Workflowai-assistedoperator-reviewcatalog-generation

    Prompt-To-Product Release Loop

    Operator prompt inputs and catalog defaults become product drafts, generated image assets, release records, and reviewable storefront output. This workflow is the proof layer for how AI-assisted product creation stays inspectable instead of becoming a black-box generation step.

    Context

    This workflow is part of RPS Digital P3 Intake Archive project.

    Workflow

    Prompt-To-Product Release Loop

    5 steps
    1. Generate product metadata, preview assets, and release artifact evidence
      subprocess
    2. Human operator reviews naming, image quality, and publish readiness
      decision
    3. Collect source prompt, catalog defaults, and operator intent
      action
    4. Write release record and source packet for downstream storefront use
      action
    5. Check storefront screenshot evidence and product listing behavior
      action

    Related notes

    Note

    prompt-to-product

    Source Summary Prompt-to-Product Describe the artwork you want and the app generates a product draft with metadata and assets. Create a product from a prompt...

    Note

    api.prompts

    Source Summary import { json, type ActionFunctionArgs } from '@remix-run/node'; import { randomUUID } from 'node:crypto'; import path from 'node:path'; impor...