Use when targeting 《江西财经大学学报》(Journal of Jiangxi University of Finance and Economics — 江西财经大学主办的双月刊, 1999 创刊, 双向匿名审稿, 不收审稿费/版面费且发稿酬, 采编系统 cfejxufe.magtech.com.cn) or deciding…
Use when designing the exhibits of a Review of Economic Dynamics (RED) manuscript — impulse-response functions, calibration tables, moment-matching (model-vs-data) tables,…
Use when drafting the revision and response letter after an Academy of Management Journal (AMJ) revise-and-resubmit — structuring point-by-point responses to the action editor and…
Use when running the final pre-submission preflight for a Management Science (INFORMS) manuscript — ScholarOne seven-step upload, double-anonymization, author-year house style,…
Use when deciding which mksc-* sub-skill to invoke next, or when sequencing a Marketing Science manuscript from modeling-driven topic selection through R&R rebuttal.
Use when positioning a Mind article against the existing philosophical literature so the thesis reads as a genuine move in a live debate.
Use when deciding whether a project fits Demography (PAA / Duke University Press) and which article type to target.
Main orchestration workflow for systematic literature research - search, evaluate, traverse, synthesize
Use as the entry point for any Journal of the American Academy of Religion (JAAR) manuscript. Routes to the right JAAR sub-skill by lifecycle stage, and enforces the journal's…
Use to understand how The American Historical Review (AHR) evaluates a manuscript — double-blind anonymous review by at least six scholars, a six-to-eight-month timeline, an 8-10%…
Use to satisfy The Lancet's clinical-ethics and research-integrity requirements — ethics-committee approval and informed consent under the Declaration of Helsinki, the Declaration…
Use when matching the research design to the claim for a Journal of Marketing Research (JMR) manuscript — experimental design (lab and field), causal identification…
Use when targeting International Symposium on Experimental Robotics (ISER) or deciding whether a computer-science manuscript fits this venue.
Use when selecting, implementing, or stress-testing the causal identification strategy for an empirical The Review of Economic Studies (REStud) manuscript — DID (incl.
Use when targeting IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) or deciding whether a computer-science manuscript fits this venue.
Use when designing or writing mechanism analyses for a Journal-of-Finance-and-Economics empirical manuscript. Mechanism tests are near-mandatory for empirical submissions.
Use when targeting Nature Medicine or deciding whether a translational or clinical medicine manuscript fits this venue.
Use when positioning a manuscript within the economic-growth literature for the Journal of Economic Growth (JEG) — placing it across the theory and empirics divide that defines…
Use when targeting ACS Nano or deciding whether a nanoscience / nanotechnology manuscript fits this venue.
Use when targeting Review of Finance or deciding whether a finance manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use for analysis-stage decisions on a The Journal of Politics (JOP) manuscript — uncertainty, robustness, and reporting norms — written so the work is reproducible from line one.
Use when building or cleaning the exhibits for a Journal of Business Venturing (JBV) manuscript — venture descriptive/correlation tables, survival curves, interaction plots,…
Use when targeting IEEE Symposium on Security and Privacy (IEEE S&P) or deciding whether a computer-science manuscript fits this venue.
Use when designing the figures, tables, framework diagrams, and maps for a Global Environmental Change (GEC) manuscript, plus the required Highlights.
Use when building or auditing multi-panel mechanistic figures and tables for a Cancer Cell (Cell Press) manuscript — quantification of images, panel logic, image integrity, and…
Use when interpreting or planning around The Econometrics Journal's one-week editorial screen, editor assignment, three-month decision target, resubmission window, conformance…
Use when assembling the data and code deposit for a Journal of Development Economics (JDE) submission or accepted paper — JDE's mandatory replication policy, Mendeley Data…
Use when running the final pre-submission preflight for Econometric Theory (ET) via ScholarOne / Manuscript Central — single embedded-font PDF, single-anonymous (no double-blind…
Use when drafting IJCAI or IJCAI-ECAI author responses under the official one-page template, concise-response guidance, no-new-results constraints, code-link restrictions,…
Use when analyzing and reporting the multi-study package for a Journal of Personality and Social Psychology (JPSP) manuscript to JARS standard — effect sizes with uncertainty,…
Use when judging whether a manuscript fits 《管理科学学报》 (Journal of Management Sciences in China) — a 数理/定量 (mathematical / quantitative) management-science journal whose deliverable…
Use when polishing the prose of a MIS Quarterly manuscript — front-loading the IS contribution, writing for an interdisciplinary IS audience that spans four traditions, applying…
Use when targeting 《中国经济问题》(China Economic Studies — 厦门大学主办的经济学双月刊, 不收版面费) or deciding whether a Chinese econ manuscript fits this venue.
