1. User asks to search their notes or documents.
2. Agent determines the appropriate `qmd` search mode (defaulting to `qmd search`).
3. Agent executes the `qmd` command with the user's query.
4. `qmd` searches the indexed markdown collection.
5. `qmd` returns search results with relevance scores.
6. Agent formats and presents the results to the user.