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Mine three years of Amazon orders for HSA receipts with Muse

WorkedEvidence: Described by posterPosted Last checked

Muse paged ~705 Amazon orders for Frank Chu, flagged HSA items, and returned 28 renamed invoice PDFs.

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Prompt

Recreated prompt

The source didn't share its exact prompt, so we wrote one from what it describes. The result shown is the source's, not ours.

What the prompt labels mean

The person didn't share their exact words, so we wrote this from what they described. We haven't tested it, and they didn't use this exact version.

Go through my Amazon order history from late 2023 through now. Flag HSA-eligible items such as sunscreen, thermometers, bandages, and reading glasses. Download each invoice PDF, rename it YYYY-MM-DD-product, and hand over one download folder for me. Do not buy anything.

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Optional stronger version

Our rewrite with extra checks. The poster didn't test it.

Before you start, ask me 1–3 short questions about the details below and wait for my answers. Once I've answered, confirm the plan in one line and run the whole task start to finish.

Goal: Collect HSA-eligible Amazon invoices into a dated download folder.

Questions to ask me first:
- What date range and marketplace account?
- Which item types count as HSA-eligible for me?
- Where should the folder be saved?

Inputs (fill in or confirm):
- Range: [LATE 2023–NOW]
- Eligible examples: [SUNSCREEN / …]
- Output: [FOLDER PATH]

Rules:
- Read-only on purchases; never reorder.
- Rename files consistently.
- Skip non-eligible orders without downloading.

Checkpoint: After the first 20 orders, show a sample of flagged items for approval.

If you get stuck: If an invoice PDF will not download, log the order id and continue.

Verify before you finish: Folder contains only flagged invoices with the naming pattern.

Output: Folder of renamed invoice PDFs plus a short index.

Done when: I can submit the receipts to my HSA admin.

AI tool

Muse

Outcome

Frank Chu asked Muse to page through about 705 Amazon orders from late 2023 through 2026, flag HSA-eligible items (sunscreen, thermometers, bandages, reading glasses), download 28 invoice PDFs, rename each YYYY-MM-DD-product, and hand over one download folder. Chu’s time on the job was one sentence versus an estimated multi-hour manual click-through. Muse pulled the receipts without placing new orders.

Evidence: Described by posterThe person describes what happened in words, without screenshots or video.

Source

Posted
by frank chu
Last checked
Method:
How we verify

https://dev.to/frankchu/i-dont-chat-with-my-ai-assistant-i-run-my-household-with-it-1h8j

Context: Same DEV household post as the school-email standing rule.

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