Use when drafting the response to an Administrative Science Quarterly (ASQ) R&R after the manuscript has been revised — structuring the response letter and handling…
Use when anticipating how a Psychological Review manuscript will be evaluated — masked peer review, the kinds of decisions, article types (full article vs.
Use when exhibits are the bottleneck for a Research Policy (RP) manuscript — designing tables and figures (regression tables, patent/bibliometric maps, event-study plots, case…
Use when judging whether a literature is a Journal of Economic Literature (JEL)-scale survey topic — mature, important, and genuinely in need of synthesis — rather than a narrow…
Use when placing the contribution against the policy-evaluation literature and sharpening it as a policy answer for an AEJ: Economic Policy manuscript.
Use when deciding whether a project fits Population and Development Review (PDR, Wiley / Population Council) and which article type to target.
Use when meeting the Journal of Personality and Social Psychology (JPSP) transparency requirements — TOP Guidelines at Level 2, JARS reporting, data/code/materials disclosure to a…
Use when targeting Global Biogeochemical Cycles (GBC) or deciding whether a biogeochemical-cycling manuscript fits this venue.
Use when targeting World Bank Economic Review (WBER) or deciding whether a development-economics manuscript fits this venue.
5 humanities skills. Trigger: textual analysis, archival research, digital humanities, philosophy. Design: digital tools and qualitative methods for humanities scholarship.
Use when targeting ACM Conference on Recommender Systems (RecSys) or deciding whether a computer-science manuscript fits this venue.
Use when drafting or polishing a Psychological Science manuscript to fit its distinctive word format (Introduction + Discussion + footnotes + acknowledgments + appendices <= 2,000…
Use when running the final pre-submission preflight for the American Economic Journal: Macroeconomics (AEJ: Macro) via the AEA submission system — membership-scaled fee — from…
用于《管理世界》投稿前的最终 preflight 检查，规避因形式问题在初审被技术性退稿。Use when…
Use when writing the response document for a Sociological Theory (ST) Revise & Resubmit — structuring point-by-point replies that show the theory was genuinely strengthened, not…
Use when positioning an IROS submission against robotics-systems literature across ICRA, IROS, RSS, CoRL, RA-L, and T-RO, covering the lanes embodied-systems reviewers check,…
Use when making a PPoPP paper's parallel-performance results reproducible, covering the hardware and topology description reviewers re-run, thread pinning and NUMA control, seeds…
Use when polishing the prose of a Journal of Accounting Research (JAR) manuscript — a design-forward, economically literate style that states the question, setting, and…
Use when deciding what belongs inside the six reviewed pages of an ACM/IEEE Design Automation Conference (DAC) Research Manuscript versus in an external repository, given DAC's…
Use when positioning an INTERSPEECH paper in the literature — tracing lineage through the ISCA Archive and its DOIs, covering the ICASSP/ASRU/SLT sibling circuit and challenge…
5 physics & astrophysics skills. Trigger: physics simulations, astronomical data, computational physics. Design: domain databases (NASA ADS, arXiv) and simulation tool guides.
Use when deciding what goes in the ACM CoNEXT main body versus the appendix budget versus the artifact — splitting content by decision-criticality so nothing a reviewer needs to…
Use when running the final pre-submission preflight for the European Sociological Review (ESR) via ScholarOne Manuscripts — anonymous-manuscript preparation, word/abstract caps,…
Use when reasoning about how a MICRO submission is judged — the double-blind HotCRP pipeline from the April deadline through the June rebuttal/revision window to the early-July…
Use as the entry point for any American Political Science Review (APSR) manuscript. Routes to the right APSR sub-skill based on where you are in the lifecycle and which of the…
Use to contextualize theory for 《南开管理评论》 (Nankai Business Review) — showing how the China context changes construct meanings, mechanisms, or boundary conditions, rather than using…
Use when writing an ICALP (EATCS) Track B rebuttal in response to initial reviews, or when handling a Track A correctness query — correcting reviewer misreadings of a proof,…
Use when calibrating expectations for the Entrepreneurship Theory and Practice (ETP) review cycle — desk-reject odds, the developmental double-anonymized review, R&R norms, and…
Use when preparing the "artifact" of an ICDT (International Conference on Database Theory) paper, which at a pure-theory venue is the complete-proofs full version rather than a…
Use when drafting or polishing the prose of a Global Change Biology (GCB) manuscript so it reads for a broad ecology / biogeochemistry / Earth-system audience within the journal's…
Use when deciding which jar-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Accounting Research (JAR)…
Use when drafting an ISSTA author response for the rebuttal window or planning a Major-Revision resubmission, covering evidence-anchored replies, the Accept/Major-Revision/Reject…
Use when defending the research design of an American Sociological Review (ASR) manuscript — causal/observational inference for quantitative and demographic work, case selection…
Use when situating an Accounting, Organizations and Society (AOS) manuscript in the literature — entering one of the journal's own long-running conversations, engaging the…
Use when targeting Communications Earth & Environment or deciding whether an earth, environmental, or planetary-science manuscript fits this venue.
