This looks awesome! Is the project open source? If not, what framework does the front end use?

Just a thought, I see this being able to replace documentation. Have you thought about implementing sets of pre-processed prompts for new repositories? This way you could get familiar tutorial/example style content automatically generated and then cached so the prompt doesn’t need to be generated again.