用于最终化《管理世界》稿件的回归表与图形，使表图成为审稿专家判断"研究是否规范"的正向信号。Use when 主表列数过多（8 列以上）被吐槽信息密度高、表格用了边框/阴影/颜色不合本刊规范、标准误用了 t/z 值、或图形分辨率不足/配色不专业（彩虹色）时使用。锚定《管理世界》国务院发展研究中心主办、规范实证大刊的呈现传统，落实三线表（无竖线、≤6…
Use when planning a CSCW submission timeline end to end — the PACMHCI journal model, the retired fixed cycles versus the rolling 2027+ pathway, Revise-and-Resubmit rounds that…
Use when estimation and analysis are the bottleneck for a Human Resource Management (Wiley "HRM") manuscript — fitting HLM/SEM, testing mediation and cross-level moderation,…
Use when assembling the data and code deposit for a European Economic Review (EER) manuscript under Elsevier's mandatory replication policy.
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,…
当需要对一篇投往《中国科学：信息科学》(Scientia Sinica Informationis, SSI)…
Use when deciding which er-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for 《经济研究》 (Economic Research Journal).
Use when positioning a Population and Development Review (PDR, Wiley / Population Council) manuscript against the population-and-development literature so it reads as a…
Use when executing or defending the analysis for an Entrepreneurship Theory and Practice (ETP) manuscript — estimation, event-history, SEM, endogeneity, and qualitative coding…
Use when shaping the prose, structure, and citations of an American Journal of Sociology (AJS) manuscript to AJS's own author-date house style (NOT the ASA Style Guide).
Use when targeting Asian Conference on Computer Vision (ACCV) or deciding whether a computer-science manuscript fits this venue.
Use when a Journal of Human Resources (JHR) revise-and-resubmit arrives and you must plan the response letter — answering referees and the handling editor, satisfying the…
Use when revising prose for a European Economic Review (EER) manuscript — the abstract, introduction arc, research highlights, and Elsevier house conventions.
Use when planning or sequencing an ICML manuscript workflow end to end - from topic selection and drafting through OpenReview submission, double-blind review, author response,…
Use when targeting the Journal of the Mechanics and Physics of Solids (JMPS) or deciding whether a fundamental solid-mechanics manuscript fits this venue.
当你在为《自动化学报》(Acta Automatica Sinica, AAS) 提升实验可复现性、组织复现包、防范数据污染时调用。覆盖环境与依赖固定、随机种子与多次运行、数据划分与防泄露、控制仿真的求解器/步长/系统参数记录、超参数与调参协议披露、以及配合双盲的匿名化复现材料，帮助控制/自动化/模式识别方向的中文稿在 Acta Automatica…
Use when targeting The Burlington Magazine or deciding whether a connoisseurship, attribution, or object-based art-history manuscript fits this venue.
Converts LaTeX article-class .tex documents to Quarto .qmd format for multi-format publishing (HTML, PDF, Word).
Use when planning an ACM FAccT project timeline from venue fit through abstract registration, OpenReview submission, the rebuttal window, the new Accept/Revise/Reject…
Computational methods for humanities research including text mining and netwo...
当你要判断《软件学报》(Journal of Software, JOS) 对代码与数据可用性（artifact）的现状与要求、并据此准备可评估材料时使用。覆盖本刊尚无强制 artifact 评审轨道的现实、如何把可复现材料做成加分项、专刊（special issue）与 CCF ChinaSoft 联动可能带来的材料要求、归档与许可选择、以及与国际会议…
Use when deciding which cjms-* sub-skill to invoke next, or when sequencing a 《中国管理科学》 (Chinese Journal of Management Science) manuscript from topic selection through rebuttal.
Use when staking a Journal of Management Information Systems (JMIS) manuscript's contribution against the IS literature and the basket siblings — showing it advances an…
7 code execution skills. Trigger: running code, interactive notebooks, Jupyter, Colab, sandboxed execution.
Use when stress-testing a Mind argument by raising the strongest objections and constructing replies.
Use when preparing a SOSP artifact for the post-acceptance evaluation run by the sysartifacts community, registering within days of notification, packaging for the cooperative…
Use as the entry point for any Criminology (ASC / Wiley) manuscript. Routes to the right crim sub-skill based on where you are in the lifecycle and whether the paper is a full…
Use when understanding how Journal of the Academy of Marketing Science (JAMS) review and decisions work — the Springer Editorial Manager flow, the double-anonymized developmental…
Use when deciding which qje-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE)…
当收到《中国科学：信息科学》(Scientia Sinica Informationis, SSI)…
Use when building the argument of a PMLA (Publications of the Modern Language Association) essay into a significant contribution to literary and language studies.
