Use when running the final pre-submission preflight for a Journal of International Money and Finance (JIMF) manuscript via Elsevier Editorial Manager — file set, abstract — from…
Use when building the conceptual logic for a Journal of Marketing (JM) manuscript — grounding theory in a real-world marketing phenomenon, deriving predictions, and accommodating…
Use when designing or auditing the evaluation of a VLDB paper, covering workload and dataset realism at scale, competitor tuning fairness, scalability curves versus single points,…
Use when defining n, choosing statistical tests, correcting for multiple comparisons, and reporting error bars for a Cancer Cell (Cell Press) manuscript.
Use when working with the Associate Editor and Editor of an Academy of Management Annals (Annals) review — scope alignment after a proposal is invited, what review-article…
County Presidential Returns 2000-2024 (MIT MEDSL). Vote shares, party trends, turnout by county_fips (joins census/education data). Requires HARVARD_DATAVERSE_API_KEY.
Use when drafting ICLR OpenReview author discussion replies, revision notes, public comments, restricted comments, and responses to reviewer or AC concerns during the discussion…
Use when preparing an accepted AAMAS paper for the IFAAMAS open-access camera-ready, covering author de-anonymization, proceedings metadata, two-column reflow of game figures and…
Use when organizing supplementary and appendix material for an ICDM (IEEE International Conference on Data Mining) paper - deciding what belongs in the body, in an appendix that…
Use to draft the revise-and-resubmit (R&R) response letter for 《南开管理评论》 (Nankai Business Review) — addressing reviewer concerns on theoretical contribution, mechanism logic,…
Use when deciding whether a project belongs at IEEE VIS or should be routed to EuroVis, PacificVis, CHI, a graphics venue, or the IEEE TVCG journal track, and when choosing among…
Use when drafting or polishing a Social Psychology Quarterly (SPQ) manuscript so it reads for a sociological-social-psychology audience, follows the ASA Style Guide, and fits the…
Use when preparing or auditing the statistical analysis and reporting of a JAMA manuscript so it survives JAMA's dedicated statistical review.
Use when appraising the cumulative evidence and ensuring balance in an Academy of Management Annals (Annals) review — weighing conflicting findings by credibility, steelmanning…
Use when deciding whether a project belongs at MLSys rather than OSDI, SOSP, NSDI, ASPLOS, ATC, EuroSys, or the ML conferences, testing for genuine ML-systems co-design, choosing…
Use when targeting IEEE Transactions on Power Electronics (TPEL) or deciding whether a power-conversion manuscript fits this venue.
Use to write the PNAS abstract — a single self-contained paragraph of ~250 words, quantified and accessible to a broad scientific audience.
Use when deciding what belongs in an IEEE VIS paper body versus its supplemental materials, covering the VGTC/TVCG 9+2 page budget, the supplemental video that VIS reviewers…
9 economics skills. Trigger: economic modeling, policy analysis, macroeconomic data, FRED. Design: theory plus empirical methods with standard economics databases.
Use when assembling the data and code package for a The Journal of Law and Economics (JLE) manuscript to satisfy the journal's replication policy — data, programs, and computation…
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 turning analytical or empirical results into an explicit operations contribution for a Manufacturing & Service Operations Management (M&SOM) manuscript — stating the…
Use when running a pre-submission pre-mortem on a The Economic Journal (EJ) manuscript to anticipate the broad-interest, identification, and mechanism objections a demanding…
9 grants & funding skills. Trigger: grant applications, funding search, budget planning, data repositories.
Use when targeting Acta Materialia or deciding whether a structural-materials / physical-metallurgy manuscript fits this venue.
Use when targeting ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) or deciding whether a computer-science manuscript fits this venue.
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 planning an ACM SIGMETRICS project timeline across the three rolling deadlines (summer/fall/winter), from venue fit through abstract registration, submission,…
Use when deciding what goes into an MLSys appendix versus the 10-page body, exploiting the venue's unlimited separately-uploaded appendix that reviewers are not required to read,…
Use when an AEJ: Economic Policy manuscript's headline policy estimate needs to be shown stable and credible against specification, sample, inference, and identification threats.
