> ## Documentation Index
> Fetch the complete documentation index at: https://docs.chamelio.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Fine-tune AI suggestions with an in-line request

> Give extra guidance when the first draft needs a push

During playbook review, the Agent suggests an edit that's close, but not quite there. Instead of accepting or rejecting it outright, you can use an **in-line request** to fine-tune the suggestion and get exactly what you need.

<Info>
  In-line requests allow you to add extra context, tweak the fallback, or clarify intent without starting over.
</Info>

## How it works

When you receive an AI suggestion that needs refinement:

1. **Identify the issue** - The suggestion is close but missing something specific
2. **Add your guidance** - Use an in-line request to provide additional context or direction
3. **Get refined output** - The Agent picks up your feedback immediately and regenerates a sharper, more aligned suggestion

<Frame>
  <div style={{position: "relative", paddingBottom: "56.25%", height: 0}}>
    <iframe src="https://www.loom.com/embed/c358846fcb6c42daa53ca313967b708f?sid=82f5e93d-2a2d-4c5b-9c41-2f8c5a3b7d8e" frameBorder="0" allowFullScreen style={{position: "absolute", top: 0, left: 0, width: "100%", height: "100%"}} />
  </div>
</Frame>

## Key benefits

<CardGroup cols={2}>
  <Card title="One click refinement" icon="mouse-pointer">
    Get a better amendment with just one interaction
  </Card>

  <Card title="Immediate feedback" icon="bolt">
    The Agent responds instantly to your guidance
  </Card>

  <Card title="Contextual improvements" icon="bullseye">
    Add specific context to sharpen the AI's focus
  </Card>

  <Card title="Iterative perfection" icon="arrows-rotate">
    Keep refining until you get exactly what you need
  </Card>
</CardGroup>

## Best practices

<Tip>
  Use in-line requests when the AI suggestion is directionally correct but needs specific adjustments rather than a complete rewrite.
</Tip>

* **Be specific** - Provide clear, actionable feedback about what needs to change
* **Add context** - Include relevant business or legal context that might be missing
* **Clarify intent** - Explain the underlying goal or concern driving your request
* **Use examples** - Reference specific language or approaches when helpful

## Related features

* [Document Review](/features/negotiate/document-review) - Learn about the full review process
* [Playbooks](/features/core/playbooks) - Understand how playbooks guide AI suggestions
* [Agent](/features/core/agent) - Explore all Agent capabilities

<Note>
  In-line requests work seamlessly with all playbook-based reviews, making it easy to get precise, context-aware suggestions.
</Note>