AI Prompt Generator for AI Agent Personas
10 fill-in-the-blank role-play prompts for ChatGPT, Claude, and Gemini — business strategy, research, career coaching, and workflow planning. Fact-checked note: these are structured prompts, not autonomous AI agents.
Fill in the blanks below — each prompt updates live. These work the same in ChatGPT, Claude, and Gemini; nothing here is tied to one specific model.
How it works
Every prompt below is a single-turn role-play instruction — fill in the brackets, paste it into ChatGPT, Claude, or Gemini, and get back a structured plan in one reply. None of them turn a chat model into an autonomous "AI workforce": a role-play prompt doesn't browse, click, or act on your behalf between the moment you send it and the moment it replies back.
Real agentic products already exist and do act autonomously across multiple steps — OpenAI's ChatGPT Agent (built on its Atlas browser) can operate a browser and desktop apps across a task, Google exposes computer-use and agentic tooling through Gemini's Enterprise Agent Platform and API, and Anthropic's Claude Agent SDK and Claude Code plan and execute multi-step coding and research tasks using tools on their own. What's below isn't that — it's ten well-structured prompts that make a single reply from a chat model more thorough and less generic, which is genuinely useful on its own. It's just a different thing from an autonomous agent, whatever a persona named "Agent" implies.
Fill in every bracket you can — a prompt loaded with your actual numbers, competitors, and timeline produces a far more useful first draft than one left half-empty. Anything you skip stays as an explicit placeholder in the copied text, so you don't accidentally send it blank.
FAQ
Do these prompts turn ChatGPT, Claude, or Gemini into real AI agents?
No. Each one is a single-turn role-play prompt — you paste it, the model replies once, and that's it. A real AI agent plans and takes multiple autonomous actions using tools without a new prompt for every step, the way OpenAI's ChatGPT Agent or Anthropic's Claude Agent SDK / Claude Code do. These prompts make one reply more structured and thorough; they don't make the model act on its own afterward.
What's the actual difference between a prompt and an AI agent?
A prompt produces one response to one request, then stops. An agent decides what to do next based on what it just found, calls tools — browsing, code execution, file access — across multiple steps, and keeps going until the goal is met or it needs your input. The 10 templates here are prompts, not agents, however business-focused their personas sound.
Do these prompts work the same in ChatGPT, Claude, and Gemini?
Yes. None of them are model-specific — they're plain-language role-play instructions with fill-in-the-blank placeholders, and they read the same way regardless of which chat interface you paste them into.
What are the bracketed placeholders like [Business] or [Goal] for?
Each one marks information only you have — your industry, budget, timeline, or goal. Fill them in below and the prompt updates live; anything left blank stays as an explicit placeholder in the copied text, as a reminder to fill it in before you send it.
Can I trust the output as real business or career advice?
Treat it as a structured first draft, not a final answer. The model has no information about your business, market, or career beyond what you type into the blanks, and it can be confidently wrong about anything else. It's a fast way to organize your own thinking — verify the substance before acting on it.