Use when deciding whether a question is a method-defined fit for an Experimental Economics (ExpEcon) manuscript and which treatment contrast to build it around.
Use when preparing an accepted ACM SoCC paper for its camera-ready, covering de-anonymization, the acmart/sigconf final format and ACM metadata (DOI, ORCID, CCS concepts),…
Use when targeting 《商业经济与管理》(Journal of Business Economics — 浙江工商大学主办的"商"字特色学术月刊, 1981 创刊, 双向匿名审稿, 不收费) or deciding whether a Chinese business/management manuscript fits this…
Use when targeting Journal of Management Studies (JMS) or deciding whether a theory-driven, methodologically pluralistic management manuscript fits this venue.
Use when drafting or compressing prose for an Earth and Planetary Science Letters (EPSL) manuscript. The letters format demands a main text near the 6,500-word cap, a…
Use after Science reviews arrive to triage the decision, prioritize experiments, and draft a point-by-point response that is respectful, evidence-led, and honest about limits.
Use when deciding which jpube-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Public Economics (JPubE)…
Use when deciding whether a molecular / translational oncology study belongs in Cancer Cell (Cell Press) before investing in full submission.
Use when building tables and figures for a Criminology (ASC / Wiley) manuscript so exhibits are self-contained, accessible, and communicate crime patterns clearly — age-crime…
Use when targeting the American Journal of Respiratory and Critical Care Medicine or deciding whether a respiratory, critical-care, or sleep study fits this venue.
Use when deciding whether a project belongs at WSDM or a neighbor - tests for the web/social-data core and the practical-yet-principled bar, scope coverage from web search and…
Use when designing or auditing ICLR experiments, including baselines, ablations, scaling laws, robustness, statistics, benchmarks, human evaluation, and compute reporting.
Use when the computational exhibits — performance profiles, runtime-vs-size plots, and results tables — are dense, misleading, or do not answer the question for an INFORMS Journal…
Use when preparing or auditing a CoRL OpenReview submission — the corl_2026 LaTeX template, the 8-page main text with a mandatory Limitations section counted inside it, uncounted…
Use when auditing an IEEE PerCom research-track submission for HotCRP readiness, covering the mandatory paper-registration step, the IEEEtran 9+1 two-column page budget,…
Use when calibrating completeness vs. selectivity and ensuring fairness across schools, authors, and controversies in a Journal of Economic Literature (JEL) survey — including not…
Use when executing or auditing the quantitative core of a Quantitative Economics (QE) manuscript — estimation (structural/GMM/MSM or causal), moment construction, data cleaning,…
Use when deciding whether a sociology project fits the European Sociological Review (ESR) and whether to write a full Article, a Comment/Reply, or a Data Brief.
Use when choosing and defending the research design for a Journal of the Association for Information Systems (JAIS) manuscript — a behavioral survey/experiment, an economics-of-IS…
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 sharpening the policy contribution of a Journal of Public Policy & Marketing (JPP&M) manuscript — the 300-word Policy Contribution Statement, regulator-actionable…
College Scorecard — post-enrollment outcomes linking aid records to IRS/Treasury earnings. Earnings, loan repayment, debt via six Portal sub-datasets.
Use when targeting EuroVis (EuroVis) or deciding whether a computer-science manuscript fits this venue.
Use when positioning a Global Change Biology (GCB) manuscript in the literature so it reads as a global-change advance, not a local report.
Use when drafting the response to an INFORMS Journal on Computing (IJOC) decision letter — turning referee objections (especially about experiments and reproducibility) into a…
Use when a Journal of Money, Credit and Banking (JMCB) result may be specification-, sample-, or inference-sensitive and you need to plan checks that each kill a specific threat.
Use when a 《中国农村经济》 manuscript is at the topic-selection stage and the 三农 scope fit, theoretical grounding, marginal-contribution sentences, or venue match are unsettled.
