Applies serverless FaaS patterns for event-driven workloads.
Applies data-grid architecture for high-traffic stateful workloads.
Generates the storyboard sheets for a video — one image per clip, panels in a row, each panel one action.
The TDD discipline: seams, the red → green loop, and the anti-patterns to delete.
Use when working with SQLite databases in Bun.
Advanced theming for Shiny apps using bslib and Bootstrap 5.
Design theming architecture — brand variants, dark mode, and high-contrast — mapped through token layers.
Migrate a CloudFormation or ARM stack into a Pulumi stack, sourced from a stack that Pulumi Cloud's Discovery feature has already found…
Interface with interactive theorem provers for mechanized verification
Use when turning the behavioral or game-theoretic argument behind an Experimental Economics (ExpEcon) manuscript into pre-specified…
Use when the model is the contribution for an International Economic Review (IER) manuscript and its assumptions, results, or comparative…
Use when a development model is needed to interpret an empirical result or to run a policy counterfactual for a The World Bank Economic…
Use when building the theoretical argument of an International Organization (IO) manuscript into a generalizable theory of international…
Use when building the argument of a Population and Development Review (PDR, Wiley / Population Council) manuscript into a…
Use when building the argument and theoretical contribution of a Governance: An International Journal of Policy, Administration, and…
Use when the theoretical argument is the bottleneck for a Journal of Management (JOM) manuscript — building constructs, mechanisms…
Use when building the conceptual core of a Journal of Marketing Research (JMR) manuscript — deriving behavioral hypotheses with a testable…
Use when a Journal of Political Economy (JPE) manuscript needs an explicit economic model or mechanism — either a theory paper's model, or…
Maps existing research materials to specific graduation thesis chapters and functional roles to ensure structural alignment and…
Progressive literature search and topic recommendation.
Turns rough ideas into approved, decision-complete plans with validated structure before coding.