Use when polishing the prose of a The Accounting Review (TAR) manuscript — front-loading the result, writing for an accounting audience, enforcing Chicago Manual of Style house…
Use when designing experiments, sampling campaigns, or modeling studies for Environmental Science & Technology (ES&T) so the design survives expert review — environmental…
Use as the entry point for any Global Change Biology (GCB) manuscript. Routes to the right GCB sub-skill based on where you are in the lifecycle and which article type (Primary…
Use when building or stress-testing the empirical/quantitative analysis for a Journal of Monetary Economics (JME) manuscript — VAR/SVAR, local projections, DSGE estimation, moment…
Use when writing the response to a The Journal of Politics (JOP) revise-and-resubmit. The response must convert each reviewer without alienating the editor, stay within JOP's page…
Use when finalizing regression tables and figures for a Journal-of-Finance-and-Economics manuscript. Enforces three-line table style, footnote conventions, column-count…
Use when sharpening the conservation significance and actionable implications of a Conservation Biology manuscript.
Use when organizing a Mind article so the argument unfolds in the clearest possible order within the ~8,000-word limit.
Use when building the exhibits for an Operations Research (OR) manuscript — theorem/assumption layout, comparison tables against prior work, computational-results tables, and…
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)…
Use when drafting a response letter to a Journal of Labor Economics (JOLE) revise-and-resubmit — addressing single-blind labor referees point by point under the journal's word…
Structured methodology for constructing and verifying mathematical proofs in statistical research
Use when targeting ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPoPP) or deciding whether a computer-science manuscript fits this venue.
Use when designing or writing the governance / policy-process mechanism analysis for a 《中国行政管理》 manuscript.
Use when targeting 《国际贸易问题》(Journal of International Trade — 对外经济贸易大学主办、国家社科基金首批资助、不收费的国际贸易核心刊) or deciding whether a Chinese trade/open-economy manuscript fits this venue.
Use when revising an ICLR manuscript for learning-representation framing, OpenReview readability, contribution clarity, limitations, ethics, and reviewer navigation.
Use when targeting International Conference on Advanced Visual Interfaces (AVI) or deciding whether a computer-science manuscript fits this venue.
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 targeting ACM SIGPLAN Symposium on Principles of Programming Languages (POPL) or deciding whether a computer-science manuscript fits this venue.
Takes a proofread or apsa-style report file (or any markdown file using **Original:** / **Recommended:** syntax) and rewrites the original source file with git merge conflict…
Use to test whether a research question fits The RAND Journal of Economics (RJE) — the flagship industrial-organization journal with a deliberately narrow applied-microeconomics…
Use when preparing the data, replication, and transparency materials for a Criminology (ASC / Wiley) manuscript — data-availability statements, reproducibility packages,…
Use when targeting the Journal of the ACM (JACM) or deciding whether a theoretical computer science manuscript fits this most-prestigious broad CS-theory venue.
Use when building or fixing the literature review for 《中国社会科学》 (Social Sciences in China) — entering the theoretical lineage (classic authors and schools) rather than piling up…
Use when targeting Foundations of Computational Mathematics (FoCM) or deciding whether a manuscript at the mathematics–computation interface fits this Springer journal.
Use when positioning a game-theory manuscript against the existing literature for Games and Economic Behavior (GEB) — staking what is new relative to known solution concepts,…
Use when the mathematical core of a Mathematical Finance (Wiley) manuscript is the bottleneck — adapted for a theory journal, this means assumptions, theorem statements, proof…
Use for full-manuscript prose polish of an Academy of Management Journal (AMJ) manuscript — front-loading the argument, active voice, structure, and AOM house style.
