Vibe Creating Promptv0.1.0

A solo content creator has a rough idea for a moody cinematic clip but writes flat, mechanical prompts that produce generic results. They run the input through this skill to distill a strong visual anchor, single action, tonality, and video theme, then paste the rewritten prompt into Seedance or Kling for dramatically better output.

An agency copywriter receives a stylized 15-second product ad brief mixed with execution jargon like focal lengths and timecodes. The skill routes it through the S2/E2 path, offering an optional Vibe Creating version that preserves brand intent while converting technical control language into vivid, model-friendly natural descriptions.

A filmmaker wants to turn a personal memory — a grandmother's kitchen, golden-hour light — into a video prompt but only has a vague feeling written down. The skill runs the information-density check, asks for the missing visual anchor, then rewrites it into a single-scene prompt rich in emotional imagery for Veo or Sora.

A music artist sketches a three-paragraph experience flow for a music video and needs each shot handled without flattening the structure or defaulting to numbered lists. The skill preserves the multi-shot paragraph layout, keeps the user's specified music and sound-effect constraints, and rewrites each beat into a clean VC-ready prompt.

A developer building an AI video generation SaaS wants to embed this skill as a preprocessing layer so users' messy prompts get judged, cleaned, or clarified before hitting the backend model. It routes by scenario fit and expression form, asking clarifying questions only when key layers like visual anchor or action are missing.

A mobile and web app where users paste rough video ideas and receive Vibe Creating prompts for free, with a paywall on advanced features like multi-shot rewriting, hard-constraint locking, and batch processing. Targets hobbyist creators who want better Seedance/Kling outputs without learning prompt engineering.

License the skill as a white-label prompt refinement engine integrated into ad agencies', film studios', and production houses' existing workflows. It preserves brand hard constraints like dialogue and shot numbers while delivering model-ready VC prompts, reducing iteration time on client video projects.

Offer the judgment-and-rewrite logic as an API that text-to-video platforms (Seedance, Runway, Veo integrations) call to preprocess user prompts, improving output quality and retention. The routing matrix and information-density check act as a quality gate inside the generation pipeline.