在为《通信学报》(Journal on Communications, JOC) 稿件设计与呈现实验、仿真或实测证据时调用。覆盖通信学科特有的链路级/系统级仿真、标准信道模型（AWGN/Rayleigh/多径/多普勒）、SNR-BER…
Use to understand how an American Educational Research Journal (AERJ) manuscript will be judged — masked (anonymous) peer review, desk screening, routing to the right section (SIA…
Use when explaining or strategizing around RSS (Robotics: Science and Systems) peer review — the double-blind OpenReview pipeline, the two-stage design where only above-threshold…
Use when reasoning about how an IEEE ICSME research submission is evaluated, covering double-anonymous review, the early-decision cut that issues Accept/Reject before the…
Use when targeting 《现代日本经济》(Contemporary Economy of Japan — 吉林大学与中华全国日本经济学会联合主办的双月刊, 1982 创刊, CSSCI) or deciding whether a Japan/East-Asia comparative-economics manuscript fits…
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 designing or auditing the experiments of an ACM MM (ACM Multimedia) paper — matched baselines per modality, ablations that isolate the cross-modal fusion, user studies or…
Use when sharpening the one-sentence theoretical contribution of an Organization Studies (OS) manuscript and the intro/discussion claims that carry it.
Use when deciding which AER-skills sub-skill to use next, or when sequencing manuscript work from topic selection through rebuttal for the American Economic Review, AER:Insights,…
Use when targeting Journal of Membrane Science or deciding whether a membranes / membrane-process manuscript fits this venue.
12 econometrics skills. Trigger: causal analysis, regression models, treatment effects, panel data. Design: method-centric guides with R/Python code and diagnostic tests.
Use when targeting Economic Policy or deciding whether a policy-oriented economics manuscript fits this venue.
Use when drafting or polishing an American Political Science Review (APSR) manuscript so it reads for the whole discipline, follows the APSA Style Manual, and fits the word caps…
Use when defending the research design of a Social Psychology Quarterly (SPQ) manuscript — laboratory and survey experiments (group processes, status), survey and secondary-data…
Use when placing an Operations Research (OR) manuscript against the OR/MS literature — separating your model, results, and algorithmic guarantees from the closest prior work so…
Use when targeting IEEE International Conference on Data Mining (ICDM) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Eurographics Annual Conference (Eurographics) or deciding whether a computer-science manuscript fits this venue.
Use when running the final pre-submission preflight for a Governance: An International Journal of Policy, Administration, and Institutions manuscript on the Wiley submission…
Use when preparing an accepted ISSTA paper for the ACM Digital Library camera-ready, covering de-anonymization, the final ACM sigconf layout without the review/anonymous options,…
Use when performing the final pre-upload audit of an NDSS submission — HotCRP fields, the AoE deadline, NDSS template and 13-page compliance, double-blind sweep, ethics readiness,…
Use when packaging an artifact for an accepted OOPSLA paper under the SPLASH artifact-evaluation track — surviving the kick-the-tires phase, earning the Functional and Reusable…
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 targeting Journal of Human Resources (JHR) or deciding whether an applied-microeconomics manuscript on labor, education, health, or welfare fits this venue.
Use when targeting Manufacturing and Service Operations Management (M&SOM) or deciding whether an operations-management theory / modeling / empirical manuscript fits this venue.
Use when stating the headline contribution of a Marketing Science manuscript — naming the primary dimension (substantive marketing insight, modeling, methodology, data, or…
Use when building tables and figures for a Population and Development Review (PDR, Wiley / Population Council) manuscript so exhibits are self-contained, accessible, and legible…
Use when deciding what accompanies an ISCA submission beyond the 11 reviewed pages — what must live inside the page budget because reviewers see nothing else, how to use fully…
Use when positioning a Sociological Methods & Research (SMR) manuscript against the methods literature across sociology, statistics, econometrics, psychometrics, and computational…
Use when positioning a Journal of Educational Psychology manuscript against the educational-psychology literature.
Use when building or refining the mechanism for an Information Systems Research (ISR) manuscript — deriving behavioral hypotheses for empirical work or analytical…
Use when executing and stress-testing the empirical analysis for a RAND Journal of Economics (RJE) industrial-organization manuscript — estimating structural demand/supply, entry,…
Use when targeting European Urology or deciding whether a urology clinical/surgical study fits this venue.