Use when understanding how Journal of Marketing (JM) review and decisions work — the double-anonymized process, the Coeditor structure, the substantive-and-relevance evaluation…
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 as the entry point for any American Educational Research Journal (AERJ) manuscript. Routes to the right AERJ sub-skill based on where you are in the lifecycle and which of the…
Use when deciding which jae-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Accounting and Economics (JAE)…
Use when planning and drafting the revision and point-by-point response for a Management Science (INFORMS) R&R — prioritizing the Department Editor's binding concerns, addressing…
Use when stating the headline contribution of a Marketing Science manuscript — naming the primary dimension (substantive marketing insight, modeling, methodology, data, or…
Use when positioning a PMLA (Publications of the Modern Language Association) essay within the critical conversation so it reads as a significant contribution to literary and…
Use when targeting Molecular Biology and Evolution (MBE) or deciding whether a molecular evolution manuscript fits this venue.
Use when the empirical identification strategy is the bottleneck for an Economic-Research manuscript — quasi-experimental designs (DID, IV, RDD, DML, event study).
Use when targeting Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR) or deciding whether a computer-science manuscript fits this…
Use when responding to a revise-and-resubmit from The RAND Journal of Economics (RJE) — answering the two anonymous referees and the handling Editor on an industrial-organization…
Use when articulating the original theoretical contribution for 《中国社会科学》 (Social Sciences in China) — turning empirical findings into a concept / proposition / analytical…
Use when targeting ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) or deciding whether a computer-science manuscript fits this venue.
Use when writing the contribution and implications section for a 《会计研究》 (Accounting Research) manuscript — articulating both the accounting-theory contribution (role of accounting…
Use when running the final pre-submission preflight for The Journal of Finance (JF) — the AFA online portal, the tiered submission fee, the 60-page limit, the bundled Internet…
Use when targeting Conference and Labs of the Evaluation Forum (CLEF) or deciding whether a computer-science manuscript fits this venue.
Use when building the theoretical argument and hypotheses for a Journal of Operations Management (JOM) empirical study — deriving operations/behavioral mechanisms a priori,…
IPEDS — primary federal postsecondary data (~6,500 institutions, 1980-present): enrollment, completions, graduation rates, finance, aid, admissions, HR.
Use when responding to Cancer Cell (Cell Press) reviewer reports — planning new experiments, writing a point-by-point response, and calibrating claims for revision.
Use when targeting European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) or deciding whether a computer-science…
Use when deciding which cc-* sub-skill to invoke next, or when sequencing a Cancer Cell (Cell Press) manuscript from scope check through peer-review revision.
Use when targeting International Natural Language Generation Conference (INLG) or deciding whether a computer-science manuscript fits this venue.
Use when targeting 《财经科学》(Finance and Economics — 西南财经大学主办的月刊, 1957 创刊, 西部最早的经济理论刊物, 不收费) or deciding whether a finance/public-finance/regional-economy manuscript fits this venue.
Use when stress-testing identification, assumptions, asymptotics, regularity conditions, and proofs in a The Econometrics Journal (EctJ) submission, including proof placement…
Use when targeting Accounting, Organizations and Society (AOS) or deciding whether an accounting manuscript fits this venue.
Use when choosing or sharpening a research question for a Journal of International Business Studies (JIBS) manuscript — testing whether it is a genuine international-business…
Use when preparing a revise-and-resubmit response for the Journal of Corporate Finance (JCF) — a point-by-point reply to two-or-more single-anonymized reviewers and the handling…
Use when building or auditing Journal of Human Resources (JHR) empirical pipelines — sample construction, design-based causal estimates with correct clustering, robustness,…
Use when targeting 《管理科学学报》(Journal of Management Sciences in China) — the NSFC-flagship for quantitative / mathematical management science (operations research, decision…
Use when defining eligibility criteria and coding studies for a Psychological Bulletin review or meta-analysis — inclusion/exclusion rules, a codebook, double-coding, and…
Use when deciding whether a political-science project fits the American Journal of Political Science (AJPS) and which submission type (Article, Research Note, Correspondence) to…
Use when packaging ICML artifacts - code, data, model weights, simulators, benchmarks, proof scripts, notebooks, anonymous repositories, and supplementary code/data ZIPs - for…