当为《通信学报》(Journal on Communications, JOC) 立项或判断一份稿件是否对口本刊时调用；用于把选题定位到 Journal on Communications…
Use when running the final pre-submission preflight for the Journal of Economic Behavior & Organization (JEBO) via Elsevier Editorial Manager — abstract/keyword/JEL limit — from…
Use when targeting 《中国农村经济》(China Rural Economy — 中国社会科学院农村发展研究所主办、CASS 主管的三农经济旗舰月刊, 1985 年创刊, 双向匿名、零审稿/版面费) or deciding whether a Chinese 三农 econ manuscript fits this venue.
Use when building tables and figures for a Journal of Policy Analysis and Management (JPAM) manuscript — self-contained, decision-legible exhibits that show the policy effect, its…
Verifies required tools (Quarto, uv, Python, R, Stata, TeX) and Jupyter kernels are installed. Use when setting up or troubleshooting.
Use when targeting International Conference on Pattern Recognition (ICPR) or deciding whether a computer-science manuscript fits this venue.
Use when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages,…
Use to sequence a manuscript across venues — which cross-journal toolkit skill to invoke next, from picking a target journal through execution, submission-readiness, simulated…
Use when planning a SIGIR project calendar — backward-planning from the January-pattern abstract/paper deadlines to the July conference, sequencing evidence freeze, significance…
Use when deciding whether a project is a strong IEEE ICDE fit, routing among the three database venues from ICDE's seat (SIGMOD's quarterly rounds vs PVLDB's monthly deadlines vs…
Use when the research question or contribution is the bottleneck for a The Review of Financial Studies (RFS) manuscript.
Use to enforce Science's statistics and reproducibility reporting — n and replication, test choice and assumptions, effect sizes with uncertainty, multiple-comparison control,…
Use when an Accounting, Organizations and Society (AOS) revise-and-resubmit arrives — planning revisions that may include recoding field data, new experimental conditions, or…
Use when targeting Forest Ecology and Management or deciding whether a forest-science manuscript fits this venue.
Use when reasoning about how an ACM FAccT submission is evaluated — mutually-anonymous review by a mixed CS+law+social-science pool matched via author-selected focus areas, Area…
Use when anticipating the referee pool and their likely objections for a The Review of Economic Studies (REStud) manuscript, and when pre-empting those objections in the paper…
Use to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a theoretical lineage (stratification, networks,…
Use when drafting or polishing the prose of an Annals of the American Association of Geographers manuscript — Chicago Manual of Style (author-date), the 11,000-word inclusive cap,…
Use when performing Bayesian statistical analysis, building probabilistic models, or when the task involves prior specification, posterior inference, or predictive checks.
当为《通信学报》(Journal on Communications, JOC) 收到的外审与编委会意见撰写逐条答复与修回说明时调用；用于把 Journal on Communications…
Use when deciding which ecj-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a The Economic Journal (EJ) submission.
Use when running the final pre-submission preflight for the Journal of International Economics (JIE) via Elsevier's Editorial Manager — the non-refundable submission fee, the…
Use when deciding whether a question is review-worthy and meta-analyzable for Psychological Bulletin and which synthesis type fits (meta-analysis, systematic review,…
Use when deciding what belongs in a USENIX FAST paper body versus its artifact and appendices, covering the USENIX two-column page budget (references excluded), the rule that…
Use when organizing AAAI technical appendices, multimedia appendices, code/data ZIPs, immutable supplementary material, and double-blind supplementary files.