loopgen

Compose a repo-specific, /goal-ready loop prompt from a primitive vocabulary — loopgen writes the weather, not just the target. Classifies a task to its nearest archetype (frontier / goal / story / greenfield), composes the prompt from primitive values — defaulting to the archetype, diverging where the task demands — and emits with provenance. Also diagnoses a drifting loop. Triggers: '/loopgen', 'derive a loop for X', 'make me an overnight loop', 'close the findings in X', 'fix the bugs by morning', 'push a benchmark with a loop', 'walk the storyboard', 'build out an idea from zero'.