mit einem Klick
mflux-manual-testing
// Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts.
// Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts.
Navigate MFLUX CLI capabilities, locate commands by area, and summarize supported features.
Debug MLX ports by comparing against a PyTorch/diffusers reference via exported tensors/images (export-then-compare).
Set up and work in the mflux dev environment (arm64 expectation, uv, Makefile targets, lint/format/test).
Port ML models into mflux/MLX with correctness-first validation, then refactor toward mflux style.
Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
Prepare a release in mflux (version bump, changelog, contributors, uv lock) without tagging/publishing. Use when preparing a release branch or release PR.
| name | mflux-manual-testing |
| description | Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts. |
Some regressions (especially in CLIs and image IO) are easiest to catch by running the commands and visually inspecting outputs. This skill provides a lightweight, change-driven manual test checklist.
src/mflux/models/**/cli/.uv tool install --force --editable --reinstall .
mflux-save for the affected model(s) and verify:
--model /full/path/to/saved-model and confirm it runs and produces a sane image.--stepwise-image-output-dir and confirm:
--low-ram and confirm:
--metadata and confirm the .metadata.json sidecar is emitted and looks consistent.uv tool executable behaves differently from uv run python -m ..., prefer the local module run to isolate environment/tooling issues.