
Use when staking a Journal of Risk and Uncertainty (JRU) manuscript's contribution against the expected-utility-and-alternatives literature.
Use when preparing or auditing a CoRL OpenReview submission — the corl_2026 LaTeX template, the 8-page main text with a mandatory Limitations section counted inside it, uncounted…
Use when positioning a Developmental Psychology (APA) manuscript against the developmental literature.
Use when strengthening IPSN-lineage reproducibility for a hardware/embedded/deployment artifact, covering firmware and board files, pinned toolchains, raw traces and calibration,…
Use when targeting Journal of Clinical Investigation (JCI) or deciding whether a translational medicine manuscript fits this venue.
Use when building tables and figures for a Psychological Science manuscript. The journal uses APA 7th-edition style and asks that tables and figures be embedded within the main…
Use when running and reporting the statistical analysis for a Journal of Marketing (JM) manuscript — the right estimator for a big-tent design, JM's exact p-value / standard-error…
Use when anticipating referee objections or calibrating review expectations for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript before submission.
Use when assembling the proof appendix and any code/data deposit for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript under the AEA Data and Code Availability…
Use when targeting Annals of Mathematics (Ann. of Math.) or deciding whether a pure mathematics manuscript fits this Princeton/IAS venue.
Use when deciding whether a project is EACL-shaped or better routed to ACL, EMNLP, NAACL, AACL, TACL, Computational Linguistics, LREC-COLING, COLM, or an ML venue, covering the…
Use when positioning an Earth and Planetary Science Letters (EPSL) manuscript against prior work. EPSL's readership spans geochemistry, geophysics, geodynamics, geochronology and…
Use when packaging code, data, and logs for an ICDM (IEEE International Conference on Data Mining) paper - building the anonymized, history-scrubbed repository that the PDF must…
Use when auditing a MobiSys submission for HotCRP readiness — the paper-registration prerequisite, the single December UTC deadline, the 12-page double-column body including…
Use for the exhibits in an Econometric Theory (ET) paper — Monte Carlo size/power/coverage tables, finite-sample and limit-behavior plots, with self-contained notes, ET…
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 organizing an Art Bulletin article so the argument unfolds clearly and the figures are integrated at the right moments within the ~16,000-word limit including endnotes.
Use when designing the summary tables and conceptual figures for an Annual Review of Psychology (ARPsych) review — the who-found-what tables and the one framework diagram that…
Use when targeting Conference on Computational Natural Language Learning (CoNLL) or deciding whether a computer-science manuscript fits this venue.
Use when settling the measurement and estimation choices of a Journal of Financial Economics (JFE) manuscript — factor construction, portfolio sorts, Fama-MacBeth/GMM,…
Use when preparing an artifact for the ICSE Artifact Evaluation track after paper acceptance, covering the ACM badge system (Available, Reusable, Results Reproduced/Replicated),…
Use when positioning an IEEE ICSME submission against the software-maintenance and evolution literature across ICSME, SANER, MSR, ICPC, SCAM, ICSE/FSE, and the SE journals (TSE,…
Use when scoping or sanity-checking the research question for a Research Policy (RP) manuscript — deciding whether it is a genuine innovation-studies question RP owns versus an…
Use when positioning an Organization Science manuscript in the literature — identifying the organization-theory conversation it joins, problematizing rather than gap-spotting, and…
Use when polishing Journal of Banking & Finance prose, structure, abstracts, introductions, variable definitions, result paragraphs, and Elsevier author-date reference style for a…
Use when exhibits in an International Economic Review (IER) manuscript are dense, do not carry the argument, or do not present structural/theory results well.
Use when targeting International Conference on Principles and Practice of Constraint Programming (CP) or deciding whether a computer-science manuscript fits this venue.
Use when deciding which advmat-* sub-skill to invoke next, or when sequencing manuscript work from scope-fit through revision for an Advanced Materials (Adv. Mater.) manuscript.
Use when building or repairing the conceptual framework of a Journal of International Marketing (JIM) manuscript — theorizing why effects differ across countries, choosing…
Use when deciding whether a computer-systems performance project belongs at ACM SIGMETRICS or should be routed to IMC, SIGCOMM/NSDI/OSDI, INFOCOM, a learning venue (NeurIPS/ICML),…
Use when targeting Nature Photonics (Nat Photonics) or deciding whether an optics or photonics manuscript fits this high-impact, broad-significance Nature-family venue.
Use when scrutinizing statistical inference for a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — choosing and justifying the clustering level, handling weak instruments…
Use when drafting or polishing a Field Crops Research (FCR) manuscript so it reads for a general agronomy/crop-science audience, follows FCR structure, and meets the format…
Use when deciding whether an anthropology project fits Current Anthropology (CA) and which article type to target.
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 where OSDI content lives given the no-appendix submission rule — triaging material between the 12-page reviewed body, the 14-page-plus-appendices final paper,…
Use when preparing the reproducibility / replication materials for an American Political Science Review (APSR) manuscript.
Use to finalize PNAS Nexus display items — count figures and tables against the graphical-element budget, size to journal column widths, set legible fonts, show-the-data with n…
Use when building the economic mechanism and deriving signed, falsifiable predictions for a Journal of Accounting Research (JAR) manuscript — grounding hypotheses in information…
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 planning an ACM RecSys project timeline from venue fit through abstract, full paper, the anonymous repository, rebuttal, decision, ACM camera-ready, registration, and…
Use when strengthening CAV (Computer Aided Verification) reproducibility, covering benchmark provenance (SV-COMP/SMT-COMP/HWMCC/VNN-COMP set revisions), pinned tool and baseline…
Use when planning an ICALP (EATCS) campaign backward from its single annual February deadline, through abstract registration, the anonymous submission, the Track B rebuttal…
Use when designing or auditing figures for a Physical Review Letters manuscript, where a few high-impact figures must carry the central result and count against the length limit.
Use as the entry point for any American Journal of Sociology (AJS) manuscript. Routes to the right AJS sub-skill based on where you are in the lifecycle and whether the piece is a…
Use when targeting IEEE Transactions on Industrial Electronics (TIE) or deciding whether an industrial-application electronics, drives, or control manuscript fits this venue.
Use when preparing a EuroSys artifact for the sysartifacts-run evaluation — choosing among the Available, Functional, and Reproduced badges, timing the post-notification artifact…