Use when writing the response to a Conservation Biology revise-and-resubmit. Decisions weigh novelty, transferability, methodological soundness, and direct conservation relevance,…
Use to prepare code and data materials for a Journal of Econometrics (JoE) submission under Elsevier's data-citation and availability norms, including reproducible Monte Carlo and…
Use when writing the response to a Global Change Biology (GCB) revise decision. A revision must address every reviewer point with evidence, defend the global-change mechanism and…
Use to understand how Public Opinion Quarterly (POQ) evaluates a manuscript — double-blind review via ScholarOne Manuscripts, typically two to three referees, the…
Use when auditing an ACM CCS submission for HotCRP readiness, dual-cycle abstract registration and full-paper deadlines, the 12-page ACM sigconf body, anonymization, the ethics…
Use when preparing an Economic Policy (EP) manuscript for its panel review — the two named discussants and the conference debate that replace standard anonymous refereeing.
9 legal research skills. Trigger: legal research, case law analysis, regulatory compliance. Design: legal databases, citation networks, and judicial analytics tools.
Use when deciding whether a software-engineering project belongs at ESEC/FSE or should be routed to ICSE, ASE, ISSTA, MSR, ICSME, or an SE journal (EMSE/TSE/TOSEM), and when…
Use when hardening the reproducibility story of an ECCV paper — training recipes and schedules readers can re-run, dataset versioning and split provenance, pinned foundation-model…
Use when planning an ICDM (IEEE International Conference on Data Mining) project timeline from venue fit through the abstract and full-paper deadlines, the long summer wait to the…
Use to lock the single narrative arc before drafting — converts a set of correct results into one Cell-shaped story that runs hypothesis → mechanism → significance, not a list of…
Use when planning an ICRA submission calendar end to end — the September paper deadline, the two video-attachment windows, winter review silence, late-January notification, March…
Use when anticipating the objections a law-and-economics referee at The Journal of Law and Economics (JLE) will raise, so a manuscript pre-empts them before submission or…
Use when packaging AAAI code, data, multimedia appendices, technical appendices, reproducibility evidence, and post-acceptance artifact releases without violating double-blind or…
Use when the mechanism analysis for a 《会计研究》 (Accounting Research) manuscript is missing or mis-specified — the channel must be an information mechanism (reduce information…
Use when executing the empirical analysis for a Journal of Labor Economics (JOLE) manuscript — labor sample construction (CPS/ACS/registers), wage decompositions, standard errors,…
Use when drafting the response to an INFORMS Journal on Computing (IJOC) decision letter — turning referee objections (especially about experiments and reproducibility) into a…
Use when articulating the real-world, policy, and practice implications of a Global Environmental Change (GEC) manuscript.
Use when a CSCW paper is accepted and enters PACMHCI production — executing minor-change conditions, deanonymizing text and artifacts, ACM journal e-rights and TAPS steps, issue…
Use when assembling the data-and-code replication package required by 《管理世界》 after conditional acceptance, drafting the README in Chinese, or auditing a deposit before…
Use when targeting IEEE Transactions on Automatic Control (TAC) or deciding whether a systems-and-control manuscript fits this venue.
Use when targeting Limnology and Oceanography or deciding whether an aquatic-sciences manuscript fits this venue.
Use when designing or auditing The Econometrics Journal (EctJ) Monte Carlo simulations, empirical applications, estimator comparisons, robustness checks, computation, seeds, and…
Use when drafting an ACL author response inside an ACL Rolling Review cycle on OpenReview, covering the response window before meta-review, reviewer discussion dynamics,…
Use when preparing an accepted IROS paper for IEEE Xplore camera-ready — de-anonymization from the double-anonymous cycle, integrating the meta-review, the IEEE electronic…
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 《农村经济》(Rural Economy — 四川省社会科学院主办的农村经济综合月刊, 1983 年创刊, CN51-1029/F, ncjj.alljournal.cn 在线投稿, 摘要≤150字+顺序编码参考文献) or deciding whether a Chinese 三农/农村经济 manuscript…
在为《计算机辅助设计与图形学学报》(Journal of Computer-Aided Design & Computer Graphics, JCAD&CG) 设计与呈现实验证据时调用。覆盖图形学/CAD 论文特有的证据：几何精度指标(Chamfer/Hausdorff)、渲染质量(PSNR/SSIM/LPIPS)、可视化有效性与用户研 — from…
Use when preparing a SOSP camera-ready after acceptance, working with an assigned shepherd toward the final deadline, expanding from the 12-page submission to the 13-page final…
Use when the empirical identification strategy is the bottleneck for a The Economic Journal (EJ) manuscript — quasi-experimental designs (DID, IV, RDD, event study) or structural…
Use when designing or auditing IJCAI or IJCAI-ECAI experiments, baselines, ablations, statistical evidence, hyperparameter reporting, compute descriptions, dataset handling,…
Use when building the theoretical argument of a World Politics manuscript so it travels across cases.
