Port ML models into mflux/MLX with correctness-first validation, then refactor toward mflux style.
Write the PR body for the current mflux branch and show it to the developer for approval. Fills the What section, the release-note block and the Verification section of the PR template. Use when the developer asks to write, fill or update a PR description or…
Use when English text must be parsed without a human to resolve ambiguity — tool descriptions, error messages, inter-agent instructions, system prompts, status reports — and misreading has a real cost, or when text reads as dense, hedged, or easy to misparse.…
Make a clean PR in mflux (inspect diff, quick verification, commit, push, open PR) using repo conventions.
Prepare a release in mflux (version bump + uv lock; release notes are harvested from PR release-note blocks and live in GitHub Releases). Use when preparing a release branch or release PR.
Manually validate mflux CLIs by exercising the changed paths and reviewing output images/artifacts.
Remediates GitHub Dependabot alerts for mflux in one dependency-security change. Use when auditing, clamping, or upgrading Python dependencies in pyproject.toml and uv.lock, or when validating whether a branch will close Dependabot findings before opening a…
Write a hermetic "tiny" model-saving test for an mflux model — a fast twin of the slow save/load test that runs the real ModelSaver/WeightLoader/WeightApplier seam on real component classes at toy dimensions, with no downloads or image generation. Use when…