Use when navigating the Operations Research (OR) editorial process — the departmental area-editor routing, the soft double-anonymous model with asymmetric transparency, decision…
Use when positioning a Journal of Marketing (JM) manuscript in the literature — joining a substantive marketing conversation and defending against the "new-context replication"…
Use to judge whether a manuscript's international / open-economy dimension genuinely holds up for 《世界经济》 (The Journal of World Economy), or whether it is really a domestic paper…
Use when deciding whether an agronomy or crop-science project fits Field Crops Research (FCR) and which article type to target.
Use when revising a Journal of the American Academy of Religion (JAAR) article after a revise-and-resubmit and writing the response to readers' reports.
Transfers prose edits from latex/index.tex (Overleaf) back into index.qmd. Use after pulling LaTeX edits from a collaborator.
Use when targeting ACM Conference on Intelligent User Interfaces (IUI) or deciding whether a computer-science manuscript fits this venue.
Use to judge whether a manuscript is on-target for 《经济学(季刊)》 (China Economic Quarterly, CEQ) before investing in revision — CEQ is the strictest Chinese econ journal on…
Use when targeting Human Relations or deciding whether an interdisciplinary social-science-of-work / organizations manuscript fits this venue.
Use when choosing and defending the method for a Management Science (INFORMS) manuscript — selecting an analytical modeling approach (optimization, stochastic, game/economic…
Use when building tables and figures for an American Journal of Political Science (AJPS) manuscript. AJPS counts table/figure headers and notes toward the word limit, and the…
Use when assessing whether a research question fits the Journal of Monetary Economics (JME) — monetary theory and policy, central banking, business cycles, growth, financial…
Use when building tables and figures for a Journal of Personality and Social Psychology (JPSP) manuscript in APA 7th edition style — embedded in the text, self-contained, and…
Use when drafting the revision and response letter after a The Accounting Review (TAR) revise-and-resubmit — structuring point-by-point responses to the editor and the (minimum…
Use when targeting Molecular Psychiatry (Mol Psychiatry) or deciding whether a biological psychiatry or translational neuroscience manuscript fits this venue.
Use when targeting Trends in Cognitive Sciences (TiCS) or deciding whether a cognitive science synthesis, opinion, or review fits this venue.
Use when targeting The Lancet Digital Health (Lancet Digit. Health) or deciding whether a digital-health, clinical-AI, or health-informatics manuscript fits this open-access…
Use when targeting 《电子政务》(E-Government — 中国科学院主管、中国科学院文献情报中心主办, 2004 年创刊) or deciding whether a Chinese digital-government/e-governance manuscript fits this journal.
Assesses a research paper outline (.qmd file) against structured criteria from Kosuke Imai''s empirical research 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 targeting ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) or deciding whether a computer-science manuscript fits this venue.
Use when executing and reporting the analysis for a Journal of Communication (JoC) manuscript so it survives expert, double-anonymous review — honest uncertainty, robustness,…
Use when targeting SIGDIAL Conference on Discourse and Dialogue (SIGDIAL) or deciding whether a computer-science manuscript fits this venue.
Use when executing and reporting the analysis for a Conservation Biology manuscript so it survives expert, double-blind review — appropriate ecological/statistical models, honest…
Use when targeting Financial Cryptography and Data Security (FC) or deciding whether a computer-science manuscript fits this venue.
Use when targeting PRX Quantum or deciding whether a quantum information science or quantum technology manuscript fits this APS open-access flagship venue.
Use when sequencing a The Econometrics Journal manuscript from venue fit through leading-case framing, asymptotic identification, Monte Carlo, empirical application, 20-page…
Router for a Mathematical Finance (Wiley) manuscript — decides which mathfin sub-skill to use next across the theorem-first lifecycle, from problem selection through Wiley…
Use when building or auditing the exhibits of a 《经济学(季刊)》 (China Economic Quarterly, CEQ) manuscript — favoring figures over tables (event-study plots, bin-scatter, model-fit /…
Use when running the final pre-submission preflight for Criminology (ASC / Wiley) via the Wiley Research Exchange portal — anonymized main document plus separate title page,…
Use as a late-stage polish when prose, contribution framing, or the abstract/introduction is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Use when positioning a Journal of Human Resources manuscript against applied microeconomics, labor, education, health, development, discrimination, retirement, and policy…
Use when targeting Machine Learning for Health (ML4H) or deciding whether a computer-science manuscript fits this venue.
