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 sharpening the development-economics takeaway of a Journal of Development Economics (JDE) manuscript — the explicit "what this teaches about development" claim that an…
Use when preparing an NDSS artifact for evaluation after conditional acceptance — targeting the Available, Functional, and Reproduced badges, packaging attacks and measurements…
Use when sharpening the contribution claim of a Strategic Management Journal (SMJ) manuscript so it lands as a contribution to *strategy theory*.
Use when building the reproducibility story for a SIGGRAPH / TOG paper, covering deterministic result regeneration, scene/mesh/weight provenance, hardware and timing disclosure,…
Bayesian inference methods including prior selection, MCMC, and model comparison
Use when planning an IEEE PerCom project timeline from venue fit through paper registration, the September submission, the early-rejection gate, the bounded rebuttal, the IEEE…
Use when targeting 《会计研究》(Accounting Research) — the top accounting journal of the Accounting Society of China.
Use after Lancet reviews arrive (including the statistical reviewer and the editor's letter) to triage the decision, answer statistical and clinical comments, and draft a…
Use when targeting Water Resources Research (WRR) or deciding whether a hydrology / water-science manuscript fits this venue.
Use when designing or auditing a CAV (Computer Aided Verification) empirical evaluation, covering standard benchmark sets (SV-COMP/SMT-COMP/HWMCC/VNN-COMP), fair baseline solvers…
Use when defending the research design of a Demography (PAA / Duke University Press) manuscript — choosing among demographic methods (life tables, decomposition,…
Use when the causal identification or inference design is the bottleneck for a Journal of Financial Economics (JFE) manuscript — natural experiments, IV, staggered DID, RDD, and…
Use when targeting Journal of Operations Management (JOM) or deciding whether an empirical / survey-based / behavioral operations-and-supply-chain manuscript fits this venue.
Use when responding to 《世界经济》 (The Journal of World Economy) referee reports (R&R) — structuring a point-by-point response letter that addresses the journal's characteristic…
Use when running the final pre-submission preflight for the Journal of Communication (JoC) via Manuscript Central — format selection, double-anonymous preparation, page/abstract…
Use when strengthening reproducibility evidence for an ACL paper reviewed through ACL Rolling Review, covering the Responsible NLP checklist end to end, hyperparameter and compute…
Use when responding to Editorial Committee and referee feedback on an Annual Review of Economics (ARE) review — coverage gaps, balance/accuracy complaints, framework/stru — from…
Use when shaping the prose and structure of a Harvard Law Review (HLR) piece for a generalist, student-edited audience — clear introductions, disciplined Parts, and the…
Use when sequencing a Sociological Methods & Research (SMR) manuscript from method-contribution fit through derivation and properties, Monte Carlo simulation, real-data empirical…
Use when constructing or auditing accounting measures for 《会计研究》 (Accounting Research) — discretionary accruals (modified Jones), real earnings management (Roychowdhury),…
Use when targeting Journal of Labor Economics (JOLE) or deciding whether a labor-economics manuscript fits this venue.
Use when targeting Journal of International Economics (JIE) or deciding whether an international trade or international macro/finance manuscript fits this venue.
Use when deciding which eer-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a European Economic Review (EER) submission.
Use when deciding which ecj-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a The Economic Journal (EJ) submission.
Use when targeting 《经济研究》(Economic Research Journal) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or systematic review).
Use when planning around the Journal of Business & Economic Statistics (JBES) peer-review process — the multi-Co-Editor model, what method referees scrutinize, and the…
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells. — from brycewang-stanford/Auto-Empirical-Research-Skills
Use when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot…
Use when judging whether a research idea fits Administrative Science Quarterly (ASQ) and has the *surprising* theoretical insight ASQ demands.
Use when running the final pre-submission preflight for a Psychological Review manuscript — Editorial Manager portal, APA format and length, abstract, masking, references, ethics,…
Use when targeting AAAI/ACM Conference on AI, Ethics, and Society (AIES) or deciding whether a computer-science manuscript fits this venue.