Use when executing and reporting the analysis for a Conservation Biology manuscript so it survives expert, double-blind review — appropriate ecological/statistical models, honest…
Use when deciding which arpsych-* sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Psychology (ARPsych)…
Use when calibrating expectations for the Human Relations (HR) review process — the editorial scoping screen, double-anonymous developmental review, decision types, timelines, and…
Use when deciding what goes in the four ICASSP pages versus a public release, given that ICASSP has no reviewed appendix — managing the 4+1 budget, curating optional multimedia…
Use when strengthening reproducibility for an ICDM (IEEE International Conference on Data Mining) paper - seeds, configs, compute and data reporting, and an anonymized…
Use when targeting The Astrophysical Journal Letters (ApJL) or deciding whether an astrophysics manuscript fits this rapid short-format high-impact venue.
Use when preparing the data, annotation, and reproducibility materials for a Language (LSA) manuscript — shared datasets and code, glossed corpora, sound files, and the ethics of…
Use when drafting the cover note to the editors for an Annals of Mathematics submission — concisely conveying the main result, its significance, scope fit, and any…
Use when targeting Annual Review of Ecology, Evolution, and Systematics (AREES) or deciding whether a proposed synthesis fits this invited-review-only venue.
Use when preparing the exhibits of a Language (LSA) manuscript — numbered examples, Leipzig-convention interlinear glosses, IPA transcription, tableaux/trees, and quantitative…
在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 判断一个选题是否契合、以及该写成何种稿件类型时调用。本刊专注模式识别、人工智能、机器学习、计算机视觉、自然语言处理、智能系统等 AI 细分方向，比综合性计算机刊更聚焦…
Use when targeting USENIX Symposium on Operating Systems Design and Implementation (OSDI) or deciding whether a computer-science manuscript fits this venue.
Use when judging whether a research question fits the Journal of Development Economics (JDE) — a first-order question about low- and middle-income economies and the process of…
Use when the research design and method are the bottleneck for an Academy of Management Journal (AMJ) manuscript — matching design (archival, survey, experiment, multi-method,…
Use when deciding what belongs in the online appendix vs. the 40-page main text for a Journal of Money, Credit and Banking (JMCB) manuscript, and how to keep the core…
Use when planning a STOC (ACM Symposium on Theory of Computing) project calendar — backward planning to the early-November deadline, the STOC/FOCS alternating two-deadline year…
Use when building the related-work and positioning story for a NAACL submission — covering the ACL Anthology lineages reviewers expect, citing Findings, workshop, and regional…
Use when auditing an ICSE research-track submission for HotCRP readiness, covering the mandatory abstract deadline, the 10-page-plus-2-reference-page IEEE format, double-anonymous…
Use when targeting JACS Au or deciding whether a chemistry manuscript fits this gold open-access, broad, high-quality sister journal of JACS.
Use when systematically gathering, reading, and synthesizing a large body of sociological research for an Annual Review of Sociology (ARSoc) review — coverage discipline and…
Use when deciding which respol-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research Policy (RP) submission.
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…
Use when turning archival findings into a sustained historical argument for The American Historical Review (AHR).
Use when targeting 《财经研究》(Journal of Finance and Economics — 教育部主管、上海财经大学主办的综合性经济理论月刊, 1956 创刊, 国家社科基金资助期刊, 双向匿名审稿, 不收审稿费/版面费, 期刊社 qks.sufe.edu.cn) or deciding whether a Chinese…
Use to choose the PNAS submission track — Direct Submission (standard, editor-assigned, peer reviewed) vs Contributed Submission (an NAS member communicates their own paper).
Use when drafting or polishing a Social Forces (SF) manuscript so it reads for a general social-science audience, follows Chicago Manual of Style (17th ed.) author-date, and fits…
Use when writing the response letter for an R&R at 《管理科学学报》 (Journal of Management Sciences in China) — addressing reviewer concerns about assumptions, proof gaps, algorithm…
Use when deciding whether a paper belongs at NeurIPS, choosing main-track versus another NeurIPS track, selecting contribution type, or rerouting to a better AI/ML venue.