Builds the deliberate opposite of something you like, and iterates until the opposite is GOOD - genuinely well made, and still not yours. You learn where your taste actually ends by finding the place it stops, and a bad opposite teaches nothing because you can dismiss it on quality instead of on taste.

The team

Agent

generator

Builds the principled opposite of a named mechanism

@cf/openai/gpt-oss-120b

With image input: @cf/meta/llama-4-scout-17b-16e-instruct

Agent

evaluator

Scores craft and distance independently

@cf/openai/gpt-oss-120b

With image input: @cf/meta/llama-4-scout-17b-16e-instruct

Agent

optimizer

Pushes craft or distance, whichever scored lower

@cf/openai/gpt-oss-120b

With image input: @cf/meta/llama-4-scout-17b-16e-instruct