Use when the empirical causal-identification argument is the bottleneck for a European Economic Review (EER) manuscript — DiD/event-study, IV, RDD, or experiment.
Use when targeting 《社会保障评论》(Social Security Studies) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use when targeting Nature Reviews Materials (Nat Rev Mater) or deciding whether a materials review proposal fits this commissioned, conceptually demanding review venue.
Use when deciding which cell-* sub-skill to invoke next, or when sequencing a manuscript from significance test through reviewer rebuttal for Cell (Cell Press).
Use when preparing IJCAI or IJCAI-ECAI supplementary material, technical appendices, ZIP files, proofs, derivations, data, source code, and resubmission files under deadline,…
Use when building or auditing the related-work section of an ICRA paper — covering the conference's own recent proceedings plus IROS, RSS, CoRL, RA-L, and T-RO lanes, handling…
Use when deciding whether a project belongs at MICRO (IEEE/ACM International Symposium on Microarchitecture) or should route to ISCA, HPCA, ASPLOS, DAC/ICCAD, SC, or MLSys —…
Use when anticipating how a New Media & Society (NM&S) manuscript will be judged — anonymous (double-anonymized) peer review, what interdisciplinary referees weigh, and the…
Use when getting a review topic in front of the Annual Review of Sociology (ARSoc) Editorial Committee or shaping an accepted invitation — the invited/commissioning intake route,…
Use when anticipating how a Progress in Human Geography (PiHG) review essay will be judged — the double-anonymous review model, decision categories, and the desk-reject triggers…
EDFacts — K-12 outcomes: assessment proficiency, ACGR graduation rates, ESSA accountability at school/district level (2009-2020). Within-state trends and subgroup gaps.
Use when planning a VLDB project on the PVLDB rolling calendar, covering month-picking strategy, the volume-to-conference mapping and acceptance cutoff, budgeting a possible…
Use when designing or auditing IEEE ICSME empirical evaluations, covering real evolving subject systems, mining-software-repositories provenance, fair baselines, SE-standard…
在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件构建可复现性与实验可重复证据时调用。覆盖环境与依赖版本固定、随机种子与非确定性控制、数据集版本与抽取日期钉死、大模型/API…
Use when writing the response document for an Academy of Management Review (AMR) Revise & Resubmit — structuring point-by-point replies that show the theory was genuinely…
Use when targeting the Journal of Clinical Endocrinology and Metabolism or deciding whether a clinical-endocrinology or metabolism study fits this venue.
Use when handling reviewer feedback for an ACM/IEEE Design Automation Conference (DAC) Research Manuscript — writing a concise, evidence-first rebuttal IF the cycle runs an…
Use when targeting Hepatology or deciding whether a liver-biology or liver-disease study fits this venue.
Use when systematically gathering, reading, and structuring the literature for an Annual Review of Psychology (ARPsych) review so coverage is comprehensive and current.
Use when building or auditing the related-work of a MobiCom paper — sweeping the SIGMOBILE and networking literature lanes, proving each citation's venue on dblp/ACM DL against…
Use when anticipating the objections a Journal of Economic Behavior & Organization (JEBO) referee will raise before submitting — demand effects, mechanism-vs-alternative, external…
Use when reasoning about how a FOCS (IEEE Symposium on Foundations of Computer Science) submission is evaluated — the TCMF-sponsored program committee, subreferee delegation,…
Use when deciding whether an agronomy or crop-science project fits Field Crops Research (FCR) and which article type to target.
Use when constructing or auditing accounting measures for 《会计研究》 (Accounting Research) — discretionary accruals (modified Jones), real earnings management (Roychowdhury),…
Use when running the final pre-submission preflight for a The Review of Financial Studies (RFS) manuscript — the SFS Editorial Express portal, cover letter, formatting, Internet…
Use when preparing the IROS video attachment as evidence — the 60-second/10 MB limit, its own deadline, storyboarding uncut real trials and labeled failures, showing playback…
Use when auditing an IEEE INFOCOM main-conference submission for EDAS readiness, covering the two-step abstract-then-paper registration, the IEEEtran two-column…
Use first, before any writing, to stress-test whether a clinical study clears NEJM's bar — practice-changing clinical impact, methodological rigor, and generalizability.
