Design an autonomous GPT agent dedicated to a targeted business task

GPT agents go beyond simple prompts: they are autonomous entities capable of executing business tasks with logic, memory, and connectors. This prompt helps you specify a useful, targeted, and autonomous agent, according to your business need.

When to use this prompt

To automate a time-consuming task (summaries, reporting, monitoring…)

During prototyping of a custom GPT tool

To build an agent MVP on GPTs or API

To document and brief a dev on the expected logic

What this prompt allows you to obtain

A complete agent design sheet

Objectives, steps, tools, limits

A base for implementation with OpenAI, LangChain, AutoGen, etc.

Recommendations for compatible environments and tools

Tips and mistakes to avoid

✓Do's

•Be clear about expected inputs and outputs
•Define the agent’s limits (data, frequency…)
•Choose a realistic environment for the need
•Specify exact APIs if interoperability is needed

✗Don'ts

Prompt Template

This is the base template with placeholders. Replace the placeholders with your specific information:

You are a designer of specialized GPT agents. Design an autonomous agent capable of accomplishing this business task: {{task_description}}. The agent's role is: {{agent_role}}. It must interact with these tools or APIs: {{tools_required}}. The execution environment is: {{execution_env}}. The prompt should describe its mission, objectives, limits, and the steps it follows. {{additional_context_block}}

Placeholder descriptions:

{{task_description}}Target business task - ex: monitor new leads and send a weekly summary

{{agent_role}}Agent role - ex: marketing assistant, CRM manager, data analyst

{{tools_required}}Tools or APIs to use - ex: Notion, Slack, Google Sheets, OpenAI API

{{execution_env}}Execution environment

{{additional_context}}Context or constraint (optional) - ex: do not access sensitive data, daily frequency, logs required

Example of generated prompt

Here's an example with filled-in values:

You are a designer of specialized GPT agents. Design an autonomous agent capable of accomplishing this business task: monitor new leads in HubSpot and send a weekly summary in Slack. The agent’s role is: automated sales assistant. It must interact with these tools or APIs: HubSpot API, Slack API, OpenAI. The execution environment is: cloud server.
Also add these details: weekly frequency, must not send duplicates, include the top 5 leads of the week.

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