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🧮 Day 9 of 30 · Week 2 · Practice Workflows
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The Shoebox Organizer

Categorize a messy expense narrative.

✦ Chaos → categorized schedule✦ Hours of sorting, gone✦ Client cleanup, accelerated
⏱️ 5 minutes🧰 Today’s instrument: Claude📚 Data structuring

📖 Today’s lesson

Lesson 9: Chaos in, structure out.

Imposing order on a client’s expense chaos is pure pattern work — the model categorizes instantly and flags what needs a human question.

Why this matters: Every practice has the shoebox client. Categorization used to be an afternoon of staff time; now the first pass takes a minute, and your review handles the judgment calls the model flagged.