Use when targeting Biomaterials or deciding whether a biomaterials manuscript fits this venue. Encodes the journal's fit, the dual…
Use when building the conceptual or theoretical framework for an American Educational Research Journal (AERJ) manuscript.
Use to understand and prepare for the Econometric Theory (ET) review process — single-anonymous refereeing (reviewers see the author), the Article/Miscellanea/ET-Interview article…
Use when running the pre-submission preflight to 《管理科学学报》 (Journal of Management Sciences in China) — checking length (≤8000 chars; review ≤12000), abstract (≤300 chars), keywords…
Use when targeting 《管理世界》(Management World) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use to confirm study-design rigor and the mandatory prospective trial registration, protocol, and statistical analysis plan before writing up a clinical study for NEJM.
Use when planning and sequencing a full NeurIPS manuscript workflow from topic and track selection through writing, the mandatory Paper Checklist, OpenReview submission,…
Use when revising an ACL paper for computational-linguistics house style, covering task-first framing, linguistic examples tied to quantitative error analysis, scoping language…
Use when targeting the Journal of Social History or deciding whether a social-history manuscript on everyday life, class, gender, family, work, crime, or marginalized groups fits…
Use when drafting or polishing the prose of a Journal of the American Academy of Religion (JAAR) article so it is clear, analytic, gender-neutral, and readable across the study of…
Use when preparing Journal of Human Resources data and replication materials: archive plan footnote, public repository deposit, CC0 license, Data Availability Statement, read-me…
Use when understanding how Journal of Consumer Research (JCR) review and decisions work — double-anonymized review, the co-editor/AE/reviewer structure, decision letters, and what…
Use when targeting 《劳动经济研究》(Studies in Labor Economics) or deciding whether a Chinese social-science/econ/management manuscript fits this journal.
Use when preparing an accepted ACM PODS paper for its PACMMOD-track camera-ready, covering de-anonymization, the final acmsmall format and PACMMOD journal metadata (DOI, ORCID,…
Use when imposing an analytical or conceptual structure on a body of psychology research for a Perspectives on Psychological Science (PoPS) integrative review or theoretical…
Use when positioning a USENIX Security Symposium paper against prior work — covering the Big-Four security venues plus specialty conferences, handling concurrent submissions…
Use when targeting Annual Review of Astronomy and Astrophysics (ARA&A) or deciding whether a review proposal fits this invited, comprehensive, very-high-impact venue.
Use when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the undisclosed associate editor, single-blind…
Use when targeting Brookings Papers on Economic Activity (BPEA) or deciding whether a macro-policy manuscript fits this venue.
Use when anticipating how an expert Annals of Mathematics referee will verify a proof — stress-testing the argument for gaps, checking external dependencies, and pre-empting the…
Use when deciding which jmgmt-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Management (JOM) submission.
Downloads education datasets from configured mirror sources (parquet/CSV) with local Polars filtering. Use when writing fetch scripts or retrieving CCD, IPEDS, CRDC, SAIPE data.
Use when the research design and identification strategy are the bottleneck for a The Accounting Review (TAR) manuscript — choosing the setting, shock, and design that cr — from…
Use when targeting Mathematical Finance or deciding whether a quantitative / mathematical-finance manuscript fits this venue.
