Intelligent Do

Purpose

Comprehensive intelligent task execution that automatically handles all scenarios: new projects, existing codebases, simple tasks, complex requirements, first-time work, and returning workflows - all with Serena MCP as the persistent context backend.

Core Innovation: One command that adapts to any scenario without configuration, learns from every execution, and gets faster on return visits.

Workflow

Step 1: Context Detection Using Serena

Check if project exists in Serena memory: