benjac8/biobite-retriever
Sentence Similarity • 33.4M • Updated • 65
Datasets:
Physiological_State stringclasses 41
values | recovery_category stringclasses 6
values | strain_level float64 0 21 | sleep_hours float64 3 9 | hrv int64 25 79 | Nutritional_Need stringclasses 6
values | Recipe_Name stringlengths 8 92 | Ingredients stringlengths 20 880 | Instructions stringlengths 62 1.43k | Prep_Time int64 5 60 | calories int64 150 1.3k | protein_g int64 0 55 | carbs_g int64 2 150 | fat_g int64 0 45 | magnesium_mg int64 8 970 | cuisine stringclasses 8
values | diet_tag stringclasses 5
values |
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High cardiovascular strain, adequate sleep, depressed hrv | endurance-recovery | 18 | 7.4 | 32 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Eggplant Noodles with Quinoa and Seaweed Salad | 1 cup quinoa, 2 medium eggplants, 2 cups sliced seaweed, 1 can of diced tomatoes, 1/4 cup soy sauce, 1 tbsp rice vinegar, 1 tsp sesame oil, 1/4 tsp black pepper, 1 tbsp honey, 1 avocado, 3 cherry tomatoes, 1 red bell pepper, 1/4 red onion, salt to taste | 1. Rinse quinoa and cook according to package instructions. Set aside. 2. Cut eggplants into thin strips and lightly brush with olive oil. Grill until tender and slightly charred, about 5 minutes per side. Let cool and chop. 3. In a small pan, mix soy sauce, rice vinegar, sesame oil, black pepper, and honey. Bring to a... | 25 | 579 | 28 | 54 | 14 | 180 | Asian | pescatarian |
Moderate strain, suboptimal sleep, elevated stress, depressed hrv | high-stress | 10.7 | 5.4 | 30 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Avocado Spinach Quinoa Bowl with Olive Oil Pesto | 1 cup quinoa, 2 cups water, 3 cups spinach leaves, 1 ripe avocado, 1/4 cup olive oil, 1/4 cup pine nuts, 1/4 cup fresh basil leaves, salt and pepper to taste, 1/2 teaspoon ground turmeric, 1 tablespoon lemon juice, 1/2 teaspoon honey, 1/2 teaspoon ginger paste, pinch of cumin, pinch of coriander powder, 1/2 teaspoon cu... | 1. Rinse quinoa in cold water and cook it in 2 cups of water according to package instructions. Let it cool. 2. In a blender, blend spinach, avocado, pine nuts, basil, salt, pepper, and turmeric until smooth. Add lemon juice, honey, ginger paste, cumin, coriander powder, cumin seeds, and mix well. Set aside as pesto. 3... | 40 | 570 | 16 | 62 | 23 | 300 | Italian | omnivore |
Moderate strain, suboptimal sleep, elevated stress | high-stress | 12.1 | 6.4 | 42 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Feta Chickpea and Spinach Stuffed Grape Leaves | 1 can chickpeas, drained and rinsed, 4 large grape leaves, 1/4 cup feta cheese, 1 cup baby spinach, 2 tbsp olive oil, 1 lemon, salt and pepper to taste, 1 tsp ground cumin, 1 tsp paprika, 1/2 tsp garlic powder | 1. Preheat oven to 375°F (190°C). Place grape leaves flat and fill each with a scoop of chickpeas, a sprinkle of feta cheese, and handful of spinach. Fold leaves over tightly to seal. 2. In a small bowl, mix olive oil, juice from half a lemon, cumin, paprika, garlic powder, salt, and pepper. 3. Arrange stuffed grape le... | 20 | 386 | 10 | 44 | 14 | 200 | Middle-Eastern | vegetarian |
Low strain, low sleep score | sleep-deprived | 4.3 | 3.1 | 35 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Ama-Miso Rice Porridge with Matcha and Sesame Seeds | brown rice, amasai, tofu, matcha powder, sesame seeds, dried shiitake mushrooms, dried wakame seaweed, sea salt, miso, tamari, maple syrup | 1. Rinse 1 cup of brown rice under cold water until the water runs clear. Cook the rice according to package instructions but only until half cooked. Set aside. 2. In a medium saucepan, combine 1/2 cup of amasai with 1/2 cup of water and bring to a simmer. Reduce heat and cook until thickened. Add 1 block of firm tofu,... | 15 | 400 | 18 | 42 | 7 | 160 | Japanese | vegetarian |
Moderate strain, suboptimal sleep, elevated stress | high-stress | 13.3 | 5.8 | 44 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Mediterranean Green Spinach Stuffed Quinoa Pilaf | quinoa, spinach leaves, artichoke hearts, pine nuts, feta cheese, lemon zest, olive oil, black olives, garlic cloves, red onion, red pepper flakes, salt, pepper, fresh basil, extra virgin olive oil, balsamic glaze, crushed pistachios | 1. Rinse quinoa under cold water and cook according to package instructions, ensuring it's gluten-free. Drain and set aside. 2. Meanwhile, dice red onion and red pepper into small pieces. Finely chop garlic cloves and sauté them in olive oil with red onion until translucent. Add minced red pepper flakes and cook for an... | 30 | 430 | 13 | 52 | 17 | 400 | Italian | gluten-free |
Low strain, low sleep score, depressed hrv | sleep-deprived | 6.3 | 3.4 | 34 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Harira Medjool Dates Quinoa Bowl | Quinoa, canned chickpeas, tomatoes, garlic, coriander, olive oil, Medjool dates, cinnamon, nutmeg, lemon juice, salt, fresh parsley, water | 1. Rinse 1 cup of quinoa under cold water and place in a pot with 2 cups of water. Bring to a boil, then reduce heat to low, cover, and simmer for about 18 minutes or until tender. Remove from heat, fluff with a fork, and let it rest for 5 minutes. 2. In a separate pan, cook 1 can of drained and rinsed chickpeas with 1... | 15 | 450 | 15 | 65 | 6 | 320 | Middle-Eastern | omnivore |
Moderate strain, adequate sleep, signs of dehydration | rehydration | 13.7 | 7.2 | 51 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Kombu-Soy Yogurt Rice Porridge | gluten-free rice, kombu, soy sauce, low-sodium chicken broth, water, unflavored yogurt, sesame seeds, sliced cucumber, nori sheets | 1. Rinse rice thoroughly. 2. In a pot, combine 2 cups of water, 1 piece of kombu, and a pinch of salt. Bring to a boil, then add 1 cup of rinsed rice. Reduce heat to low, cover, and simmer until rice is cooked, about 15 minutes. 3. While the rice simmers, mix 1/2 cup of low-sodium chicken broth with 1/2 cup of unflavor... | 30 | 350 | 9 | 48 | 4 | 100 | Japanese | gluten-free |
Low strain, low sleep score, depressed hrv | sleep-deprived | 6.8 | 4.9 | 34 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Zucchini Brown Rice Meshu with Sesame Seeds and Goji Berries | zucchini, brown rice, sesame seeds, goji berries, tamari sauce, coconut oil, lemon zest, dashi stock, salt, white rice vinegar, ginger, water | 1. Prepare zucchini into thin rounds using a mandoline slicer. 2. Cook brown rice according to package directions and set aside. 3. Heat coconut oil in a pan over medium heat. Add zucchini rounds and sauté until slightly tender, about 3 minutes per side. Remove from heat and season with salt and lemon zest. 4. In a sep... | 15 | 400 | 7 | 65 | 10 | 180 | Japanese | gluten-free |
High cardiovascular strain, adequate sleep | strength-recovery | 16.3 | 7.4 | 49 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Quinoa and Black Bean Tacos with Avocado Salsa | 1 cup cooked quinoa, 1 can black beans (rinsed and drained), 1 avocado, 1/4 red onion, 1 lime, 1 tablespoon olive oil, 1/2 teaspoon cumin, 1/2 teaspoon chili powder, 1/4 teaspoon garlic powder, salt and pepper to taste, 10 corn tortillas, vegan cheese (optional) | 1. Preheat oven to 400°F (200°C). In a bowl, mix cooked quinoa, rinsed black beans, diced avocado, chopped red onion, lime juice, olive oil, cumin, chili powder, garlic powder, salt, and pepper. Stir well. Divide mixture evenly among 10 tortillas. If using, top each taco with a sprinkle of vegan cheese. Bake for 10 min... | 25 | 420 | 23 | 53 | 13 | 250 | Mexican | vegan |
Low strain, adequate sleep | rest-day | 7.1 | 8.4 | 70 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Thai Green Mango Salad with Sesame Tofu | 1 cup cubed firm tofu, 1 small ripe green mango, 1/4 red onion, 2 fresh cilantro leaves, 1 lime, 2 tbsp toasted sesame seeds, 1 tsp garlic, 1/4 tsp ground turmeric, 1 tbsp fish sauce, salt to taste, 1 tbsp rice vinegar, 1 tbsp brown sugar, 1/2 tsp soy sauce, 1 tbsp peanut oil | 1. Season tofu with salt, turmeric, and 1 tbsp of rice vinegar. Let it marinate for at least 30 minutes. 2. In a small pan, heat sesame oil over medium heat. Add garlic and toast until fragrant. Set aside. 3. Peel and dice the mango into bite-sized pieces. Halve and pit the red onion. 4. In a bowl, combine marinated to... | 20 | 295 | 10 | 31 | 11 | 18 | Asian | pescatarian |
