Claude cli

Food identified:
- Gluten-free bagel (toasted)
- Scrambled eggs (2 large)
- Wilted spinach
- Sliced tomato

Observed evidence:
- Description states "gf bagel" (gluten-free) with two eggs, spinach, and tomato
- Photo shows a toasted bagel sandwich held in hand, filled with scrambled eggs mixed with wilted spinach, and sliced tomato visible
- Bagel appears standard-sized, with a dense gluten-free crumb visible in cross-section
- Eggs appear scrambled and mixed with the spinach, cooked with a small amount of fat
- Tomato slices are fresh, layered on top of the egg mixture
- A small amount of cooking fat likely used for the eggs

Estimated portions:
- Gluten-free bagel: ~95 g (one standard GF bagel)
- Scrambled eggs: ~100 g (2 large eggs, cooked)
- Wilted spinach: ~15 g raw (~10 g wilted)
- Sliced tomato: ~40 g (2–3 slices)
- Cooking fat (butter or oil): ~5 g

Estimated macros by item:
- Gluten-free bagel: 260 kcal, 4 g protein, 48 g carbohydrate, 6 g fat
- Scrambled eggs (2 large, with ~5 g fat for cooking): 185 kcal, 12 g protein, 1 g carbohydrate, 14 g fat
- Wilted spinach: 5 kcal, 0.5 g protein, 0.5 g carbohydrate, 0 g fat
- Sliced tomato: 7 kcal, 0.5 g protein, 1.5 g carbohydrate, 0 g fat

Estimated total:
- Calories: 457 kcal
- Protein: 17 g
- Carbohydrate: 51 g
- Fat: 20 g

Confidence:
- Moderate

Assumptions:
- Bagel is a standard commercial gluten-free bagel (~95 g); GF bagels tend to be slightly higher in fat and carbohydrate than wheat bagels
- Two large eggs (~50 g each) scrambled with approximately 5 g of butter or oil
- Spinach is a small handful wilted into the eggs
- Tomato is fresh, not cooked
- No cheese, sauce, or additional condiments are present (none visible in photo or mentioned)

Uncertainty notes:
- GF bagel macros vary significantly by brand (calories can range from 200–320 kcal); if a specific brand is known, the estimate could shift by ±50 kcal
- Amount of cooking fat used for the eggs could add or subtract ~45 kcal per 5 g