Executes automated project-wide refactoring with a focus on cross-file optimization.
Refactor avoidable React useEffect usage in Langfuse frontend code.
Restructure existing code while preserving externally observable behavior through explicit invariants, characterization evidence, small…
Identify and apply targeted refactoring improvements to existing code without changing behavior
Use when identifying bad code/design and selecting refactor targets - produces a diagnosis report with smells, risks, and refactor vs…
Use when refactoring code - tracks the refactor in task docs and preserves behavior through small verified changes
Use when anticipating the experimentalist referee's objections for an Experimental Economics (ExpEcon) manuscript before submission.
Use when pre-empting the objections a Financial Management (FM) referee is likely to raise, before pressing submit — red-teaming the paper…
Use when anticipating referee objections before submitting an International Economic Review (IER) manuscript, or when reading the room of…
Use when anticipating the objections a dual academic/policy IMF Economic Review (IMFER) referee will raise, so a manuscript pre-empts them…
Use when anticipating the objections a Journal of Economic Behavior & Organization (JEBO) referee will raise before submitting — demand…
Use when anticipating referee and co-editor objections for a Journal of the European Economic Association (JEEA) manuscript, or…
Use when anticipating referee objections for a Journal of Economic Geography (JEG) manuscript, where the panel typically pairs an…
Use when anticipating referee objections and selecting suggested/opposed reviewers before or during a The Journal of Finance (JF)…
Use when anticipating and pre-empting the objections a Journal of Financial Economics (JFE) referee will raise — endogeneity, fragility…
Use when anticipating and pre-empting referee objections before submitting a Journal of International Money and Finance (JIMF) manuscript.
Use when anticipating the referee read on a Journal of Law, Economics, and Organization (JLEO) manuscript before submitting — modeling the…
Use when anticipating referee objections for a Journal of Money, Credit and Banking (JMCB) manuscript before submission (or before…
Use when anticipating likely referee objections for a Journal of Risk and Uncertainty (JRU) manuscript before submission.
Use when anticipating the objections a Journal of Urban Economics (JUE) referee will raise before submission, so the manuscript pre-empts…
Use when choosing suggested/opposed referees or running an objection pre-mortem before submitting a The Review of Financial Studies (RFS)…