Reviewed AI Response

Generate polished AI text with a built-in review pass. Use it in Breyta, call it over HTTP, or connect it as an MCP tool without adding your own OpenAI key.

Generated interface illustration showing a draft response becoming a reviewed final response

Created by Chris Moen • Version 5 • 10 steps

Use this app

What you get

  • Generate polished AI text with a built-in review pass. Use it in Breyta, call it over HTTP, or connect it as an MCP tool without adding your own OpenAI key.

Integrations

  • openai

How it works

  • Normalize input
  • Generate first response
  • Read first draft
  • Review first response
  • Read first review
  • Revise response
  • Read revised draft
  • Review revised response
  • Read final review
  • Summarize reviewed response

Generate reviewed AI responses from Breyta, HTTP, or MCP

Create polished AI text for a specific audience, use case, and task. The app drafts the response, reviews it with a second AI pass, and revises once when the review says it needs work.

What you get

  • A clean Markdown response ready to use
  • JSON metadata with status, iterations, quality score, reviewer notes, and final response
  • A built-in quality review before the final answer is returned
  • Manual, HTTP, and MCP interfaces for workflows, apps, and agents

Setup

No OpenAI API key is required from the installer. The OpenAI connection is provided by the app author.

You only need access to this paid Breyta app and three inputs: audience, use case, and task.

Pricing

The 50 run pack costs $9 and includes 50 successful runs. The first five successful runs are free trial runs.

Usage is counted per successful run. Failed, cancelled, timed-out, and terminated runs do not consume the run allowance.

Inputs

  • Intended audience: who the response is for
  • Use case: where the response will be used
  • Task: what the response should create

HTTP and MCP use

Use the HTTP interface when you want a simple API call from another service. Use the MCP tool when you want an agent to generate reviewed text through a tool call.

The MCP tool name is generate_reviewed_ai_response.

Output

The run returns a readable Markdown response plus structured JSON metadata. The response can be used directly in a workflow, app, internal tool, or another agent call.

FAQ

What does the Reviewed AI Response app do?

Reviewed AI Response is an automated workflow that generates high-quality text by putting every draft through a multi-stage review process. It uses a structured sequence to write, critique, and revise content so you get a polished final result.

How does the multi-step review process work?

The app follows a ten-step process that includes initial generation, two separate quality review passes, and a final revision. It normalises your input and summarises the final version to ensure the output meets your standards.

Which AI services does this workflow use?

This app uses OpenAI to power its text generation and review steps. You don't need to provide your own OpenAI API key to start using the tool within Breyta.

How can I integrate this app into my existing workflow?

You can use it as a standalone app in Breyta, call it via an HTTP API, or connect it as a Model Context Protocol tool. It works as a paid, ready-to-use draft generator for your copywriting needs.