Maps repository architecture and entry points to provide AI agents with a comprehensive project mental model.
Use when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic…
Validate and enforce standard YAML frontmatter on research documents with JD-aware path resolution.
Write a structured research protocol or study design document.
Execute multi-stage research workflows
Use when planning features and need current API docs, library patterns, or external knowledge; when testing hypotheses about technology…
Batch-resize images for web (WebP at 1920/1200/400px), social (center-cropped WebP at Instagram square/portrait, Twitter/X, LinkedIn)…
For the decision to adopt the plan and its publication: defines the standard, burden of proof, and counterarguments; result: test product…
Use when polishing the prose of a The Review of Economic Studies (REStud) manuscript — introduction, abstract, and overall economy of…
Generate design docs, ADRs, and concept docs from existing code by reverse engineering intent
Transforms existing source code into structured technical specifications, Gherkin BDD scenarios, and test coverage reports.
Output in the specified format when a review of specific markdown is requested.
Use when targeting Review of Accounting Studies (RAST) or deciding whether an accounting manuscript fits this venue.
Use when targeting Review of Economics and Statistics (REStat) or deciding whether an applied econometrics manuscript fits this venue.
Use when you need to understand how the European Sociological Review (ESR) evaluates a manuscript — double-blind peer review, what…
Use to understand how Field Crops Research (FCR) evaluates a manuscript — initial editor screening against the journal's scope boundary…
Use when you need to understand how Governance: An International Journal of Policy, Administration, and Institutions evaluates a…
Use when calibrating expectations for the INFORMS Journal on Computing (IJOC) review cycle — the Area-Editor desk-reject gate, the…
Use when calibrating expectations for the Journal of the Association for Information Systems (JAIS) editorial process — the developmental…
Use when understanding how Journal of the Academy of Marketing Science (JAMS) review and decisions work — the Springer Editorial Manager…
Use when you need to understand how the Journal of Educational Psychology evaluates a manuscript — masked peer review, editorial weighting…