24 biomedical research skills. Trigger: medical research, clinical trials, genomics, bioinformatics. Design: domain databases, wet-lab/dry-lab methods, and ethical compliance…
Use when strengthening ACM CCS reproducibility evidence, including the artifact-availability posture, threat-model-to-evidence mapping, attack reproduction steps, defense overhead…
Use when deciding which cie-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国工业经济》 (China Industrial Economics).
Use when auditing an ACM PODS research submission for EasyChair readiness, covering the chosen cycle's abstract-then-paper deadlines, the acmsmall[review,anonymous] format and…
Use when the identification argument is the bottleneck for a Journal of International Money and Finance (JIMF) manuscript — open-economy causal designs, high-frequency policy/FX…
Use when positioning an IJCAI or IJCAI-ECAI submission against archival AI literature, arXiv preprints, workshop papers, prior rejected versions, dual-submission rules, shortened…
Use when hardening the verifiability of a SODA (ACM-SIAM Symposium on Discrete Algorithms) paper, where reproducibility means checkable mathematics — complete proofs in the…
Use when designing or auditing the experimental plan for a Cancer Cell (Cell Press) study — orthogonal validation across in vitro, in vivo, and human tumor systems, with controls,…
Use when the identification argument is the bottleneck for a Journal of Health Economics (JHE) manuscript — quasi-experimental health-policy variation, selection into…
Use when building and stress-testing the heavy footnote apparatus of a Harvard Law Review (HLR) piece so it survives the student-editor cite-check / source-pull.
Use when deciding whether a project belongs at MLSys rather than OSDI, SOSP, NSDI, ASPLOS, ATC, EuroSys, or the ML conferences, testing for genuine ML-systems co-design, choosing…
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 running the final pre-submission preflight for AEJ: Economic Policy via the AEA online submission system — single-blind review front matter, JEL codes, submission and…
Use when auditing an ACM SoCC (Symposium on Cloud Computing) research-paper submission for HotCRP readiness, covering the two-round abstract+paper deadlines, the acmart/sigconf…
Write effective point-by-point responses to peer reviewer comments for revisions
Use when positioning an ACM RecSys submission against recommender-systems literature and its neighbors (SIGIR, KDD, WSDM, TheWebConf, UAI), including the reproducibility-critique…
Use when designing or writing the governance / policy-process mechanism analysis for a 《中国行政管理》 manuscript.
Use when polishing prose, abstract, and introduction for a Quarterly Journal of Economics (QJE) manuscript so the big idea lands fast for a general-interest reader.
Use to plan a full ACM/IEEE Design Automation Conference (DAC) Research-Manuscript campaign backward from the mid-to-late-November manuscript deadline through the two-stage…
Use when choosing or sharpening the research question for a Marketing Science manuscript — testing whether a marketing problem is important AND admits a formal model (structural…
Use when deciding where HPCA material belongs across the four destinations the venue offers — the 11-page body, the anonymized artifact mirror, the staging shelf for the…
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…
在为《计算机辅助设计与图形学学报》(Journal of Computer-Aided Design & Computer Graphics, JCAD&CG) 撰写审稿意见答复(rebuttal)与修回说明时调用。覆盖点对点(point-by-point)逐条答复的组织、大修/小修的不同策略、如何用新增图形证据(渲染对比、几何误差、消融 — from…
Use when targeting Journal of Consumer Psychology (JCP) or deciding whether a consumer-psychology manuscript fits this venue.
Use when choosing or sharpening a research question for the Journal of Marketing (JM) — testing whether it is substantive, managerially/societally relevant, and JM-fit (vs.
Use when preparing The Econometrics Journal replication files, README, software versions, data documentation, seeds, proprietary-data exemptions, and OUP Supporting Information…
Use when an IMF Economic Review (IMFER) manuscript's exhibits must communicate an international-macro result to a dual academic/policy audience — transparent country coverage,…
Use when targeting Nature Structural & Molecular Biology (NSMB) or deciding whether a structural/molecular biology manuscript fits this venue.
Use when targeting ACM International Conference on Multimedia Retrieval (ICMR) or deciding whether a computer-science manuscript fits this venue.
Use when targeting IEEE Transactions on Robotics (T-RO) or deciding whether a robotics manuscript fits this venue.
Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER +…
Use when targeting INTERSPEECH (INTERSPEECH) or deciding whether a computer-science manuscript fits this venue.