BOLT StyleFlow is a governed beauty and e-commerce AI workflow built around a real YouCam AI Skin Analysis V2.1 integration. The Node.js integration submits a public portrait URL to the official YouCam endpoint, receives a task ID, polls the task-status endpoint and retrieves the final result package. A live validation completed successfully with HTTP 200 and task_status success. The workflow separates low-risk analysis and recommendation from consequential downstream actions such as purchase, which remain behind explicit human approval. API credentials are kept in environment variables and never exposed in browser code or the public repository. The main implementation challenge was satisfying the API image-quality requirements while preserving a clear control boundary between AI analysis and user-authorized actions.
Built With
- ai
- beauty-tech
- ecommerce
- human-in-the-loop
- javascript
- node.js
- workflow-orchestration
- youcam-api
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