Running Albucore micro-benchmarks under benchmarks/, synthetic router timings, and comparing PyPI releases with uv --no-project. Use when adding benchmarks, comparing performance across versions, or documenting benchmark workflow.
Use when Codex needs to install, configure, or operate AlbumentationsX MCP from agent hosts for computer-vision augmentation previews, feedback-driven tuning, bounded local dataset review, or evidence-backed adoption workflows.