Use when sharpening the theoretical contribution and the "so what" for a Human Relations (HR) manuscript once results exist.
Use when targeting Asian Conference on Machine Learning (ACML) or deciding whether a computer-science manuscript fits this venue.
Use when packaging IEEE INFOCOM code, simulators, and datasets for credibility and optional IEEE reproducibility badges, given that INFOCOM runs no standing artifact-evaluation…
Use to judge whether a manuscript fits 《中国工业经济》 (China Industrial Economics) before drafting, and to re-route if it is theory-heavy (→经济研究 / 经济学季刊), management/case/survey…
Use when the heterogeneity analysis of a 《中国工业经济》 (China Industrial Economics) manuscript is thin — only one crude cut (e.g. east/central/west).
Use when the causal identification strategy is the bottleneck for a Journal of Development Economics (JDE) manuscript — RCT/field experiment, DID, IV, RDD in low- and…
Use when designing tables and figures for a The Journal of Politics (JOP) manuscript. JOP counts pages (not words) and includes tables and figures in the page limit, so exhibits…
Use when calibrating expectations for the Journal of Management Information Systems (JMIS) editorial process — the EIC-led, email-intake, double-anonymized review by Associate…
Use when targeting History of Religions or deciding whether a comparative-historical religious-studies manuscript fits this venue.
Use when staking a Journal of International Money and Finance (JIMF) manuscript's contribution against the international-finance frontier and its sibling journals.
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 Classical and Quantum Gravity (CQG) or deciding whether a gravitation, general relativity, cosmology, quantum gravity, or gravitational-wave manuscript fits…
Use when deciding what belongs in an ACM PODS paper body versus its at-submission appendix, covering the acmsmall 15-page budget, the rule that PODS forbids online/external…
Use when turning a screened, coded corpus into an analytic spine that advances theory or policy for a Review of Educational Research (RER) manuscript.
Use when a European Economic Review (EER) manuscript needs a theoretical model built or tightened — a pure-theory result, a quantitative/structural macro model, or a conceptual…
Use when you need to understand how Games and Economic Behavior (GEB) actually evaluates a paper — the Editor-in-Charge model, anonymous Advisory Editors and referees, desk-reject…
Use when drafting ESEC/FSE author responses, covering the initial-review rebuttal and — distinctively — the journal-style Major Revision response letter that must stay…
Use when deciding which jbv-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Business Venturing (JBV)…
Use when you need to understand how Public Administration Review (PAR) evaluates a manuscript — double-blind review, desk screening for fit/scope/practice-relevance, the reject /…
Use when deciding which computer-science or AI conference skill to invoke next, comparing fit across the 155-conference CS roadmap, or routing an AI/ML/CS manuscript before…
Use when the economic mechanism, analytical model, or testable predictions are the bottleneck for a Review of Accounting Studies (RAST) manuscript — articulating the friction…
Use when deciding whether a project is PLDI-shaped — implementation insight with benchmark-grade evidence — or better routed inside the PACMPL family to POPL, OOPSLA, or ICFP, or…
Use when the methodological core of a Journal of Business & Economic Statistics (JBES) paper is the bottleneck — assumptions, regularity conditions, asymptotic theory, and Monte…
在为一份计算机学科中文稿件判断是否投《计算机研究与发展》(Journal of Computer Research and Development, JCRD)、以及投常规栏目还是对口专题时调用。覆盖本刊征稿范围与稿件类型匹配、专题(special…
Use when deciding what belongs in the Internet Appendix vs. the main text of a The Journal of Finance (JF) manuscript.
