| name | prompt-factory |
| description | Write GPT Image-ready ecommerce product photography prompts from a Brand Shoot Kit shot list and product preservation brief. Use for prompt packs, negative constraints, reroll instructions, and category-aware generation guidance. |
| metadata | {"openclaw":{"emoji":"🏭","user-invocable":true,"primaryEnv":"OPENAI_API_KEY","requires":{"bins":"[Truncated]","env":"[Truncated]"}}} |
Prompt Factory
Turn a shot list into operational image prompts that preserve the product.
Each Prompt Must Include
- use case + aspect ratio
- scene and composition
- product placement/scale/handling
- preservation rules
- negative constraints
- specific reroll instruction tied to likely failure
Avoid
- generic luxury/minimal prompt sludge
- vague “cinematic” adjectives without composition
- fake claims or extra packaging text
- too-small product in commerce shots
Use scripts/generate-images.py --packet <packet> for dry-run/live generation manifests.
Executable module owner path:
scripts/modules/prompt_factory.py --packet <packet-dir> -> prompts.json
