Use when deciding whether a sociology project fits the American Sociological Review (ASR) and whether to write a full Article or a Comment/Reply.
Use to build The Lancet's signature Research in context panel — the three mandatory headed parts (Evidence before this study, Added value of this study, Implications of all the…
Use when building tables and figures for a Field Crops Research (FCR) manuscript so exhibits are self-contained, quantitatively complete, and agronomically informative — yield and…
16 full-text access skills. Trigger: accessing paper PDFs, bulk downloading, open access, text mining.
Use when working on Journal of Financial Intermediation (JFI) manuscripts to test whether the paper is centrally about banking and financial intermediation — whether an…
Use when targeting Functional Ecology (Funct Ecol) or deciding whether a mechanistic study linking organism function to ecology fits this venue.
Use when auditing a NeurIPS main-track submission for current-cycle CFP, OpenReview, formatting, anonymity, track, contribution-type, checklist, code/data, dual-submission, and…
Use when starting or navigating any Psychological Science manuscript and you are unsure which sub-skill applies.
Use when targeting The Lancet Respiratory Medicine or deciding whether a respiratory or critical-care study fits this venue.
在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI)…
Use when an editor/reviewer decision letter arrives on a Review of Educational Research (RER) review or meta-analysis and you must plan the revision and response.
Use when targeting Nature Genetics or deciding whether a genetics/genomics manuscript fits this venue.
Use when targeting International Conference on Principles of Knowledge Representation and Reasoning (KR) or deciding whether a computer-science manuscript fits this venue.
10 computer science skills. Trigger: algorithms, systems research, software engineering, security papers.
Use when targeting Human Resource Management (HRM, Wiley) or deciding whether a strategic HRM / employment-relationship manuscript fits this venue.
Use when drafting or polishing an International Organization (IO) manuscript so it reads for international-relations scholars across paradigms, fits the word caps (Research…
Use when revising a UAI manuscript for probabilistic-inference readers, enforcing precise notation for distributions, graphs, and interventions, explicit assumption and…
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 preparing the reporting completeness and research-data materials for a Field Crops Research (FCR) manuscript.
Use when responding to an Academy of Management Annals (Annals) proposal decision or full-review referee letter — framework/attitude asks, coverage gaps, balance complaints, and…
Use when building tables and figures for a Social Psychology Quarterly (SPQ) manuscript so exhibits are self-contained, accessible, and formatted to the ASA Style Guide.
Use when explaining or planning around IJCAI or IJCAI-ECAI two-phase review, summary rejection, PC/SPC/AC/SAC roles, author response visibility, reviewer confidentiality,…
Use when preparing an accepted IEEE ICSME paper for its IEEE Xplore camera-ready, covering de-anonymization, the IEEEtran two-column format and page budget, the IEEE eCopyright…
Use when positioning a Journal of Communication (JoC) manuscript against the literature so it reads as a field-wide contribution.
Use when positioning a Journal of Monetary Economics (JME) manuscript against the monetary-economics and macroeconomics frontier — staking the contribution against…
Use when deciding what belongs in a CAV (Computer Aided Verification) paper body versus its optional appendix and artifact, covering the LNCS page limits, the rule that reviewers…
Use when meeting open-science and reproducibility obligations for a Perspectives on Psychological Science (PoPS) piece — repository deposit for any original data, a documented and…
Use when positioning a Sociological Methods & Research (SMR) manuscript against the methods literature across sociology, statistics, econometrics, psychometrics, and computational…
Use when auditing an ECAI submission for readiness — the abstract-then-full-paper two-deadline flow, the tight 7-page body budget, double-blind anonymity, the correct…
Use when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or…
Use when targeting Harvard Theological Review or deciding whether a religious-studies manuscript fits this venue.
Use when assembling the data and code replication package for a Quarterly Journal of Economics (QJE) manuscript — required for accepted empirical papers under QJE's…
Use when designing or auditing EDBT empirical evaluations for database-systems work, covering real workloads and datasets, fair and tuned baselines, honest measurement across…
Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research guide.
在为《计算机科学》(Computer Science, JSJKX) 提升实验可复现性与可重复性时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2 级)，单盲审稿，未见独立 artifact…
Use when deciding which jfe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Financial Economics (JFE)…
Use when preparing Journal of Banking & Finance (JBF) tables and figures — descriptive statistics, regression tables, event-study plots, mechanism and heterogeneity exhibits,…
Use when running the final pre-submission preflight for a Journal of Money, Credit and Banking (JMCB) manuscript via Editorial Express — the page limit, the submission fee, the…
Use when converting an accepted ACM CoNEXT paper's package into optional ACM reproducibility badges via the CoNEXT reproducibility committee — from the badge opt-in due before…
Use when revising the prose of a The Review of Economics and Statistics (REStat) manuscript — especially the abstract and introduction — so the applied question and the estimate…
Use when writing the two front-matter artifacts Science (AAAS) demands — the one-sentence summary for the table of contents and the ≤125-word single-paragraph abstract — both…
Use when turning results into an explicit theoretical contribution for an Academy of Management Journal (AMJ) manuscript — the "what new theory do we learn?" statement and the…
Use when building the theoretical engine of a MIS Quarterly manuscript — a behavioral mechanism and hypotheses, a design theory and testable design propositions for a…
Use when hardening the assumptions, results, and proof architecture of a Journal of Economic Theory (JET) paper — the theory analogue of an identification strategy.
Use when the prose — abstract, introduction, and the policy framing — is the bottleneck for a Journal of Money, Credit and Banking (JMCB) manuscript.
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 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 designing the PRISMA flow diagram, forest/funnel plots, and coding/evidence tables for a Review of Educational Research (RER) review or meta-analysis.
在为《计算机科学》(Computer Science, JSJKX) 组织正文与附录/补充材料/多媒体附件的取舍时调用。本刊是计算机全学科中文综合月刊(CCF 会刊、B 类、T2 级)。技能帮助按"决定性"划分正文与附录：核心 RQ…
Use when articulating what is new in a Journal of Labor Economics (JOLE) manuscript for a general labor-economics audience — the marginal contribution, the labor lesson, and why a…
Use when packaging a MobiSys artifact for the Artifact Evaluation Committee — choosing among the three independent ACM badges (Available, Evaluated–Functional, Results…
Use when running and reporting the computational study for an Operations Research (OR) manuscript — benchmark instances, baselines, reproducible experiments, statistical care for…
Use when building the theoretical argument of an International Organization (IO) manuscript into a generalizable theory of international politics — whether rationalist/formal…
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 building the conceptual/theoretical argument of an American Anthropologist (AA) manuscript into a four-field contribution — whether the work is ethnographic,…
Use when polishing the language and rhetoric of an 《经济研究》 manuscript — eliminating empty-significance phrases, fixing vague policy talk, replacing method-flexing with mechanism,…
Use when deciding whether a responsible-AI project belongs at ACM FAccT or should route to a pure-ML venue (NeurIPS/ICML/ICLR), an HCI venue (CHI/CSCW), a law/policy venue, or an…
Use when deciding which aeja-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an American Economic Journal: Applied…
Use when writing the response to a Population and Development Review (PDR, Wiley / Population Council) revise-and-resubmit.
Use when targeting Nature Machine Intelligence (Nat Mach Intell) or deciding whether an AI, ML, or robotics manuscript fits this venue.