In order~
1. Food and water. Don't realize how badly you need it until you don't have it.
2. A knife or dagger. The most basic of all tools.
3. A good, sturdy cloak or coat. Sleep under it, turn it into an improv sack, use it as a pillow, screen from view, etc, etc.
4. Fire-starting...