Use when revising a Journal of Communication (JoC) manuscript after a revise-and-resubmit. The hard problem at JoC is that communication is a multi-paradigm field, so a single R&R…
Use when targeting European Symposium on Research in Computer Security (ESORICS) or deciding whether a computer-science manuscript fits this venue.
Use when reasoning about how an ESEC/FSE research submission is evaluated, covering double-anonymous "heavy" review, the at-least-three-reviewer PC model, the Accept / Major…
当需要为投往《中国科学：信息科学》(Scientia Sinica Informationis, SSI)…
Use when judging whether a research idea fits Administrative Science Quarterly (ASQ) and has the *surprising* theoretical insight ASQ demands.
Use when deciding which English economics / finance / management / accounting / marketing / operations / information-systems journal skill to invoke next, comparing fit across the…
Use when targeting The Plant Journal or deciding whether a plant-science manuscript fits this venue. Encodes the journal's fit, the mechanistic gene-to-function and…
Use when judging whether a literature is an Annual Review of Economics (ARE)-scale review topic — mature, important, and genuinely in need of an authoritative, accessible…
Use when drafting or revising SOSP prose — leading with a design principle rather than a feature list, building the intro's problem-to-insight arc, budgeting 12 dense two-column…
Use when preparing a POPL submission for the single July HotCRP deadline — auditing the 25-pages-of-text acmsmall cap, summary-rejection format rules, full double-blind hygiene…
Use when executing and reporting the analysis for an Environmental Science & Technology (ES&T) manuscript so it survives expert review — analytical QA/QC, honest uncertainty,…
Use when reasoning about how an ACM/IEEE Design Automation Conference (DAC) Research Manuscript is evaluated, covering double-blind TPC review, the novelty-plus-QoR decision…
Use when targeting The Journal of Aesthetics and Art Criticism or deciding whether an aesthetics manuscript fits this venue.
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 which restat-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a The Review of Economics and Statistics…
Use when results may be fragile or when multiple-testing / out-of-sample discipline is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Use when targeting ACM Conference on Intelligent User Interfaces (IUI) or deciding whether a computer-science manuscript fits this venue.
Use when writing the protocol, fixing scope and eligibility, and (where applicable) preregistering a systematic review or meta-analysis before searching, for a Review of…
Use when preparing the released software, code, data, and reproducibility materials for a Sociological Methods & Research (SMR) paper — a usable package plus scripts that recreate…
Use when running the Responsible NLP checklist as a claims audit for an EACL paper, covering hyperparameter and compute disclosure, verbatim prompt and decoding reporting,…
Use when formatting citations and references for a Journal of the American Academy of Religion (JAAR) article.
Use when explaining or planning around ACM CCS peer review, the two-cycle HotCRP workflow, decision categories including minor revision, the rebuttal window, the adversarial…
Use when deciding whether a monetary, banking, credit, or macro-finance question belongs at the Journal of Money, Credit and Banking (JMCB) rather than a sibling, and how to frame…
Use when sharpening the core methodological claim of a Sociological Methods & Research (SMR) paper — the new estimator/design/diagnostic and exactly what it fixes versus existing…
Use when planning and drafting a revision and point-by-point response letter for a Journal of Operations Management (JOM) R&R — prioritizing the Department Editor/Associate…
Use when designing tables and figures for a Sociological Methods & Research (SMR) paper — self-contained simulation grids, method-comparison tables, diagnostic plots, and…
Runs pre-submission checks (word count, anonymization, citations, placeholders, cross-refs) and generates a checklist. Use before journal submission.
在需要理解《通信学报》(Journal on Communications, JOC) 的审稿流程、预测各环节结果与识别作者可用杠杆时调用。对本刊初审（编辑审查规范/对口性/知网查重）→ 外审（约 2~3 名专家评审通信学科贡献）→ 终审（由编委会负责给出最终结果）三审制建模，说明约 1~3…
Use when targeting Blood (ASH) or deciding whether a hematology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when targeting Nature Neuroscience (Nat Neurosci) or deciding whether a neuroscience manuscript fits this venue.