Use when deciding whether a project belongs at ACM CHI, which of CHI's contribution types it makes, and which reviewing subcommittee should judge it — or whether the work is…
Use when deciding whether a project belongs at MICRO (IEEE/ACM International Symposium on Microarchitecture) or should route to ISCA, HPCA, ASPLOS, DAC/ICCAD, SC, or MLSys —…
Use when the exhibits in a The Review of Economic Studies (REStud) manuscript need to be made publication-grade — regression tables that are oversized or footnote-bloated, or…
Use when targeting Review of Economic Studies (REStud) or deciding whether an economics manuscript fits this venue.
Use when positioning an IEEE ICDE submission against the database canon and neighboring venues, running a reinvention audit across SIGMOD, VLDB, EDBT, and shipping systems,…
Use when preparing IEEE ICDE supplemental material for the CMT submission: what belongs in the 12-page body versus the supplement, the runnable artifact package (README,…
Use when sharpening the policy contribution of a Journal of Public Policy & Marketing (JPP&M) manuscript — the 300-word Policy Contribution Statement, regulator-actionable…
Use when targeting Trends in Food Science & Technology or deciding whether a food-science review manuscript fits this venue.
Use when deciding what belongs in the 10-page ASE (IEEE/ACM Automated Software Engineering) paper body versus the artifact and supplementary material, splitting content by…
Use when running the final pre-submission preflight for a Journal of Management Studies (JMS) manuscript via the Wiley ScholarOne portal — anonymisation for double-blind — from…
Use when deciding whether a project fits Public Opinion Quarterly (POQ) and which submission type to target.
Use when positioning a paper against the information-retrieval literature for SIGIR — tracing lineage through SIGIR/TOIS/TREC canon, contrasting mechanisms with the nearest recent…
Use when understanding how Journal of Operations Management (JOM) evaluates submissions — the Department-routed structure, the asymmetric double-anonymous review, the Empirical…
Use when building or fixing the literature review for 《中国社会科学》 (Social Sciences in China) — entering the theoretical lineage (classic authors and schools) rather than piling up…
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 assembling the data and code replication package for an American Economic Journal: Applied Economics (AEJ: Applied) manuscript to pass the AEA Data and Code Availability…
Use when drafting or revising the 中文摘要 or 英文 abstract for a 《财经研究》 manuscript. Enforces the five-sentence pattern and forbids empty-significance phrases.
Use to understand how the Journal of Public Administration Research and Theory (JPART) evaluates a manuscript — double-blind review, desk screening on theory and fit, the reject /…
Use when staking a Quarterly Journal of Economics (QJE) manuscript's contribution against the frontier — what it builds on, what it overturns, and why it belongs in a…
Use when readying a CSCW manuscript for upload — confirming the current pathway (rolling via Manuscript Central as of mid-2026), the single-column ACM template, the word-length…
当稿件被《中国科学：信息科学》(Scientia Sinica Informationis, SSI) 录用、需要完成定稿、校样（清样）校对与最终提交时调用。覆盖录用后清样一校/二校、中英文摘要与作者信息/单位/基金的最终核对、参考文献与图表的清样级检查、版权协议与版面费缴纳、样刊、DOI 与卷期信息、以及与英文姊妹刊 Science China…
Use when targeting Gastroenterology (AGA) or deciding whether a GI/hepatology manuscript fits this venue.
Use to understand how World Politics evaluates a manuscript — triple-blind review with author anonymity preserved through the editorial decision, at least two non-Princeton…
Use when drafting or polishing a Journal of Communication (JoC) manuscript so it reads for the whole field, follows APA 7th edition, and fits the limits (main document <= 35 pages…
Use when planning an NDSS submission calendar — choosing between the summer and fall cycles, backward-planning from the AoE deadline through early-reject, rebuttal, notification,…
Use when positioning a Developmental Psychology (APA) manuscript against the developmental literature.
Use when making an ACM PODC paper's result independently checkable — reproducibility for a proofs venue, not an artifact venue.
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 targeting The Accounting Review (TAR) or deciding whether an accounting manuscript fits this venue.