Use when designing the study behind a Global Change Biology (GCB) manuscript — manipulative experiments, observational/gradient studies, or process modelling of biological…
Use as the entry point for any International Organization (IO) manuscript. Routes to the right IO sub-skill based on where you are in the lifecycle and which article type…
Use when preparing replication / transparency materials for a World Politics manuscript. World Politics requires authors who rely on quantitative data to deposit replication…
Use when executing and reporting the analysis for an American Political Science Review (APSR) manuscript so it survives expert, double-anonymous review — honest uncertainty,…
Use to understand how Communication Research (CR) evaluates a manuscript — double-anonymized review, editorial screening for quantitative/theory fit, external review, and the…
Use when deciding whether a manuscript fits ICML, choosing the main research track versus the ICML Position Papers track or another venue (NeurIPS, ICLR, AISTATS, UAI, COLT,…
Use when deciding whether a software-engineering project belongs at IEEE ICSME (maintenance, evolution, reverse engineering, program comprehension, technical debt, refactoring,…
Use when targeting Journal of Business and Economic Statistics (JBES) or deciding whether a manuscript at the statistics/econometrics interface fits this venue.
Use when judging whether a manuscript is on-target for 《中国社会科学》 (Social Sciences in China) before investing in revision — screening for 思想分量 over technical sophistication,…
Use when positioning an American Anthropologist (AA) manuscript against the literature so it reads as a four-field contribution.
Use when finalizing a USENIX Security Symposium submission — the per-cycle HotCRP site, the registration deadline a week before the paper deadline, the 13-page body plus mandatory…
Use when drafting a CAV (Computer Aided Verification) author response (rebuttal) for a paper that has passed the two-stage review's first filter, covering how to answer…
Use when targeting International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) or deciding whether a computer-science manuscript fits this…
Use when auditing an IEEE ICSME research-track submission for EasyChair readiness, covering the abstract-then-paper two-step deadline, the IEEEtran two-column 10+2 page budget,…
Use when running the final pre-submission preflight for an IMF Economic Review (IMFER) manuscript via Editorial Manager — double-blind anonymization, italicized abstract with JEL…
Use when the causal-identification or measurement strategy is the bottleneck for a The Review of Economics and Statistics (REStat) manuscript — a DID / RD / IV / shift-share…
Use when targeting Games and Economic Behavior (GEB) or deciding whether a game-theory manuscript or its application fits this venue.
Use when planning an IROS project timeline from venue fit through the spring paper deadline, the separate video deadline, the summer review silence, the June notification, the…
Use when running the final pre-submission preflight for a The Accounting Review (TAR) manuscript — the Editorial Manager portal, double-blind anonymization, AI disclosure…
Use to judge whether a manuscript is on-target for 《经济学(季刊)》 (China Economic Quarterly, CEQ) before investing in revision — CEQ is the strictest Chinese econ journal on…
Use when modeling how ECCV review actually works — the OpenReview pipeline from March registration to June decisions, the 2026 reviewer-duty enforcement that desk-rejects authors…
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)…
Use when deciding whether language-model research belongs at COLM or should route to ACL/EMNLP, ICLR, NeurIPS, ICML, or a workshop — applying the object-of-study test, matching…
Use when calibrating expectations for the Entrepreneurship Theory and Practice (ETP) review cycle — desk-reject odds, the developmental double-anonymized review, R&R norms, and…
在《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件被录用后、进入定稿与校样阶段时调用。覆盖从双盲版恢复作者与单位署名、补全基金项目号与作者简介、通信作者与联系方式、中英文题名摘要关键词与中图分类号终校、GB/T 7714…
Use when responding to a Perspectives on Psychological Science (PoPS) editor and reviewer decision letter — coverage gaps, balance/fairness complaints, framework/argument asks,…
Use when writing the SIGGRAPH / SIGGRAPH Asia Technical Papers rebuttal, the single 1000-word text-only author response uploaded during the rebuttal window to correct factual…