/do

Intelligent task execution with auto-context and research. One catch-all command: First time explores and caches, returning uses cache for speed, auto-detects when to research and when to spec. Handles any scenario intelligently.

# /shannon:do - Intelligent Task Execution

## Purpose

One-stop intelligent task execution command that handles everything automatically:
- ✅ New projects (auto spec + research + waves)
- ✅ Existing projects (explore + cache + execute)
- ✅ Research integration (auto-detect libraries)
- ✅ Context caching (fast return visits via Serena MCP)
- ✅ Validation gates (auto-detect or ask)

**Philosophy**: "Just do it intelligently" - minimal user input, maximum automation.

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## Workflow

### Step 1: Invoke intelligent-do Skill

The command delegates all intelligence to the intelligent-do skill:...