shopify-admin-high-risk-order-tagger

What problem does it solve?

Prevents high-risk Shopify orders from slipping through unnoticed by automatically identifying likely fraud cases, then creating an internal review queue via order tagging and optional fulfillment holds.

Core Features & Use Cases

• High-risk order discovery: Pulls orders flagged as high-risk within a configurable lookback window (default last 24 hours) and filters by minimum order value when needed.
• Staff visibility via tagging: Adds a dedicated tag (default fraud-review) so support and fraud teams can rapidly triage affected orders.
• Optional fulfillment protection: When enabled, places a fulfillment hold on the associated fulfillment order to stop shipping until the case is reviewed and the hold is released.
• Dry-run safety: Supports dry_run: true to preview which orders would be tagged/held without executing mutations.

Quick Start

Run the skill for your store domain with dry_run set to true for the last day, then rerun with dry_run set to false to tag and place holds for the matched high-risk orders.