Prerequisites

• I have searched existing issues to ensure this feature hasn't already been requested
• I have tested using the latest version of docs-builder

What problem are you trying to solve?

The LLM markdown output produces internal and crosslinks and makes them absolute.

We should use the .md link also in the markdown content.

Proposed Solution

Change the LLM markdown link renderer to render markdown links if it's linking to a page.

Examples and Research

No response

Alternative Solutions

No response

Additional Context

No response

How important is this feature to you?

Nice to have