julia-global-correctness-integration
Ensure global correctness and integration across all package modules by validating interfaces, invariants, cross-module behavior, and end-to-end workflows.
Write practical Julia usage examples for package functionalities and place them in an examples folder separate from src, with runnable and documented workflows.
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Install skill "julia-usage-examples" with this command: npx skills add nicoloponcia/skillsmp-nicoloponcia-nicoloponcia-julia-usage-examples
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Related by shared tags or category signals.
Ensure global correctness and integration across all package modules by validating interfaces, invariants, cross-module behavior, and end-to-end workflows.
Standardize Julia BenchmarkTools setup, warmup policy, and before/after performance reporting for repeatable runtime comparisons in this package.
Write and design Julia tests that assess mathematical correctness and coding correctness, including invariants, edge cases, regressions, and integration behavior across modules.
Refactor Julia code for type stability, runtime-first optimization, API/interface redesign, data structure refactoring, and aggressive code debloating while preserving mathematical robustness.