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Inbox to Decision Queue

Reduces a backlog of messages to the small number of genuine decisions inside it, with a draft reply for each of the rest.

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CategoryProductivityForOperators, Founders, SolopreneursTested onClaudeChatGPTGemini

Running it, start to finish

  1. Paste the messages along with your role and who you can delegate to.
  2. Handle the decisions bucket yourself; it should be short.
  3. Edit and send the drafts, filling every CONFIRM placeholder.

What you get back

The output this produces, every time.

  • Isolates the handful of items that genuinely need your judgement from everything that does not.
  • Drafts the replies, forwards and declines in your voice, leaving explicit placeholders where a real commitment is needed.
  • Surfaces the oldest unanswered messages regardless of which bucket they landed in.

Getting better results

Where this usually goes wrong, and how to avoid it.

  • Give it a real tone sample. Paste two or three of your actual sent messages. A described tone produces generic drafts; a demonstrated one produces sendable ones.
  • Never send a CONFIRM draft unedited. The placeholders mark exactly the places where the model would otherwise have invented a date or a number on your behalf.
  • Look hard at the declines. They are the highest-value output here. A backlog is mostly requests nobody wanted to say no to at the time.

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Written for The AI University. Every prompt in this library is original work — authored, tested and revised here, not collected from elsewhere. 365 of them, free with an account.