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My agent sorted my 2,527 card collection into 61 deck roles for 22 cents

A Magic player built a collection manager with AI and needed every card sorted by what it does in a deck, not by the words on it. The AI ran his whole collection, 2,527 different cards, through a classifier that gave each card a fit score for 61 roles like ramp and card advantage. It took minutes and cost about 22 cents, and the AI wrote the method into a reusable skill for next time.

How it works

  1. He defines 61 deck roles
  2. The AI runs all 2,527 cards through the classifier
  3. Each card gets a fit score per role
  4. The AI saves the method as a skill he can reuse

Why it’s worth knowing

Sorting cards by meaning, not keywords, is judgment work. It covered his whole collection in minutes for less than a quarter.

Where it’s from

Summarized from a public post on reddit.com. See the original ↗

Upgraded prompt

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Every idea is a real post from someone who tried it, summarized in our words, with a link to the original. App names are swapped for plain words.