Executing Tasks with shannon do

Overview

shannon do executes development tasks by invoking Shannon Framework exec skill, wrapped with V3 intelligence (cache, analytics, cost optimization).

When to Use

Use shannon do for:

• Creating files: "create hello.py"
• Implementing features: "add authentication to API"
• Fixing bugs: "fix login validation error"
• Multi-file tasks: "create models.py, views.py, tests.py"

Don't use for:

• Analyzing specs → shannon analyze
• Autonomous with git automation → shannon exec
• Wave orchestration → shannon wave