I spent unnecessary money trying to get Gemini 2.5 Pro Max and Sonnet 3.7 Max to create file attributes for projects and apply them to a new folder. Two things came of it:

  • Premium tool calls — $15 in total. Totally wasted money.

  • I made no real progress and ultimately just created a boilerplate template instead.

  • The boilerplate worked with only minimal edits.

The only positive from the experience is that I managed to completely revamp the UX for my image generation projects.