flux3_ai_prompt_tools

Offline Ruby library and command-line tool that validates structured prompt specifications and assembles text-to-image prompts into JSON and JSONL manifests. It does not generate images, call a model API, or send data over the network. It is an independent utility by Andy Wang and is not a Black Forest Labs product, an official FLUX client, or the flux_3_org gem.