Use when deciding what goes in the four ICASSP pages versus a public release, given that ICASSP has no reviewed appendix — managing the 4+1 budget, curating optional multimedia…
Climate data analysis, modeling workflows, and carbon neutrality research met...
Use when defending the research design of a Population and Development Review (PDR, Wiley / Population Council) manuscript — choosing among demographic methods (life tables,…
Use when deciding whether a systems project belongs at EuroSys — the ACM SIGOPS-Europe flagship spanning OS, distributed systems, storage, cloud, virtualization, security, and ML…
Use when planning a SIGMOD project calendar under the PACMMOD round system, covering round selection and hopping, backward planning from abstract and paper cutoffs, the feedback…
Use when deciding which jegeo-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Journal of Economic Geography (JEG) submission.
Use when a Journal of Urban Economics (JUE) decision letter (R&R or reject-and-resubmit) needs a response-letter strategy and a revision plan.
Use when the cross-country/time-series data construction, sample, frequency, or measurement of a Journal of International Money and Finance (JIMF) manuscript is the bottleneck.
NACUBO endowment data (~650 institutions, 2012-2022). Portal: 7 columns only (total endowment, per-FTE, YoY change). Use for endowment size/trends.
Use when deciding which jacs-* sub-skill to invoke next, or when sequencing a Journal of the American Chemical Society (JACS) manuscript from scope check through revision.
Use when building reproducibility into an OSDI systems project — recording hardware, configuration, workload, and measurement provenance while experiments run, keeping paper and…
Use when deciding what goes where in a USENIX Security Symposium paper — the 13-page body, the two mandatory one-page appendices (Ethical Considerations, Open Science), optional…
Use when positioning a Journal of Communication (JoC) manuscript against the literature so it reads as a field-wide contribution.
Use when the research design and identification strategy are the bottleneck for a The Accounting Review (TAR) manuscript — choosing the setting, shock, and design that cr — from…
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)…
Use when deciding which worlddev-* sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a World Development (WD) submission.
Use when running the final pre-submission preflight for the Journal of Educational Psychology via Editorial Manager — masked-review anonymization, the 12,000-word format and…
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 when planning an ACM RecSys project timeline from venue fit through abstract, full paper, the anonymous repository, rebuttal, decision, ACM camera-ready, registration, and…
Use when an Econometrica manuscript needs finite-sample evidence and edge-case scrutiny — Monte Carlo design, finite-sample performance, regularity-condition stress tests, and…
Use when positioning an ICDM (IEEE International Conference on Data Mining) paper's related work - lineage against prior ICDM editions and IEEE data-mining neighbors, the…
Use when anticipating how a New Media & Society (NM&S) manuscript will be judged — anonymous (double-anonymized) peer review, what interdisciplinary referees weigh, and the…
Use when building exhibits for an Academy of Management Annals (Annals) review — the signature framework figure, who-studied-what synthesis tables, and search/coverage exhibits…
Use when drafting and polishing a Psychological Bulletin manuscript so it reads as an integrative synthesis and meets APA 7th-edition style plus MARS/PRISMA/JARS reporting…
Use when positioning a TACAS (ETAPS) submission against the verification literature across TACAS, CAV, VMCAI, FMCAD, SPIN, and journals (STTT, FMSD), writing delta-first contrast…
Use when targeting 《经济纵横》(Economic Review Journal — 吉林省社会科学院/社科联主办的综合性经济理论月刊, 1985 年创刊, 不收版面费/审稿费) or deciding whether a Chinese econ/policy manuscript fits this venue.
Use when strengthening ICML reproducibility evidence, including code/data availability, random seeds, compute disclosure, appendix evidence, impact-statement support, and…
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 the identification argument is the bottleneck for an American Economic Review: Insights (AER: Insights) short-format manuscript — causal identification in an empirical…
Use when a The Economic Journal (EJ) manuscript needs an explicit economic model or mechanism — either a theory paper's model, or the framework that gives a reduced-form empirical…
Use when targeting Journal of Accounting Research (JAR) or deciding whether an accounting manuscript fits this venue.
