Use when an IMF Economic Review (IMFER) manuscript's prose must land for its dual academic/policy audience — a tight intro, an italicized…
Use when polishing the prose of a Journal of the Association for Information Systems (JAIS) manuscript — the abstract, introduction…
Use when shaping the prose, abstract, and introduction of a Journal of the Academy of Marketing Science (JAMS) manuscript so the dual…
Use when polishing the prose of a Journal of Accounting Research (JAR) manuscript — a design-forward, economically literate style that…
Use when polishing prose for a Journal of Development Economics (JDE) manuscript so the development question, answer, and policy stakes…
Use when drafting or polishing a Journal of Educational Psychology manuscript to fit its format — generally under 12,000 words (excluding…
Use when revising the prose, abstract, and introduction of a Journal of the European Economic Association (JEEA) manuscript so the idea…
Use when the introduction, abstract, or prose of a Journal of Environmental Economics and Management (JEEM) manuscript misses the field…
Use when the prose, intro, and abstract are the bottleneck for a Journal of Financial Markets (JFM) manuscript — making the trading…
Use when the prose of a Journal of Urban Economics (JUE) manuscript buries the spatial mechanism, or the intro/abstract do not land for an…
Enforces consistent documentation standards, tone, and formatting across technical specifications and code comments.
Use when drafting or polishing a Public Opinion Quarterly (POQ) manuscript so it reads for a public-opinion and survey-methodology…
Use when drafting or polishing a World Politics manuscript so it reads across cases, follows the World Politics house style, and fits the…
Gates whether a new test should exist and forces it to be efficient, protecting CI from low-value test bloat.
Use when asked to write user stories, define requirements, break a feature into stories, or draft product/feature issues - produces…
Draft a unanimous written consent of the board or a committee in house format, with precedent search from the consents repository.
Use when hardening the reproducibility of a WSDM paper built on logs, graphs, or user-interaction data - provenance of behavioral…
Use when auditing a WSDM submission before the August deadlines - EasyChair setup, the abstract-then-paper week, the appendix-inclusive…
Use when deciding what goes where in a WSDM submission whose appendices count inside the page cap - triage between the 9-page body, the…
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation.
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security…