SkillChain: Closing the Loop on Skill Evolution for Image-Based E-Commerce AI Assistants

In three linesSkillChain automates skill evolution for multimodal e-commerce AI assistants. The system manages three stages: Skill creation from task specs, routing optimization, and iterative refinement via dual-path LLM-Judge evaluation. Deployed at production scale, it improves structural compliance and content quality, confirmed by A/B testing on user engagement.

Summary generated by Claude — human-verified