High cardiovascular strain, suboptimal sleep | endurance-recovery | 17.6 | 6.2 | 47 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Mediterranean Quinoa Salad with Avocado and Feta | 1 cup cooked quinoa, 1 ripe avocado, 1/2 cup crumbled feta cheese, 1/4 cup chopped fresh parsley, 1/4 cup chopped fresh mint, 1/4 red onion, 3 cherry tomatoes, 1 small cucumber, 2 tablespoons extra virgin olive oil, 1 tablespoon balsamic vinegar, salt and pepper to taste, 1 teaspoon dried oregano, 1/2 teaspoon ground c... | 1. In a medium bowl, combine cooked quinoa, chopped fresh herbs (parsley and mint), red onion, cherry tomatoes, and cucumber. Toss gently to combine. 2. Slice the avocado and add it to the salad. Gently mix in the feta cheese. 3. In a small bowl, whisk together olive oil, balsamic vinegar, sea salt, dried oregano, grou... | 25 | 417 | 10 | 48 | 17 | 190 | Mediterranean | pescatarian |
Moderate strain, adequate sleep | strength-recovery | 14.8 | 7.6 | 56 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Miso-Green-Mushroom-Soba-Blend | Soba noodles, miso paste, shiitake mushrooms, enoki mushrooms, bamboo shoots, tofu, tofu scramble, sesame seeds, tamari, mirin, soy sauce, rice vinegar, ginger, scallions, nori sheets | 1. Prepare the soba noodles according to package instructions. Set aside. 2. In a wok or large skillet, heat sesame seeds over medium heat until lightly toasted. Set aside. 3. Slice the shiitake and enoki mushrooms thinly. Heat a little oil in the same wok, add the mushrooms and sauté until tender. Remove from heat. 4.... | 30 | 350 | 20 | 35 | 8 | 150 | Japanese | vegetarian |
Low strain, adequate sleep | rest-day | 1.8 | 6.5 | 51 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Pomegranate Fish and Quinoa Stew with Fenugreek | 1 cup cooked quinoa, 3 cups water, 2 cups pomegranate juice, 1/2 lb salmon fillet, 1 cup diced carrots, 1 cup diced potatoes, 1 small onion, 2 cloves garlic, 1 tsp ground cumin, 1 tsp fenugreek seeds, 1 tbsp olive oil, salt and pepper to taste, fresh cilantro for garnish | 1. Rinse quinoa and cook in 3 cups of water according to package directions. Set aside. 2. In a large saucepan, heat olive oil over medium heat. Add onion and sauté until translucent. Add garlic and cook for another minute. 3. Add diced carrots and potatoes to the pan, along with cumin and fenugreek seeds. Cook for 5 m... | 40 | 439 | 28 | 57 | 18 | 161 | Indian | pescatarian |
Low strain, adequate sleep | rest-day | 2.8 | 8.8 | 68 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Mediterranean Seaweed and Quinoa Salad | 1 cup quinoa, 2 cups water, 1 cup mixed greens, 1/2 avocado, 1/4 cucumber, 1/4 red bell pepper, 1/4 cup cherry tomatoes, 1/4 cup kalamata olives, 1 tbsp lemon juice, 1 tbsp olive oil, 1 tsp Dijon mustard, 1/2 tsp salt, 1/4 tsp black pepper, 1/4 cup fresh parsley, 1/4 cup fresh mint, 2 tbsp feta cheese, 1 oz roasted cod... | 1. Rinse quinoa and cook in 2 cups of water until tender. Set aside to cool. 2. Prepare salad dressing by mixing lemon juice, olive oil, Dijon mustard, salt, and pepper in a small bowl. 3. In a large bowl, combine cooled quinoa, mixed greens, avocado, cucumber, red bell pepper, cherry tomatoes, kalamata olives, and par... | 30 | 525 | 34 | 63 | 27 | 150 | Mediterranean | pescatarian |
Low strain, adequate sleep | rest-day | 3.3 | 8.5 | 59 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Mediterranean Quinoa and Chickpea Salad | quinoa, chickpeas, cherry tomatoes, cucumber, red onion, feta cheese (gluten-free), olive oil, lemon juice, mint, salt, black pepper | 1. Rinse quinoa under cold water and cook according to package instructions. Let it cool. 2. Drain and rinse chickpeas, then mix them with cooled quinoa. 3. Dice cherry tomatoes and cucumber, finely chop red onion. Add to the quinoa and chickpea mixture. 4. Crumble feta cheese over the top. 5. In a small bowl, whisk to... | 40 | 410 | 9 | 62 | 15 | 210 | Mediterranean | gluten-free |
Moderate strain, adequate sleep, elevated stress | high-stress | 12 | 6.5 | 40 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Carmen's Calming Chicken Fajitas with Spinach and Sweet Potatoes | 1/2 lb chicken breast, sliced, 2 bell peppers (red and green), 1 cup spinach, 1 medium sweet potato, 1 avocado, 2 tbsp olive oil, 1 tsp cumin, 1 tsp chili powder, salt, pepper, 2 whole wheat tortillas, lime juice | 1. In a large pan, heat olive oil over medium heat. Add sliced chicken and sauté until cooked through, about 5 minutes. Remove from pan and set aside. 2. In the same pan, add bell peppers and cook until tender, about 6 minutes. Season with cumin, chili powder, salt, and pepper. 3. Slice sweet potatoes and bell peppers.... | 40 | 480 | 28 | 41 | 20 | 170 | Mexican | omnivore |
High cardiovascular strain, adequate sleep | strength-recovery | 19.6 | 7.2 | 37 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Mediterranean Sea Bass with Quinoa and Avocado Compote | 4 skinless sea bass fillets, 1 cup quinoa, 1 ripe avocado, 1/2 red onion, 3 cloves garlic, 1 can chickpeas, 1 lemon, 2 tbsp olive oil, salt, pepper, fresh parsley, lemon zest | 1. Preheat oven to 180°C (350°F). Season sea bass with salt and pepper. 2. In a pot, rinse and rinse quinoa. Add water and bring to a boil, then simmer until water is absorbed. Cool. 3. Finely chop red onion and mince garlic. 4. Mix olive oil, lemon juice, chopped garlic, salt, pepper, and lemon zest in a small bowl. 5... | 25 | 510 | 44 | 48 | 22 | 100 | Mediterranean | pescatarian |
High cardiovascular strain, suboptimal sleep | strength-recovery | 18.8 | 6.2 | 44 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Quinoa Black Bean Bowl with Avocado Lime Dressing | 1 cup cooked quinoa, 1 can black beans (drained and rinsed), 1 ripe avocado, 1 lime, 1/4 cup chopped fresh cilantro, 1/4 red onion, 1/2 small jalapeño pepper, 1 tbsp olive oil, 1 tsp ground cumin, salt and pepper to taste, 1 tsp turmeric, 1 tbsp maple syrup | 1. In a large mixing bowl, combine cooked quinoa and drained black beans. 2. Dice the avocado into small cubes and add to the bowl. 3. Squeeze the juice of half a lime into the bowl, followed by finely chopped cilantro, red onion, and jalapeño. Mix well. 4. To the dressing bowl, whisk together olive oil, cumin, turmeri... | 25 | 395 | 17 | 47 | 10 | 180 | Mexican | vegan |
Low strain, low sleep score | sleep-deprived | 4.7 | 3.3 | 35 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Mango-Chocolate-Cashew Nougat | mango, chocolate chips, cashews, agave nectar, vanilla extract, chia seeds, flaxseeds, coconut flakes | 1. Blend mango, agave nectar, and vanilla extract until smooth. Add cashews and chia seeds, blend again. Add chia seeds and flaxseeds for a creamy texture, blend until well combined. 2. Fold in crushed chocolate chips and coconut flakes. Chill in fridge. Serve chilled. | 10 | 250 | 3 | 40 | 15 | 80 | Mexican | vegan |
High cardiovascular strain, suboptimal sleep, signs of dehydration | rehydration | 17.8 | 6.4 | 39 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Marinated Tomato and Avocado Grilled Chicken Bowl | 4 boneless skinless chicken breasts, 1 can black olives, 2 ripe avocados, 2 medium tomatoes, 1 large cucumber, 1 lemon, salt, pepper, olive oil, 1 teaspoon dried basil, 1/2 teaspoon dried oregano, 1/2 cup cherry tomatoes, 2 cups spinach leaves, 1/2 cup crumbled feta cheese, 2 tablespoons fresh mint leaves, 1/2 cup whol... | 1. Preheat grill to medium-high heat. Season chicken breasts with salt, pepper, and a drizzle of olive oil. Grill until cooked through, about 6-8 minutes per side. Let cool and slice into strips. 2. In a bowl, mix black olives, diced tomatoes, cucumber, mint, and basil. Toss well. 3. For the avocado salsa, scoop out ha... | 25 | 730 | 45 | 90 | 30 | 40 | Italian | omnivore |
Moderate strain, suboptimal sleep | strength-recovery | 14.8 | 6.4 | 62 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Middle Eastern Quinoa Stuffed Chicken with Roasted Vegetables and Yogurt Sauce | 1 whole chicken breast, skin removed, 2 cups quinoa, 3 cups mixed roasted vegetables (such as bell peppers, zucchini, eggplant, cherry tomatoes), 1 cup plain Greek yogurt, 2 tbsp tahini, 1 tbsp lemon juice, 1 clove garlic, salt and pepper to taste, olive oil, fresh parsley, chopped walnuts | 1. Preheat oven to 180°C (350°F). Season chicken with salt, pepper, and a drizzle of olive oil. Roast for 30 minutes until fully cooked. Set aside to rest.
