Showcase project
VibeViral
A web-driven short-form video workflow that turns a client brief plus uploaded media into a reviewable vertical MP4 inside the existing VibeMeeting spine.
Short-form commerce video ops
Client asset intake
Deterministic video assembly
Local captions and voice
Reusable UGC patterns
Local-first
Client-upload flow
Vertical MP4
UGC engine
public_full
VibeViral is the product shell for client video jobs. The client uploads media and brief context, the UGC engine interprets the creative lane, then the local pipeline generates scripts, captions, voiceover, edit package, and final MP4 without creating a second app or a second brain.
Flow path
1
Client brief and media upload
2
Creative lane and hook selection
3
Local captions and voiceover
4
Deterministic render and review
Modules used
VIBEPROJECT
active
Owns the client job, state, and delivery review path.
VIBEMEETING
active
Keeps continuity, memory, and project truth in the same spine.
VIBEAI
active
Supports creative structure, caption timing, and local voice-led output.
Success criteria
A client job can move from uploaded media to rendered vertical MP4 inside the normal project flow.
Captions and French voiceover are generated locally without paid production tooling.
The same project truth can be reused across future UGC video clients.
Insights
The real bottleneck is not ffmpeg rendering. It is turning a client brief into a believable first 6 seconds.
Reusable UGC patterns matter more than one-off prompt experiments.
Local captions, local voice, and deterministic render raise delivery quality before heavier video AI is needed.