Product Photoshoot
Turn real catalog images into publish-ready product photography while preserving silhouette, materials, logo, packaging, and colorway. The GooseWorks backend uses the same generation, fidelity review, and retry pipeline as its Product Photos studio.
Prerequisite
This workflow requires the GooseWorks MCP tools. If they are unavailable, tell the user how to install the GooseWorks MCP connection and stop before generation.
Workflow
- Resolve the brand with
list_ad_brands and the product with list_brand_products.
- If the product is missing, use
import_product with a product URL, Shopify store, or public image URL. Poll get_product_import; do not re-submit an in-progress import.
- Clarify the intended image: studio, lifestyle, on-model, close-up, setting, aspect, and count. Do not invent product attributes.
- Call
estimate_product_photos and show the user the credit estimate. Confirm count and quality before spending.
- Call
generate_product_photos with the chosen product, category, controls, count, quality, and optional prompt. Human model imagery requires the user's rights attestation.
- Poll
get_product_photo_generation until complete, partial_failure, or failed. Do not submit a duplicate while it is running.
- Show every result and status. Let the user choose the keepers; use
approve_product_photo only for selected results and archive_product_photo for rejected ones.
Tool map
- Brand and catalog:
list_ad_brands, list_brand_products, import_product, get_product_import
- Cost and generation:
estimate_product_photos, generate_product_photos, get_product_photo_generation
- Results:
list_product_photos, approve_product_photo, archive_product_photo
Rules
- Ask before spending credits.
- Approved photos become reusable brand creative inputs; unapproved photos do not.
- A fidelity-flagged output may be shown for review but must not be described as approved.
- Never imply that a generated person is a real customer or spokesperson.
1---2name: product-photoshoot3description: Create faithful studio, lifestyle, and on-model product photography through the GooseWorks Product Photos workflow, then approve selected results for reuse in future creative work.4---5
6# Product Photoshoot
7
8Turn real catalog images into publish-ready product photography while preserving silhouette, materials, logo, packaging, and colorway. The GooseWorks backend uses the same generation, fidelity review, and retry pipeline as its Product Photos studio.
9
10## Prerequisite
11
12This workflow requires the GooseWorks MCP tools. If they are unavailable, tell the user how to install the GooseWorks MCP connection and stop before generation.
13
14## Workflow
15
161. Resolve the brand with `list_ad_brands` and the product with `list_brand_products`.
172. If the product is missing, use `import_product` with a product URL, Shopify store, or public image URL. Poll `get_product_import`; do not re-submit an in-progress import.
183. Clarify the intended image: studio, lifestyle, on-model, close-up, setting, aspect, and count. Do not invent product attributes.
194. Call `estimate_product_photos` and show the user the credit estimate. Confirm count and quality before spending.
205. Call `generate_product_photos` with the chosen product, category, controls, count, quality, and optional prompt. Human model imagery requires the user's rights attestation.
216. Poll `get_product_photo_generation` until `complete`, `partial_failure`, or `failed`. Do not submit a duplicate while it is running.
227. Show every result and status. Let the user choose the keepers; use `approve_product_photo` only for selected results and `archive_product_photo` for rejected ones.
23
24## Tool map
25
26- Brand and catalog: `list_ad_brands`, `list_brand_products`, `import_product`, `get_product_import`
27- Cost and generation: `estimate_product_photos`, `generate_product_photos`, `get_product_photo_generation`
28- Results: `list_product_photos`, `approve_product_photo`, `archive_product_photo`
29
30## Rules
31
32- Ask before spending credits.
33- Approved photos become reusable brand creative inputs; unapproved photos do not.
34- A fidelity-flagged output may be shown for review but must not be described as approved.
35- Never imply that a generated person is a real customer or spokesperson.
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