2. In a separate pan, bring quinoa and water to boil. Reduce heat, cover, and simmer for about 15 minutes until tender. Fluff with a fork.
3. While quinoa cooks, pr... | 40 | 700 | 40 | 60 | 10 | 150 | Middle-Eastern | omnivore |
High cardiovascular strain, suboptimal sleep, signs of dehydration | rehydration | 15.6 | 5.6 | 48 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Mediterranean Avocado Quinoa Bowl | quinoa, fresh spinach, ripe avocados, cherry tomatoes, cucumber, feta cheese (or substitute with vegan feta), pitted kalamata olives, fresh parsley, olive oil, lemon juice, salt, pepper | 1. Rinse 1 cup quinoa and cook according to package instructions until tender. Set aside to cool. 2. While the quinoa cooks, cut the avocados in half, remove the pits, and scoop out the flesh into a blender. Add a handful of fresh spinach, 3 cherry tomatoes, 1/4 cucumber, and a tablespoon of olive oil to the blender. B... | 25 | 380 | 6 | 40 | 16 | 180 | Mediterranean | vegetarian |
High cardiovascular strain, suboptimal sleep | strength-recovery | 15.6 | 5.6 | 68 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Gluten-Free Walnut and Lentil Risotto with Lemon Herb Balsamic Glaze | gluten-free rice, lentils, walnuts, lemon juice, olive oil, shallots, garlic, white wine, lemon herb balsamic glaze, lemon zest, salt, pepper, fresh herbs | 1. Rinse and soak lentils overnight. In a pot, sauté shallots and minced garlic in olive oil until softened. Add rice, lentils, and a small amount of white wine. Cook until liquid is absorbed. Stir occasionally. 2. Gradually add more wine, stirring continuously. When the wine is absorbed, reduce heat and add remaining ... | 25 | 450 | 18 | 45 | 14 | 150 | Italian | gluten-free |
Moderate strain, adequate sleep, signs of dehydration | rehydration | 14.7 | 7.5 | 59 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Pesto Quinoa Salad | quinoa, cherry tomatoes, cucumber, fresh basil, garlic, red onion, pine nuts, salt, olive oil, lemon juice, water, vegetable broth | 1. Rinse quinoa under cold water and cook according to package instructions, adding water and vegetable broth if necessary. 2. In a blender, combine cooked quinoa, chopped cherry tomatoes, cucumber, finely chopped fresh basil, minced garlic, pine nuts, salt, and olive oil. Blend until smooth, adding water as needed for... | 20 | 356 | 7 | 53 | 8 | 142 | Italian | vegetarian |
Moderate strain, adequate sleep, elevated stress | high-stress | 12.7 | 6.5 | 41 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Miso-Green-Vegetable-Tea with Salmon and Rice | 2 salmon fillets (150g each), 2 cups mixed leafy greens (spinach, kale, bok choy), 1 medium onion, 2 garlic cloves, 1 lemon, 1 cup rice, 2 tablespoons miso paste, 1-inch piece ginger, 1 tablespoon soy sauce, sesame oil, salt, pepper, 4 green tea bags, water, olive oil | 1. Rinse and chop the leafy greens into bite-sized pieces. Chop the onion and mince the garlic. Slice the salmon fillets and set aside. 2. Heat a tablespoon of olive oil in a pan over medium heat. Add sliced onions and minced garlic; sauté until soft and translucent. 3. Place salmon fillets in the pan and cook for abou... | 40 | 683 | 41 | 49 | 18 | 260 | Japanese | omnivore |
High cardiovascular strain, adequate sleep | endurance-recovery | 20.8 | 7.6 | 40 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Mango Coconut Quinoa Bowl | 1 cup quinoa, 2 cups water, 1 can coconut milk, 1 medium ripe mango, 1/4 cup chia seeds, 1 tbsp lime juice, 1 tbsp maple syrup, salt to taste, 1/4 tsp ground cardamom, 1/4 cup sliced almonds | 1. Rinse quinoa and cook it in 2 cups of water according to package instructions (usually about 15-20 minutes). Set aside to cool. 2. In a blender, combine cooled quinoa, coconut milk, 1/2 of the mango, chia seeds, lime juice, and maple syrup. Blend until smooth and creamy. 3. In a small saucepan, heat the remaining ma... | 25 | 465 | 7 | 63 | 8 | 285 | Asian | vegan |
Moderate strain, low sleep score, depressed hrv | sleep-deprived | 11.4 | 3.8 | 30 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Zesty Avocado Buckwheat Salad | buckwheat groats, cherry tomatoes, cucumber, feta cheese (gluten-free), avocado, olive oil, lemon juice, salt, pepper, dried oregano | 1. Cook buckwheat groats according to package instructions, then drain and rinse. Let cool. 2. Chop cherry tomatoes, cucumber, and avocado. 3. In a large bowl, combine cooled buckwheat, cherry tomatoes, cucumber, and avocado. 4. Crumble feta cheese over the top. 5. Drizzle with olive oil and lemon juice. Season with sa... | 15 | 350 | 12 | 48 | 12 | 250 | Mediterranean | gluten-free |
High cardiovascular strain, suboptimal sleep | strength-recovery | 17.3 | 6 | 66 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Miso-Veggie Tagliatelle with Olive Oil Avocado Sauce | 1 cup gluten-free tagliatelle pasta, 2 cups water, 2 cloves garlic, 1/2 teaspoon salt, 1/4 teaspoon black pepper, 2 tablespoons olive oil, 1 avocado, 1/4 cup miso paste, 1/4 cup fresh basil, 1/4 cup chopped walnuts, 1/2 teaspoon ground cumin, 1/4 teaspoon smoked paprika, 1/4 teaspoon chili flakes, 1/4 cup low-sodium so... | 1. Cook tagliatelle according to package instructions. Drain, rinse with cold water, and set aside. 2. In a skillet, heat olive oil over medium heat. Add garlic, salt, and pepper; cook until fragrant, about 1 minute. 3. Add cooked tagliatelle to the skillet and toss to coat with oil and seasonings. Remove from heat and... | 25 | 410 | 18 | 49 | 18 | 215 | Italian | vegetarian |
High cardiovascular strain, suboptimal sleep, signs of dehydration | rehydration | 16.9 | 5.1 | 36 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Asian Coconut Lime Veggie Soup with Tofu | 1 can coconut milk, 2 cups vegetable broth, 1 tbsp lime juice, 1 lime, 2 cups mixed vegetables (bell peppers, zucchini, carrots), 1 tbsp grated ginger, 1 tsp ground coriander, 1 tsp ground cumin, 1 tsp ground turmeric, 1 block firm tofu, 1/4 cup chopped fresh cilantro, salt to taste | 1. In a large pot, combine coconut milk, vegetable broth, lime juice, and both limes. Bring to a boil over medium heat. 2. Add mixed vegetables, ginger, coriander, cumin, and turmeric. Simmer for 10 minutes. 3. Break tofu into cubes and add to the soup. Stir well. 4. Cover and simmer for another 5 minutes. 5. Remove fr... | 25 | 288 | 17 | 26 | 9 | 155 | Asian | vegetarian |
Low strain, adequate sleep | rest-day | 5.4 | 7.6 | 51 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Sesame Tempeh and Quinoa Bowl | tempeh, quinoa, bell peppers, snow peas, tofu, sesame seeds, sesame oil, lemon juice, tamari, rice vinegar, ginger, scallions | 1. Preheat oven to 375°F. Slice tempeh into strips and marinate in a mixture of tamari, lemon juice, rice vinegar, and ginger. Bake until golden brown and crispy, about 20 minutes. 2. Cook quinoa according to package directions. 3. Meanwhile, slice bell peppers and snow peas. Stir-fry bell peppers and snow peas with se... | 40 | 400 | 20 | 35 | 12 | 150 | Asian | pescatarian |
Low strain, adequate sleep | rest-day | 4 | 7.3 | 75 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Zesty Falafel and Chickpea Salad | 1 cup canned chickpeas, 1/4 cup parsley, 2 tablespoons fresh mint, 1 small red onion, 1 large eggplant, 1 zucchini, 1 can diced tomatoes, 1/4 cup tahini, 2 tablespoons lemon juice, 2 garlic cloves, 1 teaspoon ground cumin, 1/2 teaspoon paprika, salt and pepper to taste, 1 avocado, 1 pita bread, olive oil | 1. Preheat oven to 400°F (200°C). Chop eggplant and zucchini into bite-sized pieces. 2. In a food processor, blend chickpeas until smooth. Add parsley, mint, onion, tahini, lemon juice, garlic, cumin, paprika, salt, and pepper. Process until well combined. 3. Season the falafel mixture with salt and pepper. Place on a ... | 30 | 389 | 11 | 52 | 12 | 168 | Middle-Eastern | omnivore |
High cardiovascular strain, adequate sleep | endurance-recovery | 20 | 7.4 | 49 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Vegan Chocolate Chia Pudding with Avocado Topping | 1 cup chia seeds, 1 cup unsweetened almond milk, 3/4 cup shredded coconut, 1/4 cup cocoa powder, 1/4 cup maple syrup, 1 avocado, 1/4 tsp ground cinnamon, 1/4 tsp vanilla extract, 1/2 tsp salt, 1/2 cup rolled oats, 1/4 cup dried cranberries, 1/4 cup chopped walnuts | 1. In a medium bowl, mix chia seeds, almond milk, and salt. Let sit for at least 5 minutes. Add coconut, cocoa powder, maple syrup, cinnamon, vanilla extract, and let sit for another 5 minutes. 2. In a blender, puree avocado, maple syrup, cranberries, and walnuts. Set aside. 3. Mix soaked chia pudding with avocado mixt... | 25 | 400 | 7 | 60 | 9 | 45 | Mexican | vegan |
Low strain, suboptimal sleep, elevated stress | high-stress | 8.1 | 6.2 | 45 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Magnesium Greens Medley | gluten-free quinoa, mixed greens, kale, spinach, cherry tomatoes, cucumber, avocado, walnuts, sliced almonds, olive oil, balsamic vinegar, lemon juice, gluten-free oats, honey, chia seeds, turmeric, cayenne pepper, salt, black pepper | 1. In a medium saucepan, rinse quinoa and cook according to package directions. Once cooled, mix in 1/2 cup of chopped mixed greens. Set aside. 2. In a large bowl, finely chop kale and spinach. Add cherry tomatoes and cucumber, tossing gently. 3. Drizzle avocado slices with olive oil and a touch of balsamic vinegar. Se... | 40 | 380 | 10 | 40 | 15 | 100 | American | gluten-free |
Low strain, adequate sleep | rest-day | 1.9 | 8.3 | 47 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Cauliflower Quesadilla Avocado Salsa | 1 cup raw cauliflower, cooked and crumbled, 1 ripe avocado, diced, 1/2 red onion, finely chopped, 1 tbsp lime juice, 1 tsp salt, 1/4 tsp black pepper, 1/4 tsp cumin, 1/4 tsp chili powder, 1/4 tsp garlic powder, 1/2 cup pinto beans, rinsed and drained, 1/2 cup quinoa, rinsed, 1 cup spinach, 1/4 cup pepitas (pumpkin seed... | 1. Preheat oven to 400°F (200°C). In a bowl, combine cooked and crumbled cauliflower, diced avocado, red onion, lime juice, salt, black pepper, cumin, chili powder, garlic powder, pinto beans, quinoa, spinach, pepitas, and jalapeño. Mix well. 2. On a baking sheet, place two whole wheat tortillas. Spread the cauliflower... | 30 | 520 | 18 | 68 | 16 | 40 | Mexican | vegetarian |
Moderate strain, low sleep score | sleep-deprived | 11.6 | 4.2 | 41 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Chia Seed Pudding with Sweet Potato Puree | chia seeds, unsweetened almond milk, sweet potato, maple syrup, vanilla extract, cinnamon, pinch of sea salt, spinach | 1. Steam 1 sweet potato until soft, then puree with a pinch of sea salt and a splash of unsweetened almond milk. Set aside. 2. In a small bowl, mix 1 tablespoon chia seeds with 3 tablespoons unsweetened almond milk and let it sit for about 5 minutes. Add 1 teaspoon maple syrup, a dash of vanilla extract, and a pinch of... | 15 | 250 | 4 | 40 | 8 | 90 | American | vegan |
Low strain, low sleep score | sleep-deprived | 5.1 | 3.5 | 43 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Mushroom Ricotta Risotto with Fennel and Walnuts | 1 cup Arborio rice, 2 cups vegetable broth, 1 small fennel bulb, finely chopped, 3 cloves garlic, minced, 1 cup shiitake mushrooms, sliced, 1/2 cup nutritional yeast, 1/4 cup walnuts, roughly chopped, 1/4 cup fresh parsley, finely chopped, 1/4 teaspoon black pepper, 1/2 teaspoon dried thyme, 2 tablespoons olive oil, 1/... | 1. Heat olive oil in a medium saucepan over medium heat. Add fennel and garlic, sauté until fragrant and soft. 2. Add mushrooms and cook until they release their liquid and then dry out slightly. 3. Stir in rice, ensuring it's coated in the mushroom mixture. Cook for about 2 minutes. 4. Gradually add broth, stirring co... | 15 | 420 | 12 | 63 | 9 | 220 | Italian | vegetarian |
Low strain, adequate sleep | rest-day | 4.4 | 6.8 | 46 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Seaweed and Quinoa Salad with Mango Salsa | 1 cup cooked quinoa, 1 cup chopped mixed seaweeds (e.g., dulse, kelp), 1 medium mango, 1/2 red onion, 1/4 red bell pepper, 1/4 cup fresh cilantro, 1 lime, 2 tablespoons olive oil, salt and pepper to taste | 1. In a large bowl, combine cooked quinoa, mixed seaweeds, diced mango, thinly sliced red onion, and finely chopped red bell pepper. Toss gently. 2. In a small bowl, whisk together lime juice, olive oil, salt, and pepper. Pour over the salad and toss to coat evenly. 3. Sprinkle fresh cilantro over the top. Serve immedi... | 30 | 450 | 9 | 75 | 8 | 240 | Asian | pescatarian |
High cardiovascular strain, adequate sleep | endurance-recovery | 16.4 | 6.8 | 57 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Soba Noodle Carbonara with Cucumber and Seaweed | 6 soba noodles, 300g cooked, 200g cooked eggs, 150g cream, 50g shredded nori, 100g sliced cucumber, 100g chopped green onion, 10g sesame seeds, 1 tbsp soy sauce, 1 tsp mirin, 1 tsp sugar, 1/4 tsp salt, 1/8 tsp white pepper, 1/4 cup water, 2 tsps butter, 1 egg yolk, 1 tbsp sesame oil | 1. In a bowl, mix together cream, soy sauce, mirin, sugar, salt, and white pepper. Let it sit for 5 minutes. 2. Bring a pot of water to a boil, add soba noodles, cook for 2-3 minutes until al dente, drain, and rinse under cold water. Drain again. 3. In a separate pan, melt butter over medium heat. Add egg yolk and cook... | 25 | 600 | 30 | 75 | 12 | 180 | Japanese | omnivore |
High cardiovascular strain, low sleep score, elevated stress, depressed hrv | high-stress | 15 | 4.8 | 26 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Zesty Chickpea and Kale Shawarma | 1 can chickpeas, drained and rinsed, 2 cups chopped kale, 1/4 cup chopped cucumber, 1/4 cup chopped red onion, 2 tbsp tahini, 1 tbsp lemon juice, 1 clove garlic, 1 tsp paprika, 1 tsp ground cumin, salt and pepper to taste, whole wheat pita bread, olive oil | 1. Preheat oven to 375°F (190°C). Toss chickpeas with olive oil, paprika, cumin, salt, and pepper. Spread evenly on a baking sheet and roast for 20 minutes or until golden brown. Let cool. 2. In a blender, combine roasted chickpeas, chopped kale, cucumber, red onion, tahini, lemon juice, and garlic. Blend until smooth.... | 15 | 250 | 6 | 30 | 8 | 30 | Middle-Eastern | omnivore |
Low strain, adequate sleep | rest-day | 3.4 | 6.8 | 50 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Vegan Quinoa and Lentil Stew with Roasted Vegetables | 1 cup quinoa, 1 cup brown lentils, 4 cups water, 3 carrots, 2 celery stalks, 2 cloves garlic, 1 onion, 1 tsp cumin, 1 tsp coriander, 1 tsp turmeric, salt, black pepper, 2 tbsp olive oil, 1 bell pepper, 1 zucchini, 1 cup mixed mushrooms, 1 cup spinach, lemon wedges | 1. Rinse quinoa and lentils. In a pot, combine quinoa, lentils, water, 1 tsp cumin, 1 tsp coriander, 1 tsp turmeric, salt, and pepper. Bring to a boil, then reduce heat to low, cover, and simmer for 20-25 minutes until tender. 2. While the stew is cooking, dice carrots, celery, onion, bell pepper, zucchini, and mushroo... | 20 | 400 | 12 | 50 | 8 | 200 | Indian | vegetarian |
