Use when deciding whether an anthropology project fits Current Anthropology (CA) and which article type to target.
Use when targeting 《财政研究》(Public Finance Research — 财政部主管、中国财政学会主办、不收版面费的财政学权威核心月刊, CNKI 采编系统) or deciding whether a Chinese public-finance manuscript fits this venue.
Use when auditing an ICDM (IEEE International Conference on Data Mining) submission for readiness, covering Research-vs-Applied track choice and its anonymity regime, the…
Use when revising a COLT (Conference on Learning Theory) paper for theorem-first exposition — formal setup before results, informal-then-formal theorem statements, proof overviews…
Use when running the final pre-submission preflight for an IMF Economic Review (IMFER) manuscript via Editorial Manager — double-blind anonymization, italicized abstract with JEL…
Use when building the theoretical core of a Management Science (INFORMS) paper — either a formal analytical model (assumptions, equilibrium, propositions/theorems, comparative…
Use when designing or auditing ISSTA experiments, covering real subject programs and benchmarks like Defects4J, fair tool-baseline configuration, bug-finding and coverage metrics,…
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 targeting International Conference on Advanced Visual Interfaces (AVI) or deciding whether a computer-science manuscript fits this venue.
Use when reasoning about ICCV's review pipeline and where authors have leverage, covering the March-to-June OpenReview timeline, the every-author-reviews contract and its 2025…
Use when analyzing data and fitting/comparing models for a Cognitive Psychology (Elsevier) manuscript.
Use when deciding whether a question fits the Journal of the European Economic Association (JEEA) rather than a field journal or a sibling general-interest outlet for a JEEA…
Use when deciding where a MICRO paper's supporting material lives, because MICRO allows no appendix at all — triaging content into the 11 reviewed pages, the unlimited references,…
Use when designing or auditing UAI experiments where inference quality is the endpoint, covering calibration and coverage measurement, posterior diagnostics, structure-recovery…
Use when auditing a PVLDB submission before a monthly deadline, covering the mandatory abstract on the 25th, the CMT window, the 1st-of-month 5:00 PM Pacific cutoff, category and…
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 targeting Strategic Management Journal (SMJ) or deciding whether a strategy / firm-performance manuscript fits this venue.
Use to model the SIGGRAPH / SIGGRAPH Asia Technical Papers review pipeline and calibrate expectations, covering the single 6-point score scale, the primary/secondary/tertiary…
Use when designing or writing heterogeneity analysis for a 《中国农村经济》 manuscript. Enforces rural-relevant cut dimensions and theoretical-justification discipline.
Use when targeting Conference on Computational Natural Language Learning (CoNLL) or deciding whether a computer-science manuscript fits this venue.
Use when building and refining exhibits for an Administrative Science Quarterly (ASQ) manuscript — qualitative data structures and data-to-theory tables, process models, and…
Use when targeting 《经济研究》(Economic Research Journal) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use when targeting Physical Review B (PRB) or deciding whether a condensed matter or materials physics manuscript fits this APS archival venue.
Use when deciding which mgsci-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Management Science (INFORMS) manuscript.
Use when the theoretical argument is the bottleneck for a Journal of Management (JOM) manuscript — building constructs, mechanisms, boundary conditions, and a priori hypo — from…
Use when strengthening the reproducibility of an RSS (Robotics: Science and Systems) paper whose evidence lives partly on hardware — platform disclosure ledgers, log-backed trial…
Use when a Journal of Political Economy (JPE) manuscript needs an explicit economic model or mechanism — either a theory paper's model, or the framework that gives a reduced-form…
Use when matching the argument of an ICALP (EATCS) theory paper to its claim — choosing the proof strategy for an upper or lower bound, deciding when supporting computation…
Use when preparing an accepted ICLR paper for camera-ready submission, OpenReview metadata, poster instructions, slide deck, project page, video, and publication logistics.
