Geek Lite

geo-doctor walks a product through a full GEO loop — checkup, question sampling, fact cards, drafting and re-checking — to improve how Doubao, DeepSeek, ChatGPT and Claude describe it.

cinematic-shot turns product UI into a launch film as a chain of hero shots, fixing camera angle, focal plane, lighting and cuts instead of leaving them to the agent.