Transparency for the Machine Age.

Generate a "vibe" report for your AI-assisted contribution.

How much of the code volume was generated vs. manually crafted?

all machine mostly machine 50/50 mostly human all human

How thoroughly did you vet the AI's output?

How familiar are you with the languages, libraries, and problem space?

How confident are you in this contribution?

Any specific concerns or areas the reviewer should double-check?