Use as the entry point for any Social Forces (SF) manuscript. Routes to the right SF sub-skill based on where you are in the lifecycle, keeping the paper aimed at a general…
Use when running the final pre-submission preflight for Public Opinion Quarterly (POQ) via ScholarOne Manuscripts — submission-type selection, double-blind preparation, word caps,…
Use when targeting Nature Reviews Physics (Nat Rev Phys) or deciding whether a review proposal across any area of physics fits this commissioned, authoritative review venue that…
Use when writing the response to a Social Forces (SF) revise-and-resubmit. SF reviewers prize methodological rigor and general significance, and most published papers go through…
Use when targeting Geophysical Research Letters (GRL) or deciding whether an Earth or space science manuscript fits this high-impact short-format venue.
Use when revising a Journal of Financial Intermediation (JFI) manuscript for the journal's house conventions — numbered sections, author–date Elsevier referencing, a concise…
Use when deciding whether a literary or language-studies project fits PMLA (Publications of the Modern Language Association) and which venue to target.
R-based econometric analysis for academic research. Use when writing R code for panel data, difference-in-differences, instrumental variables, spatial econometrics, or regression…
Use when drafting the response to a Journal of Financial Economics (JFE) revise-and-resubmit — the response letter, point-by-point replies, and the revision-tracking that JFE's…
Use when positioning an American Journal of Political Science (AJPS) manuscript against the literature.
Use when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA…
Use when articulating and differentiating the theoretical contribution of an Academy of Management Review (AMR) manuscript — showing precisely what is NEW versus prior theory and…
Use when building the conceptual or analytical framework for a Global Environmental Change (GEC) manuscript.
Use when targeting ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI) or deciding whether a computer-science manuscript fits this venue.
Use when the mechanism section of a 《金融研究》 (Journal of Financial Research) manuscript stops at "promotes / inhibits" — to pin the effect to a concrete financial channel (credit /…
Use when polishing prose, abstract, and introduction for a Games and Economic Behavior (GEB) manuscript so the model and result land for a general game-theory reader.
Use when writing the cover letter for a Physical Review Letters submission, which must justify to APS editors why the work meets PRL's importance-and-broad-interest criteria.
Use after PNAS 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 stress-testing causal identification for a Journal of Human Resources empirical-micro manuscript, including RCT, DID, RDD, IV, event studies, decompositions, policy…
Use when building the exhibits of a Contemporary Accounting Research (CAR) manuscript — descriptive/correlation/results tables for archival work, experimental cell-means and ANOVA…
Use when responding to reviewer reports for a 《中国行政管理》 revision. Produces the point-by-point response letter and aligned manuscript edits, with special attention to theory-frame…
Use when targeting 《证券市场导报》(Securities Market Herald) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use when targeting ACM Conference on Security and Privacy in Wireless and Mobile Networks (WiSec) or deciding whether a computer-science manuscript fits this venue.
Use when positioning a Review of Economic Dynamics (RED) manuscript within the dynamic-economics and SED literature — mapping the quantitative-macro lineage a paper builds on,…
Use when targeting Journal of High Energy Physics (JHEP) or deciding whether a high-energy physics manuscript fits this author-formatted, open-access SISSA/Springer venue.
Use when turning results into an explicit contribution to IS for an Information Systems Research (ISR) manuscript and when drafting the mandatory ~500-word cover-letter…
Use to convert references to NEJM's Vancouver / ICMJE numbered style — numbered in order of appearance, limited author lists then et al., NLM journal abbreviations, and a capped…
Use to understand and plan around The RAND Journal of Economics (RJE) review pipeline — the upfront editor screen (possible desk reject), peer review by two anonymous referees,…
Use when building the exhibits for a Manufacturing & Service Operations Management (M&SOM) manuscript — numerical-study tables, policy and sensitivity plots for analytical work,…
Use when the heterogeneity analysis of a 《金融研究》 (Journal of Financial Research) manuscript is too coarse or atheoretical — to cut along finance-relevant dimensions (ownership,…
Use when targeting Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) or deciding whether a computer-science manuscript fits…
Use to frame the contribution of a manuscript for The RAND Journal of Economics (RJE) so the industrial-organization advance is legible to the screening Editor and two referees…
Use when responding to an American Historical Review (AHR) decision — a revise-and-resubmit or rejection.
Use when deciding whether a project fits Public Opinion Quarterly (POQ) and which submission type to target.
Build systematic literature databases for sociology research using OpenAlex API. Guides you through search, screening, snowballing, annotation, and synthesis with structu — from…
Use when handling data documentation, sharing, and confidentiality for an American Sociological Review (ASR) manuscript.
Use to understand how Criminology (ASC / Wiley) evaluates a manuscript — blinded/anonymized peer review, editorial screening, the typical reject / major-revision / minor-revision…
Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy evaluation and treatment effects
Use when testing whether a marketing question is a fit for the Journal of Marketing Research (JMR) — a methods-/modeling-forward AMA flagship — rather than the managerial Journal…
Use when targeting Journal of Finance (JF) or deciding whether a finance manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when shaping prose, length, and formatting for a The Journal of Politics (JOP) manuscript. JOP counts pages, not words — Research Article <= 35 and Short Article <= 10,…
Use when targeting 《经济管理》(Business Management Journal — 中国社会科学院工业经济研究所主办的工商管理学术月刊, 不收费) or deciding whether a Chinese management manuscript fits this venue.
Use when planning revisions and drafting the point-by-point response letter after a Journal of International Business Studies (JIBS) revise-and-resubmit — prioritizing by the area…
Core methods for empirical social science research including surveys and expe...
Use when running the final pre-submission preflight for the Journal of Public Economics (JPubE) via Editorial Manager — the US$165 submission fee (US$82.50 student / waived on…
Use when deciding whether a project fits the Journal of Business & Economic Statistics (JBES) — the methods-with-empirics fit test.
Use when the analytical core of a Games and Economic Behavior (GEB) manuscript is the bottleneck — assumptions, theorem statements, proof exposition, and generality for a…
Use when targeting Journal of Urban Economics (JUE) or deciding whether an urban-, regional-, or spatial-economics manuscript fits this venue.
Translates LaTeX documents (.tex) to Typst (.typ), focusing on article-class documents. Use when asked to convert, port, migrate, or translate LaTeX to Typst.
Use when targeting Diabetes Care (ADA) or deciding whether a diabetes/endocrinology manuscript fits this venue.
Use when targeting Trends in Ecology & Evolution (TREE) or deciding whether a forward-looking ecology/evolution synthesis fits this invited review-and-opinion venue.
Use when building the tables and figures for a Journal of Marketing (JM) manuscript — exact-statistic result tables, interaction/mechanism plots, and managerial-takeaway exhibits…
Use first, before any writing, to stress-test whether a study clears The Lancet's bar — clinically or public-health important, globally relevant, and likely to change practice or…
Use when deciding which rof-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Review of Finance (RoF) submission.
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 targeting Journal of Law, Economics, and Organization (JLEO) or deciding whether a manuscript at the intersection of law, economics, and organization fits this venue.
Use when locking the study design and internal-validity safeguards for a JAMA clinical manuscript (RCT, cohort, diagnostic, or systematic review).
Use when targeting Gastroenterology (AGA) or deciding whether a GI/hepatology manuscript fits this venue.
Use when deciding which orgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Organization Science manuscript.
Use when targeting 《管理工程学报》(Journal of Industrial Engineering and Engineering Management — 浙江大学主办、教育部主管的管理工程类双月刊, 1987 年创刊, 国内唯一对口管理工程学科的学术刊) or deciding whether a Chinese…