Use when converting an accepted CoRL paper into its final form — the 9-page camera-ready main text with the extra page for review feedback, the final-mode corl LaTeX template,…
Use when reasoning about IROS peer review — the PaperPlaza Associate-Editor/Editor pipeline, the traditional no-rebuttal single-notification model, how the video and embodied…
Use when executing and reporting the analysis for a Demography (PAA / Duke University Press) manuscript so it survives expert, double-blind review — correct rate construction,…
Use when polishing the prose of an Accounting, Organizations and Society (AOS) manuscript — sustained argumentative writing that carries theory and evidence together, a…
Use when auditing an ACM CHI Papers submission for PCS readiness, covering the September full-paper deadline, the anonymized single-column template, word-count norms instead of…
Use when assembling the data, code, and experimental-materials deposit for a Journal of Economic Behavior & Organization (JEBO) manuscript — z-Tree/oTree code, instructions, raw…
Use when a Journal of Economic Behavior & Organization (JEBO) manuscript's prose buries the behavioral mechanism, or the abstract and introduction do not land for a pluralist…
Use when anticipating the referee read on a Journal of Law, Economics, and Organization (JLEO) manuscript before submitting — modeling the institutional/organizational economist…
Use when building the robustness suite and online appendix for a Quarterly Journal of Economics (QJE) manuscript — the extensive checks QJE referees expect, exploiting the…
Use when reasoning about where a MobiCom paper sits in the two-round review process — the early-reject cut after round one, the released reviews and rebuttal window after round…
Use when packaging IEEE ICDE code, data, workload generators, and logs as supplemental material whose availability reviewers score, and for any post-acceptance reproducibility or…
Use as the final preflight before submitting to PNAS Nexus — a complete checklist across fit, open access/APC/license, article type & length, Significance Statement, abstract,…
Use when defending the research design of a World Politics manuscript — comparative-historical and case selection, quantitative cross-national identification, qualitative process…
Use when anticipating how a Comparative Political Studies (CPS) manuscript will be evaluated — desk screening, anonymous peer review, decision categories, and how reviewers judge…
Design conjoint experiments: attributes, power, AMCE/AMIE estimation.
Use when drafting an ACM CCS rebuttal during the HotCRP author-response window, covering threat-model defenses, adaptive-attack objections, ethics and disclosure questions,…
Use when targeting Journal of Monetary Economics (JME) or deciding whether a macro / monetary manuscript fits this venue.
Use when defending the research design of a Social Forces (SF) manuscript — causal identification for quantitative work, formal demographic design, case selection and process…
Use when designing the exhibits for an Information Systems Research (ISR) manuscript — correlation/measurement tables, estimation results, model/equilibrium figures,…
Use when drafting or revising the prose of an AEJ: Economic Policy manuscript — especially the abstract and introduction — to translate causal estimates into a clear policy…
7 code execution skills. Trigger: running code, interactive notebooks, Jupyter, Colab, sandboxed execution.
Use when shaping or stress-testing a research question for the Journal of Consumer Research (JCR) — confirming it is a genuine consumer-behavior question with a conceptual…
Use when sharpening the development-economics takeaway of a Journal of Development Economics (JDE) manuscript — the explicit "what this teaches about development" claim that an…
Use when planning an ACM CCS project timeline across the two HotCRP review cycles, from venue fit through abstract registration, full-paper upload, rebuttal, notification,…
Use when choosing and justifying the research design for a Human Relations (HR) manuscript — qualitative/ethnographic, critical, quantitative, or mixed — and setting the rigor…
Use when targeting SIAM Journal on Computing (SICOMP) or deciding whether a theoretical-computer-science manuscript fits this foundational algorithms-and-complexity venue.
Use when an ICCV paper is accepted and the final version, releases, and October conference must be delivered, covering de-anonymization edits, the summer camera-ready window…
Use when deciding whether a political-science project fits The Journal of Politics (JOP) and which category to target.
Use when targeting International Symposium on Distributed Autonomous Robotic Systems (DARS) or deciding whether a computer-science manuscript fits this venue.
Incremental content drafting skill that writes specific sections within existing scaffolds. Supports drafting 1 section at a time or batch-drafting multiple sections with user…
Use when reasoning about how CVPR review actually works at 16,000-submission scale, covering the OpenReview pipeline and timeline, reviewer-duty enforcement and desk rejects, the…
Use when choosing and defending an interpretive approach for an American Historical Review (AHR) manuscript — social, cultural, intellectual, political, economic, transnational,…
Use when targeting Nature Astronomy (Nat Astron) or deciding whether an astronomy or astrophysics manuscript fits this venue.
Use when preparing an accepted ACM FAccT paper for camera-ready — de-anonymizing and adding the withheld Positionality/Acknowledgements statements, switching to the acmart sigconf…
Use to plan a SIGGRAPH or SIGGRAPH Asia Technical Papers campaign backward from the deadline, covering the two annual cycles, the form-then-upload two-step submission, the…
Use when deciding which hrm-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Human Resource Management (Wiley "HRM")…