Use to finalize Science display items — panel/word budget, column-width sizing, minimum font sizes, color-accessibility, and showing the data (points over bars).
Use when interpreting where a POPL submission stands — the full double-blind pipeline from the July HotCRP deadline through reviews, the optional author response, October…
Use when revising the prose, abstract, and introduction of a The Journal of Law and Economics (JLE) manuscript so the legal institution and the design land early, in University of…
Use to stake a Quantitative Economics (QE) manuscript's contribution against the frontier — what quantitative gap it closes relative to prior empirical, structural, and…
Use when stating the contribution of a Journal of Marketing (JM) manuscript — making the substantive insight explicit and discharging JM's dual mandate of managerial, policy, and…
Use when positioning an American Sociological Review (ASR) manuscript against the literature so it reads as a broad sociological contribution rather than a subfield note.
Use when anticipating referee and co-editor objections for a Journal of the European Economic Association (JEEA) manuscript, or calibrating desk-reject risk and timeline…
Use when targeting Neuron or deciding whether a neuroscience manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when targeting Earth's Future (Earth's Future) or deciding whether an Anthropocene, Earth-system-futures, or sustainability manuscript fits this AGU open-access venue.
Use when finalizing the descriptive, results, and identification exhibits for a Journal of Accounting Research (JAR) manuscript — the summary-statistics table, correlation matrix,…
Use when targeting Immunity or deciding whether an immunology manuscript fits this venue. Encodes the journal's fit, framing, method-and-evidence bar, house style,…
Use when targeting ACM Conference on Computer and Communications Security (CCS) or deciding whether a computer-science manuscript fits this venue.
Use when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript.
Use when targeting EuroVis (EuroVis) or deciding whether a computer-science manuscript fits this venue.
Use when choosing suggested and opposed referees for a Physical Review Letters submission and pre-empting the objections APS referees are likely to raise.
Use when building the Monte Carlo evidence and the substantive empirical application for a Journal of Business & Economic Statistics (JBES) methods paper.
Use when targeting Chemical Engineering Journal or deciding whether an applied chemical-engineering / functional-materials manuscript fits this venue.
Use when an IMF Economic Review (IMFER) manuscript's exhibits must communicate an international-macro result to a dual academic/policy audience — transparent country coverage,…
Use when targeting IEEE Transactions on Communications (TCOM) or deciding whether a communication-systems manuscript fits this venue.
Use when targeting IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) or deciding whether a computer-science manuscript fits this venue.
Use when preparing an accepted ISSTA paper for the ACM Digital Library camera-ready, covering de-anonymization, the final ACM sigconf layout without the review/anonymous options,…
Use when responding to Physical Review Letters referee reports or editor decisions — point-by-point reply, resubmission, and the APS appeal route.
Use when reasoning about how an ATC (ACM SIGOPS Annual Technical Conference, formerly USENIX ATC) submission is evaluated — the two-round extended-abstract model, the round-one…
Use when running the final pre-submission preflight for the American Journal of Sociology (AJS) via Editorial Manager — the $30 submission fee (waived for sole-author gra — from…
Use when strengthening IEEE VIS reproducibility and open-practices evidence, covering the open-materials statement, anonymized-but-runnable code and stimuli, preregistration of…
Use when targeting IEEE International Requirements Engineering Conference (RE) or deciding whether a computer-science manuscript fits this venue.
Use when responding after a Journal of Economic Growth revise-and-resubmit to organize responses about growth mechanisms, model assumptions, empirical identification, calibration…
Use when targeting The Burlington Magazine or deciding whether a connoisseurship, attribution, or object-based art-history manuscript fits this venue.
Use when auditing an ACM IMC submission for HotCRP readiness, covering the paper-registration step, the acmart template with BBL upload, the full/short page limits, double-blind…
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 the credibility of an Experimental Economics (ExpEcon) manuscript rests on experimental control — incentive compatibility, randomization, the no-deception gate, and clean…
Use when running the final pre-submission preflight for Agricultural Systems (AgSy) via Editorial Manager — article-type selection, abstract <= 250 words, Highlights, graphical…
Use when polishing the prose of a Nature Geoscience manuscript for Nature house style, accessibility to non-specialists, precise terminology, and calibrated Earth-science claims.