Use when building and running the empirical analysis for a Journal of Corporate Finance (JCF) paper — assembling WRDS-era firm panels (Compustat/CRSP/SDC/DealScan), constructing…
Use when imposing an analytical structure or taxonomy on a psychology literature for an Annual Review of Psychology (ARPsych) review — the "spine" that turns a reading list into…
Use when converting an accepted UAI paper into its PMLR proceedings version, covering de-anonymization, final formatting against the UAI template, metadata for the PMLR volume,…
Use when explaining or planning around ACM CCS peer review, the two-cycle HotCRP workflow, decision categories including minor revision, the rebuttal window, the adversarial…
Use when polishing prose for a Journal of Marketing Research (JMR) manuscript — a third-person 200-word abstract, AMA author-year citations, the exact-statistics number…
Use when auditing an EDBT research-track submission for Microsoft CMT readiness, covering the cycle choice, the paper shape (Regular / Experiments-&-Analysis / Vision), the…
Use when positioning a Journal of Applied Psychology (JAP) manuscript against the I-O literature so the theoretical contribution is unmistakable.
Use when targeting The Journal of Philosophy or deciding whether an analytic philosophy manuscript fits this venue.
Use when revising a PLDI draft for the venue's voice — design insight before tool name, mechanisms instead of adjectives, a running example that carries the semantics, honest…
Use when deciding what belongs in appendices versus the main text of a pure-mathematics manuscript for Annals of Mathematics — technical/auxiliary results, long computations, and…
Use when deciding what goes in the first 10 read-guaranteed pages of an ACM PODC submission versus the full version / appendix, and when choosing between a regular paper and a…
Use when building the psychological theory and hypotheses for a Journal of Consumer Psychology (JCP) manuscript — naming the mechanism (mediator), deriving theory-predicted…
Use when executing and reporting the analysis for a Manufacturing & Service Operations Management (M&SOM) manuscript — proving structural results and running numerical studies for…
Use when targeting ACS Catalysis (ACS Catal) or deciding whether a catalysis manuscript fits this primary-research venue spanning heterogeneous, homogeneous, bio-, electro-, and…
Use when positioning the contribution of an American Economic Review: Insights (AER: Insights) short-format manuscript against the closest published work in one or two tight…
Use as the entry point for any American Journal of Political Science (AJPS) manuscript. Routes to the right AJPS sub-skill based on lifecycle stage and which submission type…
Use when reasoning about how an EDBT research submission is evaluated, covering Microsoft CMT reviewing, the author-feedback phase, the accept / revise / reject decision, the…
Use when starting or navigating any Current Anthropology (CA) manuscript as the entry point. Routes to the right CA sub-skill based on lifecycle stage, subfield (sociocultural,…
Use to understand why ICALP (EATCS) has no artifact-evaluation track or badge scheme, and what plays the equivalent role for a pure-theory paper — the full version with complete…
Use when positioning a Journal of Policy Analysis and Management (JPAM) manuscript against prior work — the policy-evaluation evidence base, the relevant economics /…
Use when the empirical identification strategy is the bottleneck for a The Economic Journal (EJ) manuscript — quasi-experimental designs (DID, IV, RDD, event study) or structural…
Use when results exist but the "so what for accounting" is thin for a Review of Accounting Studies (RAST) manuscript — turning estimates or propositions into one sharp, defensible…
Use when positioning a Management Science (INFORMS) manuscript in its literature — joining the right Department's conversation, citing canonical analytical and empirical work in…
Use when drafting or strengthening the policy-implications section of a Journal-of-Finance-and-Economics manuscript.
Use when targeting The Lancet or deciding whether a clinical medicine or global-health manuscript fits this venue.
Use when choosing and defending the research design for a Journal of Management Information Systems (JMIS) manuscript — IT-value/platform econometrics, a behavioral survey or…
Use when targeting European Conference on Computer Vision (ECCV) or deciding whether a computer-science manuscript fits this venue.
Use when converting an OSDI acceptance into the published paper — the June final-paper deadline, expansion to 14 pages plus appendices, the two-page Artifact Appendix,…
Use when executing and reporting the analysis for a World Politics manuscript so it survives expert triple-blind review and the Dataverse replication requirement — honest…
Use when targeting European Heart Journal (EHJ) or deciding whether a cardiovascular manuscript fits this venue.
APSA style checker for Quarto (.qmd) files. Checks numbers, capitalization, abbreviations, italics, in-text citations, titles of works, neutral and unbiased language, and…
Use when deciding whether a project fits CIKM, the tri-community ACM venue spanning information retrieval, data mining, and knowledge management/databases, when weighing CIKM…
Use when auditing an IEEE S&P (Oakland) submission for HotCRP readiness, including the registration freeze with ORCID matching, the 13-page/18-page compsoc format, anonymization,…