1
Find a reference
The agent calls
kuchi_suggest_templates and shows you each candidate’s poster and link. You pick one in chat, or
pick a video on kuchi.kalarislabs.com and paste its link.2
Study it
The agent calls
kuchi_get_breakdown, looks at the storyboard sheets, and classifies what each shot shows against
the 14 shot kinds.3
Plan the remake
The agent calls
kuchi_plan_remake with your product details and its shot analysis. Kuchi returns a blueprint that
re-times every reference shot to your target length on whole frames, and lists the assets it still needs, such as
your logo and screenshots.4
Build
The agent builds to the blueprint’s frames, using only your product, assets and copy.
5
Check before delivery
The agent calls
kuchi_check_remake with its shot list. Kuchi flags reused brand words, borrowed assets, invented
logos or UI and timing gaps, and returns matching frame times to compare.How the frame-by-frame breakdown works
A script decodes every frame of every video and records where each shot starts and ends, how it enters, how much of the frame moves, its colors and its loudness. The same file always gives the same result, and a test checks that each video’s shots cover every frame exactly once. Shot classes such as entrance, motion level and tone come from fixed thresholds on those measurements, so they are reproducible rather than a model’s opinion. What a shot shows, such as a logo, a product screen or a chart, is a judgement, so Kuchi does not guess it. The connected agent reads it from the storyboard sheets. A curator can review a video and write labels, which then take the place of the agent’s reading for that shot. Labels stop being served if the video is re-measured and its shots change.Rules every remake follows
- Copy the reference’s motion and taste: timing, transitions, layout and color balance.
- Take everything on screen from your product.
- Never reuse the reference’s brand, footage or music.