amcs-prompt-composer

Compose a render-ready prompt by merging validated style specifications, lyrics, and production notes into a single prompt that adheres to engine-specific character limits and policy constraints. The Skill automatically assembles meta headers, formats tags, normalizes influences, and embeds lyrics with section tags, then validates against engine limits before output.

The Skill enforces character limits and logs constraint violations in an issues list. If your composed prompt exceeds engine limits, the issues list identifies which sections violated constraints so you can adjust inputs before passing to the render stage.

Policy-aware normalization automatically handles living artist influences according to your policy settings. The Skill applies the required transformations during composition, ensuring your final prompt complies with policy constraints before validation and rendering.

Yes. The Skill produces structured prompt sections tagged by song part—Intro, Verse, Chorus, Bridge, Outro—and embeds lyrics with required section tags. Custom tag formatting normalizes across engine expectations and policy requirements during composition.

Provide validated style specifications, lyrics, production notes, engine limits, and a seed value. The Skill processes these as inputs after STYLE, LYRICS, and PRODUCER nodes are complete, then outputs a composed prompt and issues list ready for validation.

Tag orchestration assembles influences, genres, and instrumentation while resolving conflicts to fit within engine limits. The Skill normalizes overlapping tags and prioritizes them according to engine specifications, producing a conflict-free tag set in the final prompt.