appautomaton/mlx-speech

auto-eng-review

Optional engineering go/no-go on a plan. Use when execution safety needs review before implementation.

auto-execute

Implement approved plan slices. Use as the execute-stage entry point.

auto-frame

Turn a request into a bounded SPEC.md, with as much conversation as it needs. Use to start a change that spans sessions or needs agreed scope.

auto-plan

Turn an approved spec into ordered slices. Use when framing is accepted and planning begins.

auto-resume

Recover active change and next action from artifacts. Use on fresh session with existing work.

auto-execute

Implement approved plan slices. Use as the execute-stage entry point.

auto-frame

Turn a request into a bounded SPEC.md, with as much conversation as it needs. Use to start a change that spans sessions or needs agreed scope.

auto-plan

Turn an approved spec into ordered slices. Use when framing is accepted and planning begins.

auto-verify

Verify completed plan against acceptance criteria. Use after all slices are executed.