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mflux-pr

filipstrand/mflux/.cursor/skills/mflux-pr/SKILL.md

Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.

Skill2.5k starsChanged 51 days ago

What's in it

  1. mflux pull request workflow
  2. When to Use
  3. Instructions
  4. PR body and release note (required)
  5. Pre-merge checklist (model port PRs)
  6. Correctness
  7. Cross-model diff audit
  8. Docs / examples
  9. PR description callouts
---
name: mflux-pr
description: Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
---
# mflux pull request workflow

## When to Use

- You’re about to open a PR (or want a safe sequence to do it).

## Instructions

- If you run tests as part of PR hygiene, prefer fast tests first:
  - `just test-fast`
- Keep commits focused and messages consistent with repo history.
- If the PR changes CLI defaults, public APIs, or model behavior, check for README/example drift before opening the PR.
- **Always ask for permission** before pushing to the remote repository.
- If `gh` isn’t available, fall back to the GitHub web UI (or stop and ask).

## PR body and release note (required)

The `release-note` CI check fails the PR if the body has no complete release-note block.

Use the `mflux-pr-docs` skill to write the PR body. That skill writes the `What` section and the release-note block, runs the CI check, and gets the approval of the developer.

If the check fails on an open PR, use the `mflux-pr-docs` skill again. It edits the body of the open PR. The check runs again on an edit. You do not need a new commit.

## Pre-merge checklist (model port PRs)

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*.

### Correctness

1. `just lint` and `just test-fast`
2. `just ci-extract` after changing `AVAILABLE_MODELS` or `scripts/ci_extract_models.py`
3. Slow golden tests for the new model:
   ```sh
   MFLUX_PRESERVE_TEST_OUTPUT=1 uv run pytest tests/image_generation/test_generate_image_<model>.py -m slow -v
   ```
4. Optional but high-signal: diffusers side-by-side + latent injection (`mflux-debugging`, `mflux-manual-testing`)

### Cross-model diff audit

List files changed outside `src/mflux/models/<model>/`:

| Category | Expected |
|---|---|
| `pyproject.toml`, `cli/defaults/defaults.py`, `ModelConfig`, `mflux-save` routing | Required wiring |
| `scripts/ci_extract_models.py` `OVERLAY` / `EXTRA_ENTRIES` | Required CI-manifest wiring for every new model key or standalone tool |
| `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:
```sh
du -sh ~/.cache/huggingface/hub/models--<org>--<Model>*
mflux-save --model <alias> --quantize 8 --path /tmp/model-q8 && du -sh /tmp/model-q8
```

### Docs / examples

- Model README matches a recent port (e.g. Flux2): hero image, turbo + base CLI, feature section, disk warning, Notes, Training.
- Main `README.md` model table row (correct release date).
- Showcase asset if other models have one (`src/mflux/assets/`; may need `git add -f` when `*.jpg` is gitignored).

### PR description callouts

- Shared code touched and why (shared VAE, callbacks, training runner, etc.).
- Reference pipeline features intentionally **not** ported (optional preprocessors, extra encoders, components omitted from mflux weight downloads).
- Known non-parity with diffusers (RNG, sigma schedule, optional modules) if golden tests lock mflux-native sampling.

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