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The AI Agent Playbook

How to go from asking AI questions to handing it whole jobs. What an AI agent does that a chatbot doesn't, where to find one, and the prompt that picks your first three agent jobs and writes the brief.

The number. Among small business workers who use AI, 64% mainly use it to draft, summarize and brainstorm. Just 6% use it to automate workflows with minimal human involvement.

Source: Main Street AI Monitor, U.S. Chamber of Commerce Foundation with Ipsos, 2026. 1,070 people working at US businesses with 2–499 employees.


Chatbot vs. agent

A chatbot answers your questions. An AI agent takes a job, makes the plan and does the steps: it researches, works through your files and apps, builds the document, and hands you finished work.

Chatbot Agent
You give it A question A job with a finish line
It handles Ideas and drafts The plan and the execution
You get back Text to copy somewhere The finished spreadsheet, deck or document
Your part Every next step Approving the moments that matter

đź“‹ Paste this into your AI

Copy this into ChatGPT or Claude and fill in the two brackets. It takes a minute.

I run [type of business — e.g. a cleaning company]. The work that eats my week is [the tasks — e.g. quotes, scheduling, chasing invoices, posting content]. Build me my AI agent playbook:

  1. The three jobs from that list an AI agent could take from start to finish, ranked by hours saved each week.

  2. For the top job, the brief I’d hand the agent: the finished result, the files and apps it needs, the steps in order, and the points where it must stop and ask me first.

  3. What I should check before its work reaches a customer.

  4. How to run the same job again next week without rewriting the brief.

Keep it plain and specific to my line of work. Then ask me the three things you’d need to know to make it fit my business exactly.

What comes back is your first agent job, briefed and ready to hand off.

Where agents live

  • ChatGPT: select Work instead of Chat (on the desktop app, it’s the toggle at the top). It works across your connected apps and files, returns finished documents, spreadsheets and decks, and can repeat a job on a schedule. Every plan gets it on desktop; Plus and up on web and mobile.
  • Claude: on a paid plan, ask for the job in any conversation. Claude now decides when to work as an agent. If yours still shows a Cowork option in the message box, select it. The desktop app is the one that can reach the files on your computer.

The three traps

  • A question isn’t a job. “Help me with marketing” gets you a chatbot answer. “Turn my last ten reviews into five posts and save them in this folder” gets you finished work.
  • It asks before it acts. Keep it that way. Both ask before important steps by default, like a payment or a booking. Both warn about instructions hidden in a website or email the agent reads. Anthropic’s words: “the chances of an attack are still non-zero.” Keep approvals on for anything that sends, pays or deletes, and never paste a password into the chat.
  • Scale one job before the next. One job an agent runs well every week beats ten half set up. Get the first one right, then brief the second.

Start this week

  1. List the week. Every task you did more than once last week.
  2. Paste the prompt. Get your top three agent jobs and the brief for the first.
  3. Hand it off. Give that brief to ChatGPT Work or Claude today, approve its plan, and check what comes back.

Let's work together

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