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 targeting Accounting, Organizations and Society (AOS) or deciding whether an accounting manuscript fits this venue.
Use when targeting ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) or deciding whether a computer-science manuscript fits this venue.
Use when designing or auditing experiments for a CoRL robot-learning paper — seeds and evaluation-episode counts, task-suite breadth, real-robot versus simulation evidence,…
Use when deciding whether an Earth-science result clears Nature Geoscience's broad-interest, cross-disciplinary Earth-system gate, or whether it belongs in a community journal…
Use when estimation, heterogeneity, attrition, measurement, or inference choices need to meet Journal of Development Economics (JDE) empirical norms — clustered field data, survey…
Use when deciding what evidence package a COLT (Conference on Learning Theory) paper needs, given that COLT runs no artifact-evaluation track or badges — the proof appendix is the…
Use when targeting Journal of the American College of Cardiology (JACC) or deciding whether a cardiovascular manuscript fits this venue.
Use when drafting the response letter and revising a Strategic Management Journal (SMJ) manuscript after an R&R decision.
Use when performing the final pre-upload audit of a UIST paper in PCS — the abstract-then-paper deadline pair, 10-page/5-page two-column limits with desk-reject enforcement,…
Use when deciding whether a project fits the Journal of Marriage and Family (JMF) and whether it should be a full article or a brief report.
Use when packaging code, data, prompts, model outputs, and annotation materials for an EACL submission, first as an anonymized ACL Rolling Review supplement aligned with the…
Use when choosing or stress-testing the research design for a Journal of Consumer Research (JCR) manuscript — multi-study behavioral experiments, interpretive Consumer Culture…
Use when framing the contribution of a Production and Operations Management (POM) manuscript — stating the managerial insight for practicing operations managers and the advance to…
Use when architecting everything after page ten of a FOCS (IEEE Symposium on Foundations of Computer Science) submission — a venue with no separate supplement channel where the…
Use when designing or auditing the evaluation of an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) systems paper — matching evidence to the claim with real…
Use to lock the single-mechanism arc before drafting — converts a set of correct experiments into one Molecular Cell story that runs molecular question → the mechanism →…
Use when preparing a WSDM camera-ready after acceptance - de-anonymization order, ACM rights and TAPS production into the Digital Library proceedings, CCS concepts and keywords,…
Use when targeting Nature Reviews Physics (Nat Rev Phys) or deciding whether a review proposal across any area of physics fits this commissioned, authoritative review venue that…
Use when targeting Research Policy or deciding whether an innovation-studies / science-technology-policy manuscript fits this venue.
Use when targeting Science Advances (Sci Adv) or deciding whether a multidisciplinary open-access manuscript fits this AAAS venue.
Use when deciding which nejm-* sub-skill to invoke next, or when sequencing a clinical manuscript from significance test through response to reviewers for The New England Journal…
Use to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant…
Use when targeting 《体育学研究》(Journal of Sports Research, Nanjing Sport Institute) — a CSSCI journal focused on sport social science / sport humanities, valuing disciplined problem…
Use when designing or auditing a CAV (Computer Aided Verification) empirical evaluation, covering standard benchmark sets (SV-COMP/SMT-COMP/HWMCC/VNN-COMP), fair baseline solvers…
Use when targeting Critical Care Medicine or deciding whether an intensive/critical-care study fits this venue.
Use when deciding which jom-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Operations Management (JOM)…
Use when packaging the code, benchmarks, and flows behind an ACM/IEEE Design Automation Conference (DAC) Research Manuscript into a credible, reusable artifact — given that DAC…
Use when deciding what goes in the ECAI 7-page body versus the anonymized supplement — splitting content by decision-criticality so nothing a reviewer needs to judge the paper…
NACUBO endowment data (~650 institutions, 2012-2022). Portal: 7 columns only (total endowment, per-FTE, YoY change). Use for endowment size/trends.