Use when planning an ACM CHI submission cycle end to end — the single September deadline, two-round review with a five-week revise-and-resubmit window, December decisions, the…
Use to understand how The American Historical Review (AHR) evaluates a manuscript — double-blind anonymous review by at least six scholars, a six-to-eight-month timeline, an 8-10%…
Julia-based econometric and structural estimation for computationally intensive tasks. Use for structural models, maximum likelihood, GMM, numerical optimization, simulations, and…
Use when deciding whether a computer-vision project should target ICCV, weighing the biennial odd-year cadence and its two-year option cost, what the Marr Prize lineage says about…
Use when building tables and figures for a Journal of Communication (JoC) manuscript so exhibits are self-contained, accessible, APA-formatted, and counted toward the page budget…
Use when positioning an ISSTA submission against the testing and analysis literature, covering the sibling venues (ICSE, FSE, ASE, ICST, PLDI, CAV), delta-first framing against…
Use when targeting Transportation Research Part B (Methodological) or deciding whether a transportation manuscript fits this venue.
Use when designing or auditing EDBT empirical evaluations for database-systems work, covering real workloads and datasets, fair and tuned baselines, honest measurement across…
Craft structured research abstracts that maximize clarity and journal acceptance
Use when targeting Conference on Empirical Methods in Natural Language Processing (EMNLP) or deciding whether a computer-science manuscript fits this venue.
Use when drafting the response letter for a revise-and-resubmit at the Journal of International Economics (JIE) — answering international-trade or open-economy-macro referees on…
Use when deciding whether a question is a Journal of Health Economics (JHE) paper at all — is it a genuine health-economics contribution, not a public-finance or labor paper with…
Use when running the final pre-submission preflight for Earth and Planetary Science Letters (EPSL) via Editorial Manager — letters-format length check, title page and highlights,…
6 geoscience & climate skills. Trigger: earth science data, GIS, remote sensing, climate modeling. Design: geospatial tools, satellite data processing, and environmental models.
Use when a Games and Economic Behavior (GEB) manuscript involves experimental data or numerical illustration — analyzing strategic-game experiments and building verified worked…
Use when positioning a Cognitive Psychology (Elsevier) manuscript against the field, especially against rival models and prior empirical programs.
Use when a 《中国工业经济》 (China Industrial Economics) manuscript needs mechanism evidence. Prefers split-channel and moderation (heterogeneity-by-mechanism) regressions and treats the…
Design conjoint experiments: attributes, power, AMCE/AMIE estimation.
Use when drafting or polishing a Journal of Educational Psychology manuscript to fit its format — generally under 12,000 words (excluding references/tables/figures/appendices), a…
Use when the conceptual argument is the bottleneck for a Research Policy (RP) manuscript — building an innovation-studies mechanism or framework that an interdisciplinary…
Use when planning an EDBT project timeline across the multiple-cycle rolling model — choosing a submission cycle, backward-planning through the author-feedback phase and the…
Use when starting or routing any European Sociological Review (ESR) manuscript and unsure which skill applies.
Use when packaging a USENIX FAST artifact for the USENIX Artifact Evaluation scheme (Artifacts Available, Artifacts Functional, Results Reproduced), covering what a storage AEC…
Use when running the final pre-submission preflight for a Journal of Health Economics (JHE) manuscript via Elsevier Editorial Manager — single-anonymized review, keywords,…
Use when targeting 《工程管理科技前沿》(Frontiers of Engineering Management Science and Technology — 合肥工业大学主办、教育部主管的管理类双月刊, 由《预测》于 2022 年更名, 1982 年创刊, 国自然管理科学 A 级, 双盲匿名审稿) or deciding…
Use when planning an ACM FAccT project timeline from venue fit through abstract registration, OpenReview submission, the rebuttal window, the new Accept/Revise/Reject…
Use when targeting USENIX Security Symposium (USENIX Security) or deciding whether a computer-science manuscript fits this venue.
Use when deciding whether a data-management project belongs at EDBT or should be routed to SIGMOD, VLDB/PVLDB, ICDE, the co-located ICDT theory venue, or a database journal, and…