Use as the entry point for any Social Psychology Quarterly (SPQ) manuscript. Routes to the right SPQ sub-skill based on where you are in the lifecycle and which…
在需要理解《计算机科学》(Computer Science, JSJKX) 审稿流程与各环节作者杠杆时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2…
Use when preparing an accepted IPSN-lineage paper for camera-ready, covering de-anonymization, the ACM Primary Article Template and the dual ACM/IEEE metadata (CCS concepts,…
Use when running the final pre-submission preflight for a Journal of Health Economics (JHE) manuscript via Elsevier Editorial Manager — single-anonymized review, keywords,…
当你在为《自动化学报》(Acta Automatica Sinica, AAS) 规划一次完整投稿的时间线、把 12 个技能编排成从选题到见刊的流水线时调用。给出选题定位→写作→实验→匿名投稿→双盲三审→多轮退修→录用定稿的阶段划分、每阶段的准入准出、里程碑与常见延误点，帮助作者在 Acta Automatica Sinica…
Use when deciding whether a project is a genuine ACM MM (ACM Multimedia) contribution rather than single-modality work, choosing a thematic area, and routing between ACM MM,…
Use to extract concepts or mechanisms from empirical materials for 《社会学研究》 (Sociological Studies) — naming a phenomenon, defining it, bounding it, and moving back and forth…
Use when drafting ACM CoNEXT author responses, covering the initial-review rebuttal and — distinctively — the one-shot "major" revision response letter that must stay…
Use when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling approach (optimization, stochastic, game/economic…
Use when preparing the replication/transparency materials for an International Organization (IO) manuscript.
Use when targeting Nature Communications (Nat Commun) or deciding whether a multidisciplinary open-access manuscript fits this venue.
Use when an Advanced Materials result is sound but its central advance and significance are not yet sharp, or when a Communication's opening paragraph must double as its abstract.
Use when drafting or revising a FOCS (IEEE Symposium on Foundations of Computer Science) paper — making the first ten pages carry the whole case to a broad theory committee,…
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 judging whether a psychology topic is mature, important, and synthesis-ready enough to warrant an Annual Review of Psychology (ARPsych) review.
Use when deciding which jmr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Marketing Research (JMR)…
Use when targeting ACS Central Science (ACS Cent. Sci.) or deciding whether a chemistry manuscript fits this open-access, broad, high-impact venue for chemistry of central…
Use when judging whether a research idea fits the Journal of Policy Analysis and Management (JPAM) — a credibly evaluable policy or program question with a decision-relevant…
Use when making a UIST paper's results replicable — reporting implementation parameters and measurement protocols so a lab could rebuild the system, specifying hardware down to…
Use when targeting Transportation Research Part B (Methodological) or deciding whether a transportation manuscript fits this venue.
Use when building exhibits for a Current Anthropology (CA) manuscript — photographs, maps, site plans, artifact images, kinship diagrams, transcripts, and evidence tables — so…
Use when you need to understand how Psychological Science evaluates a manuscript — anonymized peer review, editorial weighting of robustness, transparency, and preregistration…
Use when designing the exhibits in a Journal of Economic Theory (JET) paper — mostly schematic theory figures (best-response/phase diagrams, lattices, timing trees, mechanism…
Use to build PNAS's Data Availability Statement and deposition plan — mandatory deposition of data in an approved repository at submission, accession numbers/DOIs, public +…
Use when preparing an EDBT database-systems artifact and reproducibility package, covering what evaluators check first for systems papers, a turnkey run path, pinned workloads and…
Use when designing or auditing the evaluation of a WSDM paper - offline ranking and recommendation metrics with bias controls, temporal-split protocols for interaction logs,…
Use when strengthening the reproducibility evidence of an ACM SIGCOMM paper — topology and testbed ledgers, traffic workload and trace provenance, configuration and version…
Use when formatting references and applying the MIND house style to a Mind article. Mind provides a MIND Stylesheet and requires accepted papers to be prepared in its house style;…
Use when running the final pre-submission preflight for an Administrative Science Quarterly (ASQ) manuscript — fit, anonymization, format, exhibits, references, and the…
Use when targeting Conference on Empirical Methods in Natural Language Processing (EMNLP) or deciding whether a computer-science manuscript fits this venue.
Use when deciding which jm-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Marketing (JM) manuscript.
Use when writing or revising an IEEE S&P (Oakland) paper's prose, including the threat-model-first structure, calibrating security claims to evaluated boundaries, the first-round…
Use when responding to a Revise & Resubmit decision from AER, AER:Insights, or an AEJ, and a point-by-point response letter plus aligned manuscript revisions are needed.
Use when designing or auditing the empirical program of a CIKM paper — matching evidence to the claim's lanes across retrieval, mining, and knowledge-management evaluation…
R-to-Python translation for data analysis. Maps R packages (tidyverse, ggplot2, fixest, survey, sf, plm) to Python equivalents (polars, plotnine, pyfixest, svy, geopandas).