Cross-checks citation keys in index.qmd against references.bib, reporting missing, orphaned, and duplicate entries. Use when verifying citations.
Use when assembling the data and code deposit for an accepted Journal of Labor Economics (JOLE) paper — the JOLE Dataverse Repository, the AER data-availability policy (adopted…
Use when targeting Science (AAAS) or deciding whether a multidisciplinary manuscript fits this venue.
NACUBO endowment data (~650 institutions, 2012-2022). Portal: 7 columns only (total endowment, per-FTE, YoY change). Use for endowment size/trends.
Use when running and reporting the empirical-archival analysis for a Journal of Accounting Research (JAR) manuscript — standard-error clustering, endogeneity execution, construct…
Use when running the final pre-submission preflight for 《经济研究》 — anonymization, author rules, abstract & keywords, reference style, anti-plagiarism, supplementary files, and the…
Use when targeting Physics Reports (Phys Rep) or deciding whether a long, comprehensive invited review across any area of physics fits this Elsevier review journal (Physics…
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 targeting Network and Distributed System Security Symposium (NDSS) or deciding whether a computer-science manuscript fits this venue.
Use when stating the contribution of a Journal of Marketing (JM) manuscript — making the substantive insight explicit and discharging JM's dual mandate of managerial, policy, and…
Use when building the model or mechanism for a Production and Operations Management (POM) manuscript — formalizing assumptions, deriving equilibria/propositions for analytical…
Use to design tables and figures for a RAND Journal of Economics (RJE) industrial-organization manuscript — parameter, elasticity, markup, merger-simulation, and…
Use when targeting ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW) or deciding whether a computer-science manuscript fits this venue.
Use when targeting Acta Mathematica (Acta Math.) or deciding whether a pure-mathematics manuscript meets the bar of one of the most selective journals in the field.
Bayesian inference methods including prior selection, MCMC, and model comparison
Use when targeting MIS Quarterly (MISQ) or deciding whether an information-systems behavioral / design-science / economics-of-IS manuscript fits this venue.
Use when targeting Science Immunology (Sci Immunol) or deciding whether an immunology manuscript fits this AAAS specialist venue.
Use when building tables and figures for a Journal of Applied Econometrics (JAE) manuscript under the hard 35-page article limit — keeping core exhibits in the main text while…
Use when polishing prose, abstract, and introduction for a Quantitative Economics (QE) manuscript so a quantitative method and its economic payoff land for a general-interest…
Use to red-team an Econometrica manuscript before submission and to anticipate co-editor and referee objections — proof gaps, generality, missing finite-sample evidence, and…
Use as the entry point for any The Journal of Politics (JOP) manuscript. Routes to the right JOP sub-skill based on where you are in the lifecycle and whether a Research Article…
Use when positioning an Agricultural Systems (AgSy) manuscript against the literature so it reads as a systems contribution.
Use when rewriting a machine-learning paper for ICML-style claims, 8-page clarity, soundness/originality/significance framing, impact statement, lay-summary readiness, and…
Use when a 《世界经济》 (The Journal of World Economy) manuscript's heterogeneity is thin (e.g. only east/central/west) — slicing instead by internationally-meaningful margins: exposure…
Use when the identification strategy is the bottleneck for a 《世界经济》 (The Journal of World Economy) manuscript — external shocks (tariffs, trade agreements, exchange-rate reforms,…
Use to position a manuscript against the industrial-organization frontier for The RAND Journal of Economics (RJE) — staking the contribution against prior IO work without a…
Use when preparing Wiley data availability statements and reproducibility notes for a Mathematical Finance manuscript — covers the no-data case typical of this theory venue,…
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 war-gaming likely referee objections for a Quarterly Journal of Economics (QJE) manuscript before submitting, to close gaps pre-emptively given QJE's ~2-week desk screen…
Use when targeting Management Science (MS) or deciding whether an operations / finance / information-systems / marketing / decision-analysis / behavioral / strategy manuscript…
Use when converting a reference list to Science (AAAS) numbered style — italic numbers cited in order of appearance, a single continuous list that the Supplementary Materials…
Use when writing the response to a Social Psychology Quarterly (SPQ) revise-and-resubmit. SPQ reviewers come from different sociological-social-psychology traditions and may pull…
Use when deciding which jole-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Labor Economics (JOLE)…
Use when choosing between an Article and a Communication and meeting ACS format norms for a Journal of the American Chemical Society (JACS) manuscript.
Use when targeting Physical Review E (PRE) or deciding whether a statistical, nonlinear, soft-matter, or complex-systems physics manuscript fits this APS archival venue.
Use when drafting or polishing an Agricultural Systems (AgSy) manuscript so it reads clearly for a systems-science audience, follows the journal's format, and meets front-matter…
Use to write the policy-implication section of a 《金融研究》 (Journal of Financial Research) manuscript — addressing the monetary authority, financial regulators, or financial…
Use when designing the research method for a Strategic Management Journal (SMJ) manuscript — sample, unit of analysis, measures, and the identification strategy.
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 building figures, tables, and the mandatory graphical abstract for a Global Change Biology (GCB) manuscript.
Use when targeting Science Signaling (Sci. Signal.) or deciding whether a cell-signaling, systems-biology, or signaling-pharmacology manuscript fits this AAAS venue.
Use when the identification strategy for a 《中国工业经济》 (China Industrial Economics) manuscript is multi-period / staggered DID or an event study.
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 targeting Circulation (AHA) or deciding whether a cardiovascular manuscript fits this venue.
Use when handling data documentation, sharing, and confidentiality for an American Journal of Sociology (AJS) manuscript.
Use when running the final pre-submission preflight for 《中国行政管理》 — format, anonymity, references, anti-plagiarism, author info, ethics for human-subject / qualitative data, and…
R-to-Python translation for data analysis. Maps R packages (tidyverse, ggplot2, fixest, survey, sf, plm) to Python equivalents (polars, plotnine, pyfixest, svy, geopandas).
Use when targeting The ISME Journal (ISME J) or deciding whether a microbial-ecology manuscript fits this flagship community-and-function venue.
Use when designing or auditing the figures and tables of a JAMA manuscript, including the required flow diagram, baseline table, and main-result exhibits.
Use when targeting USENIX Security Symposium (USENIX Security) or deciding whether a computer-science manuscript fits this venue.
Use when you need to understand how Contemporary Accounting Research (CAR) evaluates a manuscript — the double-anonymous, two-reviewer process, the role of the subject Editor and…
Use when planning an IJCAI or IJCAI-ECAI project timeline from venue fit through abstract registration, full-paper upload, author information, PPI payment, summary-reject risk,…
Redistricting analysis in R using the redistverse ecosystem. Use whenever the user is working with redist, redistmetrics, ggredist, geomander, adj, alarmdata, PL94171, censable,…
Use when deciding which Chinese social-science/economics/management journal skill to invoke next, comparing fit across the 100-journal Chinese roadmap plus 中国社会科学 and 社会学研究, or…
Use when designing Review of Finance tables and figures under the 60-page total cap, including empirical-finance exhibits, theory figures, robustness tables, data-description…
Use when turning results into an explicit contribution for a Contemporary Accounting Research (CAR) manuscript — articulating what the paper adds to accounting knowledge and to…
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 executing or auditing the quantitative core of a Quantitative Economics (QE) manuscript — estimation (structural/GMM/MSM or causal), moment construction, data cleaning,…
Use when targeting ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) or deciding whether a computer-science manuscript fits this venue.
Use when building tables and figures for an American Political Science Review (APSR) manuscript so exhibits are self-contained, accessible, and count toward the word budget…