codeant-ai-for-open-source[bot] commented on PR #38827:
URL: https://github.com/apache/superset/pull/38827#issuecomment-4118008673
## **Sequence Diagram**
This PR changes the generate dashboard tool to bypass the command wrapper
and create dashboards directly in the tool session. It re-queries user and
chart objects in that same session to prevent cross-session ORM attachment
failures.
```mermaid
sequenceDiagram
participant Client
participant MCPTool
participant Database
Client->>MCPTool: Request dashboard creation with chart IDs
MCPTool->>Database: Fetch charts and prepare layout and title
MCPTool->>Database: Re-query current user and charts in tool session
MCPTool->>Database: Create dashboard with owners and charts then commit
MCPTool->>Database: Reload dashboard with related data for response
MCPTool-->>Client: Return dashboard details and dashboard URL
```
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