Use when an IMF Economic Review (IMFER) manuscript's headline cross-country estimate must be shown to survive specification, sample, country-composition, and inference choices…
Use when explaining how the Journal of Financial and Quantitative Analysis (JFQA) review process works — double-anonymous peer review, the seven-Managing-Editor structure, the…
Use when strengthening NeurIPS reproducibility evidence, aligning Paper Checklist answers with the paper, writing code/data instructions, setting random-seed and compute…
Use when revising prose, the abstract, or the introduction of an American Economic Journal: Macroeconomics (AEJ: Macro) manuscript for AEA house style and the broad-interest macro…
Use when packaging ICML artifacts - code, data, model weights, simulators, benchmarks, proof scripts, notebooks, anonymous repositories, and supplementary code/data ZIPs - for…
Use to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary, the single-anonymized review model with…
Use when judging whether a research question fits the Journal of Financial and Quantitative Analysis (JFQA) — empirical and quantitative financial economics (corporate finance,…
Use when assembling the data and code deposit for an accepted Journal of Labor Economics (JOLE) paper — the JOLE Dataverse Repository, the AER data-availability policy (adopted…
14 data visualization skills. Trigger: charts, plots, figures, publication-quality graphics. Design: one skill per tool with code templates and academic formatting conventions.
Use when targeting the International Journal of Machine Tools and Manufacture (IJMTM) or deciding whether a precision/advanced-manufacturing manuscript fits this venue.
Use when deciding which jm-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Marketing (JM) manuscript.
Use when designing or auditing the evidence in an ECAI paper — choosing proof versus experiment by claim shape across ECAI's breadth (theory/KR, planning/search, ML, multi-agent,…
Use when assembling the data and code deposit for an AEJ: Economic Policy manuscript to satisfy the AEA Data and Code Availability Policy and the AEA Data Editor's pre-publication…
Use when drafting or revising the prose and figures of an ICCV paper, covering writing for an international generalist reviewer pool, the inclusive 8-page economy, mechanism-first…
Use when running the final pre-submission preflight for a Review of Educational Research (RER) manuscript via Manuscript Central — masking, APA 7, the 150-word abstract, file set,…
Use when drafting an ACM SoCC author response (rebuttal) during a round's response window, covering the single written turn, answering both the systems and the data/measurement…
Use when results may be sensitive — to specification, sample, measurement, or inference for quantitative work, or to interpretation and triangulation for qualitative work — in a…
Use when the one-sentence "so what" is the bottleneck for a Research Policy (RP) manuscript — converting solid results into an explicit advance for innovation theory/evidence that…
Use when hardening the reproducibility of an IEEE S&P (Oakland) paper's evidence before submission, including environment pinning for exploits and side channels, seed and trial…
Use when revising an IROS paper for a task-first opening, an integrated-system narrative, the references-counted-in page budget with no supplementary PDF, double-anonymous…
Use when auditing an ACM CCS submission for HotCRP readiness, dual-cycle abstract registration and full-paper deadlines, the 12-page ACM sigconf body, anonymization, the ethics…
Use when choosing and defending the research design for a MIS Quarterly manuscript — a behavioral survey/experiment, an economics-of-IS identification strategy, a design-science…
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 designing the figures, tables, framework diagrams, and maps for a Global Environmental Change (GEC) manuscript, plus the required Highlights.
Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. Use when the user asks to create a Stata plugin, write C/C++ code for Stata, accelerate a Stata command…
Use when preparing an accepted ACM PODC paper for the proceedings — de-anonymizing after lightweight double-blind, compressing to the 10-page two-column ACM proceedings format…
在为投向《计算机学报》(Chinese Journal of Computers, CJC)…
Use when targeting ACM SIGCOMM (SIGCOMM) or deciding whether a computer-science manuscript fits this venue.
Use when organizing the body of a Harvard Law Review (HLR) piece along the doctrine to theory to normative-prescription arc that legal scholarship rewards.
Use when exhibits in an International Economic Review (IER) manuscript are dense, do not carry the argument, or do not present structural/theory results well.
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…