Use when revising a The Econometrics Journal (EctJ) manuscript for compact RES/OUP style covering the 150-word summary, the roughly 20-page printed-paper discipline, theorem…
Use when the empirical identification strategy is the bottleneck for a Management-World manuscript — quasi-experimental designs (DID, IV, RDD, DML, event study) with Chinese…
Use when deciding which cpa-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《中国行政管理》 (Chinese Public Administration).
Use first, before any writing, to stress-test whether a study clears Cell's bar — a complete, mechanistic, hypothesis-driven story with converging evidence.
Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Use when the user asks to create a Stata plugin, write C/C++ code for Stata, accelerate a Stata command…
5 physics & astrophysics skills. Trigger: physics simulations, astronomical data, computational physics. Design: domain databases (NASA ADS, arXiv) and simulation tool guides.
Use when building the formal model for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — making decision variables, parameters, constraints, objective function,…
Use when targeting Journal of Business Venturing (JBV) or deciding whether an entrepreneurship / new-venture manuscript fits this venue.
Use as the entry point for any The Art Bulletin manuscript in art history. Routes to the right Art Bulletin sub-skill based on where you are in the lifecycle, with early attention…
Use when targeting 《研究与发展管理》(R&D Management — 复旦大学主办的研发/创新管理双月刊, 三审三校) or deciding whether a Chinese R&D/innovation-management manuscript fits this venue.
Use when running the final pre-submission preflight for Psychological Science via Manuscript Central — word-format compliance, the 150-word structured abstract, APA 7th-edition…
Use when targeting Privacy Enhancing Technologies Symposium (PETS) or deciding whether a computer-science manuscript fits this venue.
Use to judge whether a manuscript fits 《社会学研究》 (Sociological Studies) — distinguishing a genuine sociological problematic from an economics-style policy-evaluation paper, and…
Use when deciding which joe-* sub-skill to invoke next, or when sequencing a Journal of Econometrics (JoE) manuscript from methodological topic selection through revision…
Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification.
Use when a Management-World manuscript is at the topic-selection stage and the China-context fit, marginal-contribution sentence, or venue match are unsettled.
Use when an Econometric Theory (ET) decision letter arrives and a response strategy and letter are needed — handling proof-checking referee objections, fixing assumptions and…
Use when building the theoretical argument of an American Journal of Political Science (AJPS) manuscript — whether empirical with explicit mechanisms, formal/game-theoretic, or…
Use when framing or sharpening the research problem (问题意识 / problematic) for 《中国社会科学》 (Social Sciences in China) — elevating a topic from a narrow empirical question to a…
Use when targeting Joule (Cell Press) or deciding whether a sustainable-energy manuscript fits this venue.
Use when targeting The Economic Journal (EJ) or deciding whether a general-interest economics manuscript fits this venue.
Use when deciding which cell-* sub-skill to invoke next, or when sequencing a manuscript from significance test through reviewer rebuttal for Cell (Cell Press).
Use to lock the single narrative arc before drafting — converts a set of correct results into one Cell-shaped story that runs hypothesis → mechanism → significance, not a list of…
Use as the entry point for any Agricultural Systems (AgSy) manuscript. Routes to the right AgSy sub-skill based on where you are in the lifecycle and which article type (research…
Use for the quantitative path in 《社会学研究》 (Sociological Studies) — analyzing survey data (CGSS/CFPS/CLDS) with regression / Logit / multilevel / event-history (survival) / sequence…
Unwraps hard-wrapped markdown files so that each sentence ends with a newline instead of mid-sentence line breaks.
Use when targeting 《宏观质量研究》(Journal of Macro-quality Research — 教育部主管、武汉大学主办、武大质量发展战略研究院编辑出版的 CSSCI 期刊) or deciding whether a Chinese social-science/econ/management manuscript…