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Workflow

AI Assistance

Use AI helpers selectively when they can speed up synthesis, cleanup, or repetitive workflow tasks.

AI Assistance

AI is most helpful when it saves time on repeated work without becoming the source of truth.

Strong uses for AI in mdworkspace

  • Summarizing raw material
  • Rewriting rough copy
  • Extracting patterns from notes
  • Cleaning up repetitive structure

Weak uses

Avoid relying on AI when the task needs:

  • Final judgment
  • Sensitive factual accuracy without verification
  • Nuanced editorial intent that still needs a human eye

Good practice

Keep the workspace legible before and after AI help. The markdown and structure should still make sense to a person reading it cold.

Next step

Apply the pattern in the live desktop surface.

Use the guide as the map, then turn it into a real workspace inside mdworkspace Desktop.