01
Step 1
Start with original image files, requested edits, reference appearance and intended output size.
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Spark playbook scenarios · Spark: AI Store Assistant
Add clear annotations to verified product details
Existing product photos need consistent presentation while retaining accurate product details. In this case, the immediate task is to add clear annotations to verified product details. The workflow should produce an editing brief or edited files when tools are available, using the merchant's actual records and constraints.
Topic
Product Image Editing
Target keyword
product image annotation tool
Copyable AI prompt
A prompt you can drop directly into Spark
First replace every [bracketed] placeholder with real store scope and constraints, then add any actual records or data you have, and paste it into your preferred AI assistant or Spark agent. Spark will follow this page's workflow to produce structured output and verification steps.
ai-prompt.txt
Act as a Shopify operations specialist.
Help me add clear annotations to verified product details.
My store context is [describe the business, products and target audience].
My scope is [specify the affected products, pages, customers or reporting period]. Use these inputs: [provide original image files, requested edits, reference appearance and intended output size]. Apply or specify only the requested edits, preserve product identity and compare the result with the original for color and detail changes.
Return an editing brief or edited files when tools are available for the specified task.
Show the relevant evidence or before-and-after examples and explain how I can verify the result.
If essential data is missing, ask for it and mark unsupported conclusions as unknown.
Do not invent metrics, product claims or customer facts.
For any publication, message, account or store change, use only connected tools within my explicitly authorized scope and report success only after verification; otherwise provide the draft or proposed steps.Scenario & problem
When does this scenario usually come up?
Start with the business context, the trigger, and the expected output before moving into the execution steps.
Existing product photos need consistent presentation while retaining accurate product details. In this case, the immediate task is to add clear annotations to verified product details. The workflow should produce an editing brief or edited files when tools are available, using the merchant's actual records and constraints.
How to solve
A recommended resolution workflow
Split the work into input, judgment, and deliverable phases. Verify each step's output before moving to the next.
02
Step 2
Apply or specify only the requested edits, preserve product identity and compare the result with the original for color and detail changes.
03
Step 3
Deliver an editing brief or edited files when tools are available; verify the result against the supplied records and identify unresolved inputs.
FAQ
Common questions when running this scenario
Cover decision rules, frequent misunderstandings, and required inputs so the team aligns on prerequisites before execution.
Can enhancement change the apparent product color?
Yes. Strong lighting or color corrections can change the impression of the item, so the result should be checked against a reliable reference.
Why preserve an original copy?
It allows comparison and restoration if an edit removes detail or changes the product's appearance.
What information is needed to investigate this use case?
Start with original image files, requested edits, reference appearance and intended output size. These inputs establish the relevant scope and help separate an actual issue from missing information or an unsuitable comparison. Without them, the result should remain a proposed approach rather than a confirmed diagnosis.
Related scenarios
Continue with adjacent or same-topic scenarios
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Next step
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