High cardiovascular strain, suboptimal sleep, elevated stress | high-stress | 15.1 | 5.4 | 49 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Za'atar-Glazed Salmon and Quinoa Salad | salmon fillets, quinoa, bell peppers, cucumbers, tomatoes, za'atar seasoning, olive oil, lemon juice, fresh parsley, spinach leaves, cherry tomatoes, cucumber slices, red onion, lemon zest, tahini, salt, pepper, honey | 1. Rinse quinoa under cold water and cook according to package instructions. Set aside to cool. 2. While cooking quinoa, prepare the za'atar glaze by mixing olive oil, lemon juice, tahini, salt, pepper, and lemon zest in a small bowl. Set aside. 3. Season salmon fillets with za'atar seasoning on both sides. 4. Heat a g... | 25 | 500 | 30 | 25 | 15 | 150 | Middle-Eastern | gluten-free |
Moderate strain, low sleep score, depressed hrv | sleep-deprived | 11.1 | 3.6 | 29 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Hearty Grilled Chicken and Sweet Potato Bowl | 3 boneless chicken breasts, 4 sweet potatoes, 2 tbsp olive oil, salt, pepper, 1 small onion, 3 cloves garlic, 1/2 cup quinoa, 1/2 cup cherry tomatoes, 1 avocado, 2 tbsp chopped fresh parsley, lemon juice | 1. Preheat oven to 400°F (200°C). Season chicken breasts with salt and pepper. Drizzle with olive oil and place on a baking sheet. Bake for 25 minutes. 2. Peel and cube sweet potatoes. Toss with olive oil, salt, and pepper. Roast in the oven for about 25 minutes until tender. 3. Heat a tablespoon of olive oil in a pan.... | 15 | 650 | 40 | 60 | 20 | 250 | American | omnivore |
Moderate strain, adequate sleep | strength-recovery | 12.1 | 8 | 45 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Omega-Boosted Salmon and Sweet Potato Bowl | fresh salmon fillet, sweet potato, spinach, avocado, olive oil, lemon, dill, chives, garlic, red onion, walnuts, salmon roe (caviar) | 1. Preheat oven to 180°C (350°F). Cut sweet potato into small cubes and drizzle with olive oil. Season with salt and pepper. Roast for 25 minutes or until tender. 2. While sweet potato roasts, season salmon with lemon juice, salt, and pepper. Grill or pan-fry until cooked through. Let rest. 3. In a separate pan, sauté ... | 45 | 620 | 40 | 70 | 25 | 100 | American | pescatarian |
Low strain, low sleep score, depressed hrv | sleep-deprived | 8 | 3.1 | 31 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Healing Baked Ziti with Spinach and Sunflower Seeds | Pasta (ziti), fresh spinach, sunflower seeds, ricotta cheese, cherry tomatoes, garlic, olive oil, lemon zest, Parmesan cheese, black pepper, sea salt | 1. Preheat oven to 375°F (190°C). Cook ziti according to package until al dente, drain, and set aside. 2. In a skillet, sauté garlic in olive oil until fragrant, add cherry tomatoes, and cook until they start to break down. Add a pinch of sea salt and lemon zest, then remove from heat and let cool. 3. In a large mixing... | 15 | 380 | 10 | 46 | 10 | 360 | Italian | omnivore |
Low strain, low sleep score | sleep-deprived | 6.2 | 4.2 | 44 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Mango-Tahini Sweet Potato Avocado Bowl | ripe sweet potatoes, mangoes, avocado, tahini, maple syrup, chia seeds, lemon juice, salt, fresh mint leaves | 1. Peel and chop 1 sweet potato into small cubes. 2. Blend 1 ripe mango with 2 tbsp tahini, 1 tsp lemon juice, and a drizzle of maple syrup until smooth. 3. Steam the sweet potato cubes until tender, about 5-7 minutes. 4. In a separate bowl, mash 1 ripe avocado. 5. Combine steamed sweet potatoes and mashed avocado in a... | 15 | 280 | 6 | 45 | 12 | 300 | Italian | vegan |
Low strain, low sleep score, depressed hrv | sleep-deprived | 5.8 | 3.4 | 28 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Magnesium-Max Quinoa Bowl | quinoa, sweet potatoes, black beans, avocado, almond butter, chia seeds, spinach, olive oil, salt, pepper, lemon juice | 1. Cook quinoa according to package instructions. 2. Peel and chop sweet potatoes into small pieces. 3. Bake sweet potatoes at 400°F (200°C) for 25 minutes. 4. While sweet potatoes cook, rinse and drain black beans. Season with salt and pepper. 5. Heat olive oil in a pan over medium heat. Add black beans, cover, and si... | 15 | 400 | 12 | 55 | 12 | 180 | American | omnivore |
Low strain, low sleep score, depressed hrv | sleep-deprived | 4.9 | 4.5 | 26 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Hearty Chickpea and Sweet Potato Hash | 1 can chickpeas, drained and rinsed, 1 sweet potato, diced, 2 cloves garlic, minced, 1 tbsp olive oil, 1 small onion, chopped, salt, pepper, 1 tsp paprika, 1/4 tsp cumin | 1. Heat olive oil in a large skillet over medium heat. Add sweet potatoes and cook until golden brown, about 5 minutes. Add onions and cook until soft, about 3 minutes. 2. Stir in chickpeas, garlic, paprika, and cumin. Season with salt and pepper. Cook for another 5 minutes. Serve hot. | 15 | 369 | 7 | 56 | 8 | 220 | American | vegetarian |
High cardiovascular strain, low sleep score, elevated stress, depressed hrv | high-stress | 15.7 | 4.6 | 29 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Green Spinach Halwa with Walnuts and Dates | 50g Medjool dates, 200g baby spinach, 100g sliced walnuts, 1 tbsp olive oil, 1 lemon, salt, 1 tsp ground cumin | 1. Wash and chop baby spinach. Squeeze lemon juice over spinach and season with salt and cumin. Set aside. 2. Add olive oil to pan and toast walnuts until fragrant, about 3-4 minutes. 3. Place spinach mixture into food processor along with dates. Process until smooth, adding more spinach if needed. 4. Spoon mixture int... | 15 | 365 | 7 | 49 | 14 | 165 | Middle-Eastern | vegetarian |
Low strain, low sleep score | sleep-deprived | 5 | 4.2 | 41 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Amaranth and Sesame Sweet Potato Buddha Bowl | 1 cup cooked amaranth, 1 sweet potato, 2 tbsp tahini, 1 tbsp soy sauce, 1/4 cup chopped cilantro, 1/4 tsp black pepper, 1 tbsp sesame seeds, 1/4 cup diced red bell pepper, 1 avocado, 1 lime, salt to taste | 1. Preheat oven to 400°F (200°C). Place sweet potato in a small baking dish and bake for 30-35 minutes until tender. Cool and slice into rounds. 2. In a bowl, mix cooked amaranth with sliced sweet potatoes, chopped cilantro, black pepper, sesame seeds, and lime juice. Season with salt. 3. Top the mixture with diced red... | 15 | 396 | 8 | 72 | 10 | 36 | Asian | vegetarian |
Moderate strain, suboptimal sleep, depressed hrv | endurance-recovery | 14.1 | 5.7 | 32 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Asian Sweet Chili Quinoa Bowl | quinoa, chicken breast, sweet chili sauce, mixed vegetables (carrots, bell peppers), sesame seeds, garlic, ginger, soy sauce, olive oil, lime juice, chia seeds, coconut water, salt, pepper | 1. Rinse quinoa and cook according to package instructions. Set aside to cool. 2. Grill or pan-fry chicken breast until fully cooked. Slice into strips and set aside. 3. Mix cooked quinoa with sweet chili sauce in a bowl. Add sliced chicken and mixed vegetables. Toss well. 4. Sprinkle sesame seeds, chopped garlic, minc... | 20 | 450 | 25 | 50 | 10 | 200 | Asian | omnivore |
