A jewelry designer asks for advice on building an AI agent that can automate repetitive parts of their creative workflow, such as concept validation, prompt generation, and file organization, rather than only generating ideas.
Hi! At the risk of getting hate for being a designer who uses ai I’m hoping for advice on building a more useful agent I’m a jewelry designer working in mass produced conceptual jewelry, & I’m currently the only designer left on my team. I’ve spent about a year using ChatGPT to help with trend tracking, concept development, prompt refinement, & organizing seasonal product ideas I recently set up an agent training it on all my past designs, but I’m realizing a lot of what it does is basically what ChatGPT was already doing for me manually: trend summaries, concept lists, & general ideation. That’s helpful, but it doesn’t solve the bigger issue at hand What I really need is an agent that can help **run more of the workflow**, not just suggest ideas Ideally, I’d want it to: \-help pressure test which concepts are actually worth pursuing \-ask smart follow-up questions based on design/manufacturing constraints \-turn chosen concepts into stronger image-generation prompts \-prompt ChatGPT/image generation for me \-generate multiple concept directions \-organize the results by theme/concept \-compile the images into folders or some kind of usable reference system \-help me avoid spending hours manually prompting, saving, sorting, & re-prompting The goal isn’t to replace the design work. I still need to make the creative calls. I just need help automating the repetitive parts because I’m spending an insane amount of time each week manually feeding prompts back & forth just to figure out which ideas are feasible enough to develop. Trust me I wish I was back in the days or sketching but they aren’t accepted in my job anymore Has anyone built something like this? Is this possible with a custom GPT/agent setup, or would I need something more like an automation tool? I’m especially curious about the image generation & file organization. I’d love to get to a point where I can give it a theme or direction, have it generate prompt sets, run the image concepts, & save then organize everything without me manually babysitting every step Any advice on how to structure this would be hugely appreciated. I’m trying to make this into an actual working creative assistant, not just another idea generator
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