clade

Audit a completed task or phase before closing it, checking implementation, equations or algorithms, examples, tests, docs, roadmap, release notes, stale wording, and after-task reporting.

Review and improve project prose in README files, vignettes, pkgdown or Quarto pages, after-task reports, release notes, design docs, and manuscript-style text.

Design compact simulation, replay, or calibration tests for statistical models, machine-learning workflows, agent-based models, and stochastic data pipelines.