Moderate strain, adequate sleep, signs of dehydration | rehydration | 10.1 | 7.3 | 40 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Vegetarian Radicchio and Tomato Quinoa Bowl with Lemon Herb Dressing | 1 cup quinoa, 2 cups water, 1 large red radicchio, thinly sliced, 4 large tomatoes, diced, 3 cloves garlic, minced, 1 tbsp olive oil, 1 tsp dried thyme, 1/2 tsp salt, 1/4 tsp black pepper, 1 lemon, juiced, 4 tbsp chopped fresh parsley, 4 tbsp fresh basil leaves | 1. Rinse quinoa under cold water. In a medium saucepan, combine quinoa and 2 cups of water. Bring to a boil over high heat, then reduce to a simmer, cover, and cook for about 15 minutes or until the liquid is absorbed. Fluff with a fork and set aside to cool. 2. While the quinoa cooks, prepare the dressing by whisking ... | 20 | 400 | 9 | 50 | 7 | 48 | Italian | vegetarian |
Low strain, adequate sleep | rest-day | 6.2 | 7.3 | 62 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Chia Seed Tacos with Sweet Potato and Black Beans | 1 large sweet potato, peeled and diced, 2 cups cooked black beans, drained and rinsed, 1 cup fresh cilantro, finely chopped, 1/2 cup chia seeds, 1 lime, juiced, 1 small avocado, diced, 1/4 cup diced onion, 1/2 red bell pepper, diced, 1 teaspoon ground cumin, 1/2 teaspoon garlic powder, salt and pepper to taste, corn to... | 1. Preheat oven to 400°F (200°C). Line a baking sheet with parchment paper. Place sweet potato pieces on the sheet and bake for 25 minutes until tender. Remove from oven and set aside to cool. 2. In a medium bowl, mix together black beans, cilantro, chia seeds, lime juice, diced avocado, onion, bell pepper, cumin, garl... | 30 | 462 | 9 | 62 | 12 | 120 | Mexican | vegetarian |
High cardiovascular strain, suboptimal sleep, depressed hrv | endurance-recovery | 19.8 | 6 | 33 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Middle Eastern Green Chickpea Stew with Tahini Sauce | 1 can chickpeas (rinsed and drained), 2 cloves garlic, 1 medium onion (diced), 1 zucchini (diced), 1 bell pepper (red, diced), 1 lemon, 1/4 cup tahini, 1/4 cup water, salt to taste, 1 tbsp olive oil, 1 tbsp fresh mint, 1 tbsp fresh parsley, pinch of cumin, pinch of paprika, pinch of cinnamon, pinch of coriander | 1. In a large pot, heat olive oil over medium heat. Add onions and garlic, sauté until translucent. 2. Add diced zucchini and bell pepper, cook for about 5 minutes. 3. Drain and add chickpeas to the pot. Stir well. 4. Pour in enough water to cover all ingredients, season with cumin, paprika, and cinnamon. Bring to a bo... | 25 | 300 | 9 | 45 | 8 | 150 | Middle-Eastern | vegetarian |
High cardiovascular strain, adequate sleep, depressed hrv | endurance-recovery | 15 | 7.7 | 31 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Carb-Crunch Quinoa Bowl | 1 cup gluten-free quinoa, 2 cups water, 1 medium sweet potato, 1 avocado, 1 tbsp olive oil, 1 lemon, salt, black pepper, 1 tsp garlic powder, 1/4 cup chopped fresh parsley, 1/2 cup almond milk, pinch of sea salt, 1 scoop of gluten-free protein powder (vanilla) | 1. Rinse quinoa in a fine mesh strainer and cook with 2 cups of water in a medium saucepan over medium heat until tender and the liquid is absorbed, about 15 minutes. Let it cool. 2. Peel sweet potato and chop into small cubes. Microwave in a microwave-safe bowl covered with a damp paper towel until tender, about 6 min... | 25 | 389 | 10 | 48 | 13 | 100 | American | gluten-free |
High cardiovascular strain, adequate sleep, signs of dehydration | rehydration | 20 | 7.5 | 52 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Amaranth and Coconut Milk Rice Pudding with Lime and Mint | 1 cup uncooked amaranth, 2 cups water, 1 can (14 oz) coconut milk, 1/4 cup grated fresh ginger, 1 lime, 1/4 cup chopped fresh mint, salt to taste, 1/4 tsp ground cardamom, 1/4 tsp turmeric | 1. Rinse the amaranth well under running water. In a medium saucepan, combine the amaranth and water. Bring to a boil, then reduce heat to low, cover, and simmer until the amaranth is tender and the liquid is absorbed, about 30 minutes. 2. In another saucepan, heat the coconut milk over low heat. Add the ginger, lime j... | 25 | 368 | 7 | 49 | 9 | 110 | Indian | vegetarian |
Low strain, low sleep score | sleep-deprived | 8.3 | 3.3 | 39 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Chia Seed Porridge with Tofu and Dates | 2 tbsp chia seeds, 1 cup almond milk, 1 ripe date, 1/2 cup sliced almonds, pinch of cinnamon, 1 scoop vegan protein powder | 1. Soak chia seeds in almond milk in a bowl for 5 minutes. Add sliced almonds and mix well. 2. In a blender, add soaked chia seeds, 1 date, and a pinch of cinnamon. Blend until smooth. 3. Pour the blended mixture into the bowl with soaked seeds. Stir in vegan protein powder. 4. Let sit for 5 more minutes, then serve. | 15 | 380 | 12 | 40 | 7 | 150 | Indian | vegan |
High cardiovascular strain, adequate sleep | strength-recovery | 18.1 | 6.6 | 50 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Za'atar-Glazed Chicken Thighs with Quinoa Pilaf | 1 chicken thigh, skin removed and bone-in, 2 cups quinoa, 2 medium tomatoes, 1 small cucumber, 1/4 red onion, 1/4 cup chopped parsley, 1/4 cup chopped mint, 1/4 cup Za'atar spice mix, 2 tbsp olive oil, 1 lemon, salt, pepper | 1. Rinse quinoa and cook according to package instructions. Set aside. 2. Cut chicken into bite-sized pieces. In a bowl, marinate chicken with half of the Za'atar, olive oil, lemon juice, salt, and pepper for 30 minutes. 3. Sauté tomatoes, cucumber, and red onion in olive oil until tender. Remove from heat. 4. Grill ch... | 25 | 605 | 35 | 75 | 19 | 120 | Middle-Eastern | gluten-free |
Moderate strain, suboptimal sleep, elevated stress, depressed hrv | high-stress | 14.5 | 5.6 | 34 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Magnesium Greens Power Bowl | quinoa, spinach, cucumber, avocado, chia seeds, hemp seeds, lemon, olive oil, maple syrup, garlic, ginger, turmeric, cayenne pepper, tamari, nutritional yeast, kale | 1. Prepare quinoa according to package directions. Let it cool. 2. In a small mixing bowl, combine spinach, cucumber, and avocado. Drizzle with olive oil, lemon juice, and a pinch of salt. Toss to mix. 3. In a separate bowl, blend together the tahini, tamari, garlic, ginger, turmeric, and cayenne pepper into a smooth p... | 40 | 350 | 8 | 45 | 15 | 320 | American | vegetarian |
Low strain, suboptimal sleep, elevated stress | high-stress | 6.2 | 6.1 | 35 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Mediterranean Green Spinach Pesto | 1 cup fresh spinach, 1/2 ripe avocado, 1/4 cucumber, 1/4 red onion, 1/2 lemon, 1/2 cup pine nuts, 1/4 cup walnuts, 1/2 cup Greek yogurt, 1 tsp Dijon mustard, 1 tbsp extra virgin olive oil, salt, pepper, 1 tsp ground cumin, pinch of red pepper flakes | 1. In a blender, puree 1 cup fresh spinach, 1/2 ripe avocado, 1/4 cucumber, 1/4 red onion, juice of 1/2 lemon, 1/2 cup pine nuts, and 1/4 cup walnuts until smooth. Add 1 tsp Dijon mustard, 1 tbsp extra virgin olive oil, salt, pepper, 1 tsp ground cumin, and a pinch of red pepper flakes. Blend until well combined and sm... | 40 | 556 | 10 | 31 | 17 | 150 | Mediterranean | omnivore |
