Use when navigating the Mathematical Finance (Wiley) review process — single-blind editor screening, associate-editor handling, and referees who verify proofs line by line.
Use when anticipating likely referee objections for a Journal of Risk and Uncertainty (JRU) manuscript before submission.
Use when building or revising tables and figures for a Journal of the European Economic Association (JEEA) manuscript so exhibits read clean for a general-interest audience and…
Use when organizing the material around an ACM SIGCOMM paper — deciding what lives in the 12-page body versus references versus optional appendices, keeping the main paper…
Use when building or auditing the robustness section of a 《中国工业经济》 (China Industrial Economics) manuscript — the journal's signature "arms race." Drives an exhaustive checklist:…
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 targeting Acta Materialia or deciding whether a structural-materials / physical-metallurgy manuscript fits this venue.
Use to plan a SIGGRAPH or SIGGRAPH Asia Technical Papers campaign backward from the deadline, covering the two annual cycles, the form-then-upload two-step submission, the…
Use when an accepted SIGIR paper must become the ACM Digital Library version of record — de-anonymizing the sigconf source, CCS concepts and keywords, the e-rights form, TAPS…
Use when targeting 《公共管理与政策评论》(Public Administration and Policy Review — 中国人民大学主办的公共管理与政策双月刊, 匿名评阅) or deciding whether a Chinese public-administration/policy manuscript fits this…
Use when locating a Sociological Theory (ST) manuscript in a tradition and conversation — naming whose theory you extend, challenge, or synthesize, and avoiding sibling-journal…
Use when estimating and stress-testing results for a Journal of Public Policy & Marketing (JPP&M) manuscript — treatment effects from experiments, DiD/RDD/synthetic-control policy…
Use when deciding which jcr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Consumer Research (JCR)…
Use when preparing Journal of Economic Growth (JEG) data availability statements, replication code, calibration files, digitized historical sources, GIS layers, and Springer…
Use when deciding which mw-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《管理世界》 (Management World).
Use when building the related-work section and positioning for a CVPR paper, covering literature that moves at arXiv speed, concurrent-work etiquette, the CVPR/ICCV/ECCV sibling…
Use when positioning a Journal of Marketing Research (JMR) manuscript against the closest behavioral, modeling, and methods literatures so the contribution reads as a genuine…
Use as the router for an Operations Research (OR) manuscript — given where you are in the OR/MS modeling-to-submission lifecycle, it names the next ors-* skill to invoke.
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 the theoretical argument is the bottleneck for a Journal of Management Studies (JMS) manuscript — building a mechanism and deriving hypotheses a priori, OR abstr — from…
Use when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
Use when an R&R or decision letter arrives for a Journal of the European Economic Association (JEEA) manuscript and a response-letter strategy and revision plan are needed.
Use when targeting Eurographics Annual Conference (Eurographics) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Journal of Economic Perspectives (JEP) or deciding whether an accessible symposium-style article fits this venue.
Use when preparing Journal of Human Resources (JHR) tables, figures, online appendix exhibits, reconciliation tables, event-study and first-stage diagnostics, and policy-readable…
Use when deciding which joe-* sub-skill to invoke next, or when sequencing a Journal of Econometrics (JoE) manuscript from methodological topic selection through revision…
Use when drafting KDD rebuttals on OpenReview, where authors answer each review under a no-hyperlink rule, cannot upload revisions, and write for the area chair who recommends…
Use when assembling the data, code, instructions, and experiment software for an Experimental Economics (ExpEcon) manuscript to meet the ESA reproducibility standard.
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 converting an accepted ISCA paper into its published form — de-anonymizing authors, acknowledgments, and artifact links; satisfying the edition's publisher workflow under…
Use when preparing the data-availability statement and reproducibility materials for a Population and Development Review (PDR, Wiley / Population Council) manuscript.
Use when articulating the central legal claim and normative payoff of a Harvard Law Review (HLR) piece so it reads as an original contribution, not a doctrinal survey.
