Concierge Selftest: Suppressing Duplicate AI Card Production

说明与用途

Concierge Selftest 有效防止 AI 卡片重复生成，节省资源并简化操作员工作量。

问题

AI-generated cards were being produced redundantly, wasting compute, cluttering UI, and confusing operators.

结果

Duplicate suppression prevented redundant card creation, saving compute cycles, reducing UI clutter, and lowering operator workload.

工作流

• Generate unique ID for each proposed card
• Check proposed ID against registry of produced cards
• If ID exists, flag as duplicate and suppress creation
• Log suppression event with details
• Proceed with first successful card creation

证据

duplicate suppressed (redundant drafters collapse) — {"ok":true,"duplicate":true,"existing":"064139fe48f3bd02"}

来源

ok a Telegram card was produced — draft 064139fe48f3bd02

来源