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Turn Images Into Prompts

Turn client reference images into draft prompts for review

Use this Agent instantly or customize it - no programming needed

Draft an image prompt for client approval
Reads
  • Client request
    Client request

    Your Ready request links the reference and tells the Agent what look you want.

  • Reference image
    Reference image

    Your linked image shows the visual details that should guide the new artwork.

  • Prompt rules
    Prompt rules

    Your prompt rules set the format and any styles or details to avoid.

Task manager
Task manager

Your task manager starts each run when a request reaches Ready and holds the prompt for approval.
Task manager
File storage tool
File storage tool

Your file storage tool holds the linked image so its visible details can guide the prompt.
File storage tool
Does this task already have a prompt for this request and reference?YesNo
Stop without posting another prompt
Is the linked reference missing or unreadable as an image?YesNo
Ask for a usable reference on the request task
Writes
  • Request for a usable image
    Request for a usable image

    Your task gets the exact image issue and a request for a usable reference.

Do the requested look or subject conflict with the reference?YesNo
Ask which direction to follow on the request task
Writes
  • Clarifying question
    Clarifying question

    Your task gets a specific question about the conflict between the reference and requested look.

Post the draft prompt and ask for approval on the request task
Writes
  • Draft prompt for approval
    Draft prompt for approval

    Your task gets one prompt tied to the reference, with a request to approve the look.

This Agent waits for a client request to reach Ready. It inspects the linked image and reads the requested look. It posts a draft image prompt on the task for approval.

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Made for your industry

Turn Images Into Prompts is made for businesses in these industries.

Made for your role

Turn Images Into Prompts is made for people in these roles.

Made for your department

Turn Images Into Prompts is made for people in these departments.

How Turn Images Into Prompts works

4 steps, in order, on every run.

  1. Read the client requestRead the requested look and image link when the task reaches Ready. Ask for a usable reference if the link is missing.
  2. Inspect the reference imageInspect the image's subject and framing. Capture its colors and lighting for the draft prompt.
  3. Write the image promptWrite a prompt from the image and client's requested look. Ask a specific question if they conflict.
  4. Post the prompt for approvalPost the draft and reference link as a comment on the request task. Ask the client or producer to approve the proposed look.

How to Get Started

Connect your tools

Connect the tools you already use, such as Google Drive, Airtable or monday.com.

10 tools
Set your rules
  • Choose the client image prompt project and its Ready section.
  • Give the Agent access to the shared reference images linked from request tasks.
  • Set a prompt format and any standing limits on details or styles the team should avoid.
Launch the Agent

Use safe mode to approve every result before it goes out, or let the Agent run automatically.

FAQs

Frequently asked questions about the Turn Images Into Prompts:

Can I choose the prompt format and styles to avoid?

Yes. You choose the prompt format and any standing limits on details or styles during setup.

What happens if the image link does not work?

The Agent comments on the request task with the specific issue. Your client or producer can provide a usable reference there.

What if the reference conflicts with the requested look?

The Agent asks a specific question on the request task. Your client or producer can clarify the look before the prompt is drafted.

Will it post the same prompt twice?

No. If the task already has a draft for the same image and request, the Agent skips a duplicate comment.

What happens when the Agent is unsure?

It stops and asks you. The Agent does not guess when it reaches a decision you have not approved.

Can I review its work?

Yes. Every run creates a plain-language log that you can review and export. Logs are kept for twelve months.

What happens if I cancel?

The Agent stops at the end of the billing month and its tool connections are removed. Your run logs remain available for twelve months.