Low strain, adequate sleep | rest-day | 1.1 | 6.8 | 54 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Mediterranean Seaweed Stuffed Chickpeas | 1 can chickpeas, drained and rinsed, 1 cup mixed seaweeds (dulse, kelp, nori), 1/2 red onion, 1 bell pepper, 1 zucchini, olive oil, lemon juice, salt, pepper, fresh parsley, mint | 1. Preheat oven to 375°F (190°C). 2. Rinse chickpeas and pat dry. Cut red onion and bell pepper into small cubes, zucchini into thin rounds. 3. In a large bowl, mix chickpeas, chopped seaweeds, red onion, bell pepper, and zucchini. 4. Drizzle with olive oil and squeeze lemon juice over the mixture. Season with salt and... | 45 | 350 | 10 | 55 | 12 | 100 | Middle-Eastern | pescatarian |
High cardiovascular strain, suboptimal sleep, depressed hrv | endurance-recovery | 18.3 | 5.7 | 30 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Avocado Cauliflower Fried Rice with Poached Eggs | gluten-free rice vermicelli, cauliflower florets, avocado, poached eggs, sliced almonds, soy sauce, sesame seeds, gluten-free tamari, ginger, garlic, green onions, black pepper, salt, gluten-free oats, chia seeds, honey, flaxseeds, lemon juice, gluten-free crackers, mixed nuts, maple syrup | 1. Rinse and cook the rice vermicelli according to package instructions until al dente. Drain and set aside. 2. Preheat a pan with oil over medium heat. Add cauliflower florets, sliced almonds, ginger, garlic, and sauté until tender. 3. In a separate pan, whisk together soy sauce, sesame seeds, gluten-free tamari, chia... | 25 | 420 | 18 | 60 | 20 | 100 | American | gluten-free |
High cardiovascular strain, adequate sleep, signs of dehydration | rehydration | 20.1 | 7.8 | 49 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Kesar Mint Chutney Vegetable Pudding | 1 can chickpeas, drained and rinsed, 1 cup coconut milk, 1/2 cup cashews, 1 tbsp grated fresh kesar (kesar, also known as saffron), 1 tbsp chopped fresh mint, 1 tsp lemon juice, salt to taste, 1/4 cup water, 1 tbsp olive oil, 1 tsp garam masala | 1. In a blender, combine chickpeas, coconut milk, cashews, kesar, mint, lemon juice, salt, and water. Blend until smooth. 2. Transfer mixture into a medium saucepan and heat over low-medium heat, stirring occasionally, until it thickens slightly. Add olive oil and garam masala, mix well, and remove from heat. Serve war... | 25 | 293 | 7 | 40 | 8 | 42 | Indian | vegetarian |
Moderate strain, low sleep score, depressed hrv | sleep-deprived | 9 | 4 | 29 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Miso-Soy Temaki Roll with Carrot and Hemp Seeds | Japanese Miso Soy Sauce, cooked brown rice, fresh carrots, sesame seeds, shiitake mushrooms, nori sheets, cashews, hemp seeds, tamari sauce, sesame oil | 1. Cook the brown rice according to package instructions. 2. Slice the carrots into thin strips. 3. Dice the shiitake mushrooms and lightly sauté them in sesame oil. 4. In a bowl, mix cooked rice with sautéed mushrooms and chopped carrots. Add a handful of cashews and hemp seeds. Season with miso soy sauce and tamari s... | 15 | 400 | 9 | 62 | 8 | 250 | Japanese | vegan |
Low strain, adequate sleep | rest-day | 4.9 | 8.3 | 67 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Aamras Kheer with Almond Crumble | 50g basmati rice, 1 small ripe banana, 1/4 cup chopped almonds, 1 tbsp cashew nuts, 1/2 tsp saffron threads, 1/2 cup milk, 1 tbsp honey, pinch of salt, 1/2 cup water, 1/2 tsp cardamom powder | 1. Rinse the rice thoroughly under cold running water and soak it in 1/2 cup water for at least 30 minutes. Drain and rinse again. 2. In a pan, add 1/2 cup water and 1/2 tsp cardamom powder. Bring to a boil. Add soaked rice and cook until soft, stirring occasionally. Remove from heat and set aside. 3. Heat milk in a sa... | 20 | 480 | 7 | 89 | 6 | 120 | Indian | omnivore |
Low strain, adequate sleep | rest-day | 5.2 | 7.4 | 62 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Golden Chia Seed Porridge with Sweet Potato and Almond Milk | 1 cup rolled oats, 1/2 cup golden chia seeds, 1 medium sweet potato, 1 cup unsweetened almond milk, 1 tbsp maple syrup, 1 tsp ground cinnamon, 1/4 tsp ground cardamom, pinch of nutmeg, salt to taste, 1/4 cup fresh berries (such as blueberries or strawberries), 1 tbsp chopped nuts (such as almonds or pistachios) | 1. Preheat oven to 400°F (200°C). Cut the sweet potato into small cubes and place them on a baking sheet. Bake for about 25 minutes until tender. Let it cool slightly. 2. In a blender, combine the oats, chia seeds, cooled sweet potato, almond milk, maple syrup, cinnamon, cardamom, nutmeg, and a pinch of salt. Blend unt... | 40 | 389 | 6 | 60 | 7 | 36 | Indian | vegan |
Moderate strain, adequate sleep, signs of dehydration, depressed hrv | rehydration | 13.3 | 6.7 | 34 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Gluten-Free Tomato Basil Avocado Soup | 3 ripe avocados, peeled and diced, 1 large onion, diced, 4 cloves garlic, minced, 1 can diced tomatoes, 2 cups vegetable broth, 1/4 cup fresh basil leaves, 1/2 teaspoon dried oregano, salt and pepper to taste, 1 cup gluten-free corn starch, hot water, 1/2 cup water | 1. In a blender, puree 2 ripe avocados with 1/2 cup of hot water and 1/2 cup of water until smooth. Set aside. 2. In a large pot, sauté diced onion and minced garlic in 2 tablespoons of olive oil until translucent. Add diced tomatoes and vegetable broth, bring to a boil. Reduce heat and simmer for 15 minutes. 3. Stir i... | 20 | 387 | 7 | 56 | 17 | 157 | Italian | gluten-free |
High cardiovascular strain, adequate sleep | strength-recovery | 20.1 | 7.9 | 54 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Vegetarian Quinoa and Black Bean Bowl with Avocado Lime Sauce | quinoa, black beans, bell peppers, corn, avocado, lime juice, garlic, cumin, chili powder, olive oil, salt, cilantro, almonds, maple syrup, chia seeds | 1. Cook quinoa according to package instructions. Set aside. 2. In a large bowl, mix cooked quinoa with canned black beans, diced bell peppers, and corn. 3. In a blender, combine avocado, lime juice, minced garlic, cumin, chili powder, olive oil, salt, and a handful of fresh cilantro. Blend until smooth. Season with ma... | 25 | 400 | 18 | 55 | 16 | 170 | Mexican | vegetarian |
Low strain, low sleep score | sleep-deprived | 8.3 | 4.9 | 39 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Mediterranean Avocado Chickpea Salad | avocado, cherry tomatoes, cucumber, red onion, baby spinach, halved cherry tomatoes, feta cheese, lemon juice, olive oil, pine nuts, quinoa, black beans, garlic, salt, pepper | 1. In a large bowl, combine chopped avocado, halved cherry tomatoes, sliced cucumber, diced red onion, and baby spinach. Add a handful of halved cherry tomatoes and crumbled feta cheese. Drizzle with olive oil and lemon juice. Season with salt and pepper. Toss gently. 2. While the salad is tossing, cook quinoa accordin... | 15 | 410 | 16 | 48 | 14 | 210 | Mediterranean | pescatarian |
Moderate strain, adequate sleep, signs of dehydration | rehydration | 14.3 | 6.9 | 41 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Guacamole and Quinoa Salad | quinoa, black beans, diced tomatoes, avocado, red onion, corn kernels, lime juice, olive oil, chili powder, salt, cumin, fresh coriander leaves, gluten-free tortilla chips (optional) | 1. Cook quinoa according to package instructions. Let it cool. 2. In a large bowl, combine cooked quinoa, canned black beans, diced tomatoes, and corn kernels. 3. Cut avocado into cubes and add to the salad. 4. Finely chop red onion and add to the bowl. 5. In a small bowl, whisk together lime juice, olive oil, chili po... | 20 | 438 | 10 | 52 | 14 | 34 | Mexican | gluten-free |
