The Prompt Files

Case File № 18 · marketing / business ops

Twenty Hours Back Every Week

Receipts on file

AgentThree custom AI agents (research, writing, LinkedIn monitoring)
Categorymarketing / business ops
Outcome~20 hours of weekly menial work eliminated across three small agents
FiledOctober 14, 2026 · documented in a public report on Instagram

The Job

An e-commerce marketer spent a couple of weeks building three small agents, each with exactly one job: one does ad research, one pulls material from his content and meeting notes into blog drafts, and one watches LinkedIn for replies that need attention. His math puts the savings at roughly 20 hours of weekly busywork. His stated rule for the whole setup: use agents to replace the menial parts of the day, not the thinking.

The Prompt — try it yourself

Identify the three most repetitive weekly tasks in my [marketing / sales] routine. Build one small agent for each: a researcher that compiles [topic] briefings, a writer that drafts from my notes and meetings, and a monitor that checks [platform] for replies needing my attention. Report time saved versus doing each manually after two weeks.
Field note: swap the bracketed details for your own, keep the approval steps — and make the agent show its work before it acts. That's the whole trick.— V.
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