Use when defending the survey design and measurement of a Public Opinion Quarterly (POQ) manuscript through the Total Survey Error framework — coverage, sampling, nonresponse,…
Determine cause-and-effect relationships using propensity scoring, instrumental variables, and causal graphs for policy evaluation and treatment effects
Use when running the final pre-submission preflight for Field Crops Research (FCR) via Editorial Manager — article-type selection, abstract (~400 words) and highlights (3-5…
Use when a Journal of Financial Economics (JFE) result needs the exhaustive robustness battery the journal is known for — alternative measures, subsamples, specifications, and…
Use when strengthening reproducibility for ICLR papers, including seeds, variance, compute, datasets, implementation details, ethics statements, and reviewer-verifiable evidence.
Use when assembling ethics approvals and availability statements for a Cancer Cell (Cell Press) manuscript — IACUC animal approval, human-sample IRB/consent, biosafety, and…
用于撰写或强化《管理世界》稿件的政策启示章节，把实证与异质性证据翻译成分层、可执行、与国家战略对接的政策建议。Use when…
Use when targeting International Economic Review (IER) or deciding whether a technically rigorous economics manuscript in theory, econometrics, or macro fits this venue.
Cleans a Quarto (.qmd) file by replacing LaTeX holdovers with proper Quarto/Pandoc syntax so the document renders correctly to HTML, PDF (Typst/LaTeX), and Word.
Use when running the final pre-submission preflight for a The Journal of Law and Economics (JLE) manuscript via the Editorial Manager portal — the single-blind title page, the…
Use when targeting Review of Financial Studies (RFS) or deciding whether a finance manuscript fits this venue.
在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 设计与呈现模式识别/机器学习实验证据时调用。覆盖研究问题(RQ)拆解、公平基线与相同划分/算力、评测指标选择(准确率/F1/mAP/IoU/AUC…
Use when deciding whether a question is right for an IMF Economic Review (IMFER) manuscript — international macro-finance with genuine policy relevance and an IMF-program or…
Use when planning a CAV (Computer Aided Verification) project timeline from venue and category selection through submission, the two-stage review with early reject and rebuttal,…
Use when assembling ECCV supplementary material under its own deadline one week after the paper (March 12 in 2026) — deciding what belongs in the extra week's upload, video and…
Use when packaging code, data, and models for a WACV paper, covering the anonymous review artifact versus the public post-acceptance release, reproducing constraint-based…
Use when targeting Physical Review B (PRB) or deciding whether a condensed matter or materials physics manuscript fits this APS archival venue.
Use when converting an NSDI acceptance into a published, presented paper — de-anonymizing within the same 12-page cap, meeting the final-papers deadline that also gates Community…
Use when polishing the language and rhetoric of a 《中国行政管理》 manuscript — eliminating the four-verb policy filler, anchoring claims in the PA theory frame, replacing narrative-only…
Use when revising an ICLR manuscript for learning-representation framing, OpenReview readability, contribution clarity, limitations, ethics, and reviewer navigation.
Use when deciding whether a research question fits Comparative Political Studies (CPS) and how to frame its comparative contribution.
Use when positioning an AAMAS submission against multiagent, game-theory, and reinforcement-learning literature spread across AAMAS, AAAI, IJCAI, NeurIPS, ICML, EC, and JAAMAS,…
Use when drafting UAI author responses during the OpenReview rebuttal window, turning reviewer objections about technical correctness, novelty, evidential backing, or clarity into…
Use to operate under the reality that ITCS has no rebuttal or author-response phase — pre-empting reviewer objections inside the submission, then handling the post-decision…
Use when running the final pre-submission preflight for a Journal of Economic Geography (JEG) manuscript via OUP / ScholarOne — word and abstract limits, double-anonymous scrub,…
Use when deciding whether a computer-vision project should target ECCV — weighing the two-year even-year cadence against CVPR, ICCV, WACV, BMVC, ACCV, NeurIPS, and journal routes,…
Use when scoping or framing a research question for a Journal of Political Economy (JPE) manuscript and you need to test whether it is "JPE-shaped" — i.e., a mechanism-driven…
Use when writing the response to a Cognitive Psychology (Elsevier) major/minor revision. Reviews here often demand added experiments, more model comparisons, recovery analyses, or…
Use when deciding whether language-model research belongs at COLM or should route to ACL/EMNLP, ICLR, NeurIPS, ICML, or a workshop — applying the object-of-study test, matching…
Use when designing the figures, tables, framework diagrams, and maps for a Global Environmental Change (GEC) manuscript, plus the required Highlights.