Use when targeting 《经济问题探索》(Inquiry into Economic Issues — 云南省发展和改革委员会主管、云南省宏观经济研究院（云南省产业研究院）主办的经济类月刊, 1980 创刊, 匿名审稿) or deciding whether a Chinese econ/management manuscript fits…
用于为《管理世界》实证稿件设计与撰写机制检验和异质性分析，从"政策有效"走向"为何有效、对谁有效"。Use when 主回归已稳健但缺机制证据、异质性切分颗粒度不够（只切国企/非国企或东中西）、中介只跑…
Use when targeting Conference on Machine Learning and Systems (MLSys) or deciding whether a computer-science manuscript fits this venue.
Use when deciding whether a political-science project fits the British Journal of Political Science (BJPS) and which of its three formats to target.
Use when positioning a Demography (PAA / Duke University Press) manuscript against the population-science literature so it reads as a contribution of general interest to…
Use when building tables and figures for a Journal of Public Administration Research and Theory (JPART) manuscript so exhibits are self-contained, accessible, and fit the…
Use when writing or auditing the related-work and positioning of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — covering the systems…
Use when anticipating referee objections or calibrating review expectations for an American Economic Journal: Microeconomics (AEJ: Micro) manuscript before submission.
Use when responding to a Progress in Human Geography (PiHG) decision letter (major/minor revision) — building a point-by-point response to the editor and referees that strengthens…
Use when the identification strategy is the bottleneck for a 《金融研究》 (Journal of Financial Research) manuscript — policy shocks (MPA / 资管新规 / LPR / 注册制), high-frequency…
Use when choosing and defending the research design for a Journal of Marketing (JM) manuscript — matching a "big tent" method (experiment, field study, survey, secondary data,…
7 code execution skills. Trigger: running code, interactive notebooks, Jupyter, Colab, sandboxed execution.
Use when a Games and Economic Behavior (GEB) manuscript involves experimental data or numerical illustration — analyzing strategic-game experiments and building verified worked…
Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification.
Use when running the final pre-submission preflight for a Journal of Political Economy (JPE) manuscript via Editorial Express — manuscript format, Chicago author-date references,…
Use when targeting AER: Insights or deciding whether a short-format economics manuscript fits this venue.
Use when a Journal of Business & Economic Statistics (JBES) decision letter arrives (R&R or major revision) and a response strategy and letter are needed for a methods paper.
Use when targeting British Machine Vision Conference (BMVC) or deciding whether a computer-science manuscript fits this venue.
Use to understand and navigate the Journal of Econometrics (JoE) editorial process — single-anonymized review, editor screening before a minimum of two referees, the three…
Use when targeting 《成都体育学院学报》(Journal of Chengdu Sport University) — a CSSCI comprehensive sport-science journal hosted by Chengdu Sport University, distinctively strong in sport…
Use when partitioning content between an Advanced Materials main text and its Supporting Information, ensuring the paper stands alone while extended data, full experimental…
Principles and practices of communicating science to diverse audiences. Covers the CER (claims-evidence-reasoning) framework, lab report structure, peer review, scientific…
Use when targeting Accounts of Chemical Research (Acc Chem Res) or deciding whether a chemistry account manuscript fits this ACS venue.
Use when deciding whether a result belongs at STOC (ACM Symposium on Theory of Computing) — testing for broad theory-of-computation significance versus routing to FOCS, SODA, CCC,…
Use when targeting Text REtrieval Conference (TREC) or deciding whether a computer-science manuscript fits this venue.
Use when running the final pre-submission preflight for Psychological Bulletin via APA Editorial Manager — masking, the ≤ 250-word abstract, APA 7th style, MARS/PRISMA/JARS…
Use when planning and drafting the revision and point-by-point response for a Management Science (INFORMS) R&R — prioritizing the Department Editor's binding concerns, addressing…
Use when targeting The Lancet Neurology or deciding whether a clinical neurology manuscript fits this venue.