My AI Is Slow. So I Gave It the Night Shift 🌙

说明与用途

Night Butler 自动在夜间处理银行对账单、笔记和待办事项，生成早晨页面，包含分类商户、订阅提醒、价格上涨、重复收费、异常账单、提取的待办事项、合并重复任务以及需要几次点击即可解决的未解问题。

问题

Boring paperwork such as bank statements, notes, and to‑do lists is often postponed because it is tedious.

结果

In a demo month of 100 transactions, 6 notes, and 14 tasks, Night Butler completed the night shift in 6 minutes on an Intel i5‑12450H laptop, producing a morning page that required only a short note and three clicks to review. On real data of 344 transactions over four months, it sorted 307 (89%) in 14 minutes and identified 23 unknown merchants.

工作流

• Drop bank statement CSV, notes markdown, and tasks.md into a folder before bed
• Night Butler runs at low CPU priority during the night
• It parses each file, categorizes merchants, detects subscriptions, price changes, duplicate charges, and unusual bills
• It tags notes, extracts hidden to‑dos, converts relative dates to absolute dates
• It merges duplicate tasks
• It identifies unknown merchants and asks the user three clarifying questions
• Results are saved and presented as a morning page with a short note and actionable items

证据

Night Butler is a small open‑weight model on your own computer that does your boring paperwork while you sleep.

来源

In the demo month the butler did, in 6 minutes of a laptop's spare CPU: sorted 97 of 100 transactions

来源

The model now first writes what the merchant sells, then answers a yes/no: do you actually know this business?

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The morning note first came out as "you have $97 in transactions to review" — 97 was a count.

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