// After completing code changes, runs tests and pre-commit, then iteratively fixes failures until all pass. Use when finishing a coding task, validating changes, or when the user asks to run tests or fix errors.
| name | validate-and-fix |
| description | After completing code changes, runs tests and pre-commit, then iteratively fixes failures until all pass. Use when finishing a coding task, validating changes, or when the user asks to run tests or fix errors. |
uv run pytest -m "not slow"pre-commit run --all-filesuv run pytest# noqa: E501 or add E501 to pyproject.toml ignore list.(, ,, or +.# noqa: C901, # noqa: PLR0912, or raise the limits in pyproject.toml.Full checklist for adding a new transform to AlbumentationsX. Use when the user asks to add, implement, or create a new transform/augmentation.
Run performance benchmarks for transform changes. Use when the user asks to benchmark, measure performance, compare speed, or when changes affect apply methods, functional layer, get_params, or core pipeline code.
Quality bar for docstrings in albumentations. Use when writing or updating docstrings in albumentations/, especially for transforms and public APIs.
Use the repo `_internal/` directory for anything that must not be committed — scratch files, temporary outputs, local demos, Codex artifacts, or one-off scripts. Use when creating temp files, debug dumps, or local-only tooling during a task.
Policy for AlbumentationsX transforms that combine multiple images or objects. Use when implementing, reviewing, or using Mosaic, CopyAndPaste, OverlayElements, HistogramMatching, PixelDistributionAdaptation, or other mixing transforms.
Generate release notes for AlbumentationsX. Use when the user asks to prepare, draft, or write release notes for a new version (e.g. "prepare release notes for 2.x.y", "draft release X").