Use when defending the research design of a Journal of Marriage and Family (JMF) manuscript — longitudinal and life-course designs, dyadic and family-level analysis,…
Use when starting or unblocking a Journal of International Marketing (JIM) manuscript and you need to pick the right jim-* sub-skill for the current stage, from first idea through…
Use when positioning an ACM FAccT submission across its many disciplinary lanes — algorithmic fairness/ML, HCI, law and policy, STS and critical theory, and prior FAccT/FAT*…
Use when targeting Comparative Literature or deciding whether a cross-national, cross-linguistic, translation, or world-literature manuscript fits this venue.
Use when reasoning about UAI peer review on OpenReview, including bidding, double-blind evaluation against the correctness, novelty, backing, and clarity criteria, the…
Use when drafting an ACM CCS rebuttal during the HotCRP author-response window, covering threat-model defenses, adaptive-attack objections, ethics and disclosure questions,…
Use as the entry point for any Demography (PAA / Duke University Press) manuscript. Routes to the right Demography sub-skill based on where you are in the lifecycle and which…
Use when writing the response to an American Anthropologist (AA) revise-and-resubmit. AA uses anonymous peer review under an ethics of care, often with cross-subfield reviewers,…
Use when auditing an EMNLP submission before the ACL Rolling Review deadline, covering ACL-template compliance, the 8-page long / 4-page short caps, the mandatory Limitations…
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 drafting ACM FAccT author responses — the short factual-correction rebuttal after preliminary reviews, and, distinctively for the 2026-new process, the…
Use when the policy-implication / 启示 section of a 《中国工业经济》 (China Industrial Economics) manuscript is vague.
Use when targeting SIGDIAL Conference on Discourse and Dialogue (SIGDIAL) or deciding whether a computer-science 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 Science Signaling (Sci. Signal.) or deciding whether a cell-signaling, systems-biology, or signaling-pharmacology manuscript fits this AAAS 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 preparing to submit a Marketing Science manuscript through ScholarOne — blinding for double-anonymous review, choosing the track (regular / Frontiers / Database /…
Use when building tables and figures for a Cognitive Psychology (Elsevier) manuscript. Exhibits here carry the experiment-to-model-fit argument — they should overlay model…
Use when building the actual theory or formal/computational model for a Psychological Review manuscript — turning a framed problem into explicit assumptions, mechanisms, formal…
面向中文学术论文的降 AIGC 检测率 Skill。针对知网、万方、维普、Turnitin 中文版的检测机制，识别并消除中文大语言模型的 17 类结构化写作痕迹。采用"定位 → 诊断 → 改写 → 自评 → 复查"五步闭环工作流，分章节差异化策略（摘要/引言/文献综述/方法/结果/讨论/结论），保持学术严谨性前提下通过检测。
Use when drafting the response to a Human Relations (HR) R&R after the manuscript has been revised — structuring the response letter and handling reviewer/editor comments in HR's…
Use when preparing AISTATS supplementary material, appendices, proof details, code/data archives, simulation scripts, additional tables, and anonymized artifacts under deadline,…
Use when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science)…
Use when the execution and credibility of the analysis is the bottleneck for a Journal of Management Studies (JMS) manuscript — regression/SEM and robustness for quantitative…
Use when anticipating the objections a The Review of Economics and Statistics (REStat) referee will raise for a given design, and pre-empting them in the manuscript before…
Use first, before any writing, to stress-test whether a result clears PNAS's bar — high quality and broad significance to a general scientific readership — and to make the…
Use when auditing an AAMAS main-track submission for OpenReview readiness, the 8-page-plus-references limit, the full-paper versus 2-page extended-abstract choice, double-blind…
Use when targeting Soil Biology & Biochemistry or deciding whether a soil-science manuscript fits this venue.
Use to sharpen a topic for 《数量经济技术经济研究》 (JQTE) — turning a vague empirical idea into a measurement / forecasting / method-application question with a clear quantitative object, a…