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mflux-pr
Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
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Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Port ML models into mflux/MLX with correctness-first validation, then refactor toward mflux style.
Debug MLX ports by comparing against a PyTorch/diffusers reference via exported tensors/images (export-then-compare).
Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts.
Run tests in mflux (fast/slow/full), preserve image outputs, and handle golden image diffs safely.
Navigate MFLUX CLI capabilities, locate commands by area, and summarize supported features.
Set up and work in the mflux dev environment (arm64 expectation, uv, Makefile targets, lint/format/test).
| name | mflux-pr |
| description | Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions. |
make test-fastgh isn’t available, fall back to the GitHub web UI (or stop and ask).Use after the core port lands and you are polishing for merge. For the full integration surfaces tick list (LoRA key formats, save routing, tokenizer edge cases, etc. learned from past closed PRs), see mflux-model-porting → Integration surfaces checklist.
make lint and make test-fastMFLUX_PRESERVE_TEST_OUTPUT=1 uv run pytest tests/image_generation/test_generate_image_<model>.py -m slow -v
mflux-debugging, mflux-manual-testing)List files changed outside src/mflux/models/<model>/:
| Category | Expected |
|---|---|
pyproject.toml, cli/defaults/defaults.py, ModelConfig, mflux-save routing | Required wiring |
README.md table + attribution | Required |
Training runner.py, example JSON, .gitignore JSON exceptions | If training supported |
| Shared VAE/callback/training one-liners | Only if required; document blast radius in PR |
Personal .gitignore, unrelated formatting | Remove |
Verify quantized README disk claims with measurement:
du -sh ~/.cache/huggingface/hub/models--<org>--<Model>*
mflux-save --model <alias> --quantize 8 --path /tmp/model-q8 && du -sh /tmp/model-q8
README.md model table row (correct release date).src/mflux/assets/; may need git add -f when *.jpg is gitignored).