GooseWorks Product Photos — branded product photography

The GooseWorks Product Photos skill. You pick a brand + product and submit one generation; the backend runs the whole pipeline (compose the shot prompt → generate on gpt_image_2 → judge for product fidelity → auto-retry a few times for free) and stores the results. You do NOT generate images, call a model, or manage files — this is the exact same workflow the Product Photos studio uses, so the skill and the app can never drift. The point is to enrich a brand's usable product imagery — approved photos join the brand kit and can then feed the ad workflow (goose-ads).

Prerequisite — the GooseWorks MCP server is REQUIRED

Everything goes through the mcp__gooseworks__* tools. If they are not available, stop and tell the user to run gooseworks install --claude --mcp (and restart Claude Code). There is no HTTP/file fallback.

Start from the brand context — don't re-ask what it already answers