Panel data, IV/GMM, system regression. PanelOLS (FE/RE), BetweenOLS, Fama-MacBeth, IV2SLS/LIML/GMM, SUR, 3SLS, Driscoll-Kraay SEs. Use for RE/between, system estimation, or GMM.
Use when the policy / institutional background section of a 《中国工业经济》 (China Industrial Economics) manuscript needs accurate detail — exact document names, effective dates, pilot…
Use when running the final pre-submission preflight for a Contemporary Accounting Research (CAR) manuscript — Editorial Manager files (blind manuscript, separate title page,…
Use to produce the three signature Cell front-matter artifacts — Highlights (3–4 bullets, each ≤85 characters), the eTOC/In Brief blurb (~50 words, third-person), and the…
Use when targeting Journal of Human Resources (JHR) or deciding whether an applied-microeconomics manuscript on labor, education, health, or welfare fits this venue.
Use for the pre-submission preflight to 《金融研究》 (Journal of Financial Research) — checking word count (~20k chars), ~200-char abstract, 3–5 keywords, three JEL codes, note…
Use when articulating the real-world, policy, and practice implications of a Global Environmental Change (GEC) manuscript.
Use when targeting Annual Review of Economics or deciding whether a synthesis / review manuscript fits this venue.
Use when handling empirical evidence in a 《中国社会科学》 (Social Sciences in China) manuscript — choosing among quantitative, qualitative, and historical-comparative methods so the…
Use when polishing the prose of a Physical Review Letters manuscript for APS house style, concision, precise notation, and out-of-subfield readability.
Use when targeting 《经济与管理研究》(Research on Economics and Management — 首都经济贸易大学主办的经管交叉月刊, 1980 创刊, 北大核心/CSSCI, 不收费) or deciding whether a Chinese econ/management manuscript fits this…
Use when drafting the revision and point-by-point response after a Production and Operations Management (POM) revise-and-resubmit — addressing the Department Editor and referees,…
Use when targeting 《财经研究》(Journal of Finance and Economics — 教育部主管、上海财经大学主办的综合性经济理论月刊, 1956 创刊, 国家社科基金资助期刊, 双向匿名审稿, 不收审稿费/版面费, 期刊社 qks.sufe.edu.cn) or deciding whether a Chinese…
Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER +…
Use when writing the response to a Global Environmental Change (GEC) revise decision. GEC reviewers are interdisciplinary and often disagree across disciplines, so the response…
Use when targeting Asian Conference on Computer Vision (ACCV) or deciding whether a computer-science manuscript fits this venue.
10 data wrangling skills. Trigger: messy data, format conversion, missing values, data reshaping. Design: pipeline-oriented recipes for common data cleaning and transformation…
Use to understand how Conservation Biology evaluates a manuscript — double-blind peer review (adopted 2014), editorial screening for scope/novelty/conservation relevance, the…
Use when polishing the prose of a Contemporary Accounting Research (CAR) manuscript — a front-loaded research question, disciplined accounting terminology, the ≤300-word abstract…
Use to finalize Science display items — panel/word budget, column-width sizing, minimum font sizes, color-accessibility, and showing the data (points over bars).
Use when the main empirical results exist but the manuscript lacks the robustness, heterogeneity, mechanism, and placebo checks that AER referees will demand.
Checks current context window usage and provides recommendations. Use when sessions feel slow, responses seem degraded, or before starting complex work.
Use when targeting PLOS Biology (PLOS Biol) or deciding whether a general biology manuscript fits this open-access venue.
Use when drafting or polishing the prose of a Global Environmental Change (GEC) manuscript so it reads for an interdisciplinary, policy-relevant audience within the word and…
Use when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures,…
用于回应《管理世界》R&R 审稿意见，产出逐条回复信并同步修订正文。Use when 收到《管理世界》退修通知、已有 1—3…
Use when targeting JACS Au or deciding whether a chemistry manuscript fits this gold open-access, broad, high-quality sister journal of JACS.