Use when revising an ACM PODS paper for a precise model and result on the first page, exact theorem statements with matching bounds, complete and self-contained proofs (body plus…
Use when drafting an ECCV rebuttal — the optional one-page, two-column PDF answering three-plus reviews inside a nine-day window (reviews May 2, rebuttal due May 11 in 2026), with…
Use when anticipating and pre-empting the objections a Journal of Financial Economics (JFE) referee will raise — endogeneity, fragility, multiple testing, alternative…
Use when assembling the data, code, and experiment materials for a Journal of Risk and Uncertainty (JRU) manuscript and writing its Data Availability Statement.
Use when planning an AAMAS project timeline from venue fit through abstract, full-paper or extended-abstract upload, supplementary material, the double-blind rebuttal, decision,…
Use when turning an accepted PLDI paper into its PACMPL Issue PLDI article — de-anonymization, acmsmall journal formatting, ACM rights and open-access handling, delivering every…
Use when writing the response to an International Organization (IO) revise-and-resubmit. IO R&Rs come from expert IR referees whose anonymous reviews the editors return with a…
Use when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with…
Use when a Journal of Economic Perspectives (JEP) article must treat competing views and policy debates fairly — synthesis, not advocacy — and acknowledge uncertainty honestly.
Use when positioning an ACM PODS submission against the database-theory literature across PODS, ICDT, LICS, and the journals (TODS, LMCS, JACM, VLDBJ), writing delta-first…
Use when polishing the prose of a MIS Quarterly manuscript — front-loading the IS contribution, writing for an interdisciplinary IS audience that spans four traditions, applying…
Operational framework for the DAAF orchestrator. Defines engagement modes, confirmation protocol, subagent dispatch, context budget, and reference-loading.
Use when assessing whether a research question fits the Journal of Monetary Economics (JME) — monetary theory and policy, central banking, business cycles, growth, financial…
Use when understanding how Marketing Science evaluates a manuscript — the double-anonymous Senior-Editor / Associate-Editor routing, what the first-pass and review look for, and…
Use when the causal identification or inference design is the bottleneck for a Journal of Financial Economics (JFE) manuscript — natural experiments, IV, staggered DID, RDD, and…
Use when revising an IEEE ICDE paper for the first-page data-engineering contract, a reconstructable mechanism description, the running-example device, performance claims scoped…
Use when writing Python code for DSGE models, HANK models, numerical economic computation, causal inference, or quantitative economic data analysis
Use when deciding which ceq-* sub-skill to invoke next, or when sequencing manuscript work from fit judgment through rebuttal for 《经济学(季刊)》 (China Economic Quarterly, CEQ).
Use when planning an RSS (Robotics: Science and Systems) campaign end to end — the late-January abstract/paper/supplement cascade, the invited-rebuttal window, late-April…
Use when preparing accepted NeurIPS papers for camera-ready upload, de-anonymization, final checklist, code/data release, OpenReview metadata, and post-acceptance obligations.
Use when deciding what fits inside an IEEE INFOCOM paper's tight IEEEtran budget, covering the rule that appendices count toward the nine pages of text, the absence of a separate…
Use when targeting Journal of Financial Intermediation (JFI) or deciding whether a banking / intermediation manuscript fits this venue.
Use when deciding which jibs-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of International Business Studies…
Use when writing or revising an ICSE research-track paper, covering empirical-SE paper anatomy, research questions as the load-bearing structure, the threats-to-validity section…
Use when targeting Water Resources Research (WRR) or deciding whether a hydrology / water-science manuscript fits this venue.
Use when targeting IEEE Transactions on Antennas and Propagation (TAP) or deciding whether an antennas, applied-electromagnetics, or wave-propagation manuscript fits this venue.
Use when deciding which jpe-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE)…