Low strain, adequate sleep | rest-day | 7.8 | 8.5 | 66 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Za'atar Quinoa and Feta Stuffed Chicken Breast | 2 chicken breasts, 1/2 cup quinoa, 1/4 cup feta cheese, 1 tbsp za'atar seasoning, 1 lemon, 2 garlic cloves, salt, pepper | 1. Preheat oven to 375°F (190°C). 2. Rinse chicken breasts and season with za'atar, salt, and pepper. 3. Cook chicken in a pan over medium heat until golden brown on both sides. 4. While chicken is cooking, cook quinoa according to package instructions. 5. Once chicken is cooked, let it cool slightly. 6. Gently stuff e... | 30 | 355 | 31 | 25 | 10 | 111 | Middle-Eastern | omnivore |
Low strain, adequate sleep | rest-day | 6.7 | 8.1 | 69 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Vegetarian Spinach and Artichoke Risotto | 2 cups Arborio rice, 1 can of diced tomatoes, 1 cup fresh spinach, 1 medium artichoke, 1 onion, 3 cloves garlic, 4 cups vegetable broth, 1/4 cup white wine, 2 tablespoons olive oil, salt, pepper, nutritional yeast (optional), lemon zest, chives (optional) | 1. Rinse and soak artichokes in water overnight. Remove outer leaves and chop artichokes into small pieces. 2. In a large pan, heat olive oil over medium heat, sauté chopped onions until translucent. Add minced garlic and cook for another minute. 3. Stir in rinsed arborio rice and toast it lightly, about 1-2 minutes. 4... | 45 | 372 | 9 | 54 | 8 | 45 | Italian | vegetarian |
Moderate strain, adequate sleep, elevated stress | high-stress | 10 | 6.8 | 35 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Mediterranean Green Quinoa Salad with Avocado and Walnuts | 1 cup quinoa, 2 cups water, 1 can (14 oz) chickpeas, drained, 1 cucumber, diced, 1/2 red bell pepper, diced, 1/4 cup fresh spinach, 1/4 cup fresh arugula, 1/2 avocado, sliced, 2 tbsp olive oil, lemon juice from 1 lemon, salt and pepper to taste, 1 tsp ground cumin, 1 tsp dried oregano, 1/4 tsp black pepper, 1 tbsp chop... | 1. Rinse the quinoa under cold water and drain. In a saucepan, combine the quinoa and water. Bring to a boil, then reduce heat to low, cover, and simmer for about 15 minutes or until the liquid is absorbed. Fluff with a fork and let it cool. 2. In a large bowl, mix the cooled quinoa, chickpeas, cucumber, bell pepper, s... | 20 | 307 | 8 | 40 | 16 | 210 | Italian | vegetarian |
Moderate strain, suboptimal sleep, elevated stress, depressed hrv | high-stress | 12 | 5.5 | 27 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Kale and Chia Pomegranate Porridge | 1 cup pomegranate seeds, 1/2 cup dried cranberries, 1/4 cup slivered almonds, 1/4 cup chia seeds, 1 cup cooked quinoa, 1/2 cup chopped kale, 1/2 avocado, 1/4 tsp ground cinnamon, 1/4 tsp ground nutmeg, salt to taste | 1. In a blender, combine pomegranate seeds, dried cranberries, slivered almonds, chia seeds, and salt. Blend until smooth. 2. In a medium saucepan, bring 1 cup of water to a boil. Add cooked quinoa and let it simmer for 5 minutes. Remove from heat and stir in kale. Cover and let sit for 5 minutes. 3. Add cooked quinoa ... | 30 | 478 | 6 | 66 | 14 | 150 | Middle-Eastern | vegan |
Moderate strain, low sleep score, elevated stress, depressed hrv | high-stress | 13.5 | 4.5 | 29 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Mushroom Ricotta Stuffed Bell Peppers with Olive Oil and Herbs | Bell peppers, gluten-free quinoa, olive oil, spinach, fresh mushrooms, ricotta cheese, red onion, garlic, salt, black pepper, dried basil, dried oregano, lemon zest | 1. Preheat oven to 400°F (200°C). Slice bell peppers in half lengthwise and remove seeds. Rinse quinoa and cook according to package directions. 2. In a blender, combine ricotta, spinach, red onion, garlic, herbs, salt, and pepper. Season with lemon zest to taste. Mix well. 3. Stuff each bell pepper half with the ricot... | 15 | 375 | 9 | 36 | 10 | 170 | Italian | gluten-free |
Moderate strain, adequate sleep | strength-recovery | 12.3 | 7.9 | 43 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Feta Tahini Quinoa Salad with Roasted Pumpkin Seeds | 1 cup quinoa, 2 cups water, 1 medium-sized pumpkin, 1/4 cup feta cheese, 1/4 cup tahini, 2 tablespoons lemon juice, 2 cloves garlic, salt and pepper to taste, 1/4 cup chopped fresh parsley, 1/4 cup roasted pumpkin seeds, 1 avocado, 1/4 red onion, 1 tablespoon olive oil, pinch of cumin | 1. Rinse quinoa under cold water and cook it with 2 cups of water in a medium saucepan until fully cooked, about 15 minutes. Remove from heat, fluff with a fork, and set aside to cool. 2. Meanwhile, cut the pumpkin into small cubes and place them in a pan with a little bit of water. Cover and roast in the oven at 400°F... | 35 | 422 | 17 | 52 | 15 | 81 | Middle-Eastern | vegetarian |
Low strain, low sleep score, depressed hrv | sleep-deprived | 5.5 | 3.4 | 31 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Moroccan Pistachio and Chickpea Medley | 1 can chickpeas, drained and rinsed, 200g cooked, 1/2 cup roasted pistachios, 1/4 cup tahini, 1 tbsp lemon juice, 2 tbsp olive oil, 1 clove garlic, salt, pepper, 1 medium sweet potato, 1 cup quinoa, 200g mixed berries, 1/4 tsp cumin | 1. In a bowl, combine chickpeas, roasted pistachios, tahini, lemon juice, olive oil, minced garlic, salt, and pepper. Mix well. 2. Preheat oven to 180°C. Toss sweet potato and quinoa with a drizzle of olive oil, salt, and pepper. Place on a baking sheet and bake for 20 minutes. 3. Remove from oven and add sweet potato ... | 15 | 407 | 9 | 60 | 10 | 200 | Middle-Eastern | pescatarian |
Low strain, adequate sleep, elevated stress | high-stress | 8 | 6.5 | 47 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Green Olive Medley with Roasted Chickpeas and Lemon Herb Dressing | 1 cup pitted green olives, 1 can chickpeas (15 oz), 1 lemon, 1/4 cup olive oil, 2 cloves garlic, 1/4 teaspoon dried thyme, salt and pepper to taste, 1/2 cup arugula, 1/4 cup fresh parsley, 1/4 cup feta cheese (optional) | 1. Preheat oven to 400°F (200°C). Drain and rinse chickpeas. Toss with 1 tablespoon olive oil, minced garlic, thyme, salt, and pepper. Spread evenly on a baking sheet and roast for 25 minutes until golden brown. Let cool. 2. In a small bowl, zest one lemon and juice the other. Add remaining olive oil, lemon juice, and ... | 20 | 270 | 9 | 26 | 12 | 80 | Mediterranean | omnivore |
Low strain, adequate sleep | rest-day | 2.4 | 8.2 | 70 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Fajita Avocado Quinoa Bowl | 1 cup quinoa, 2 cups water, 1 can black beans, drained and rinsed, 1 red bell pepper, sliced, 1 yellow bell pepper, sliced, 1/2 cup corn kernels, 1 avocado, diced, 1/4 cup cilantro, chopped, 1 lime, juiced, salt, pepper, 8 whole wheat tortillas, 2 tbsp olive oil, 1 tsp cumin, 1 tsp chili powder, 1 tsp garlic powder, 1/... | 1. Rinse quinoa under cold water and cook according to package directions, using 2 cups of water. Once cooked, fluff with a fork and set aside. 2. In a large skillet, heat 1 tablespoon of olive oil over medium-high heat. Add cumin, chili powder, garlic powder, paprika, coriander, and cinnamon. Cook for about 1 minute u... | 40 | 652 | 17 | 87 | 11 | 120 | Mexican | omnivore |
Low strain, adequate sleep | rest-day | 6.4 | 7.6 | 68 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Smoky Lentil and Quinoa Pilaf | 1 cup quinoa, 1 can black beans (rinsed and drained), 1 cup brown lentils, 1 large onion, 3 cloves garlic, 2 tbsp olive oil, 2 tbsp smoked paprika, 1 tsp ground cumin, 1 tsp dried oregano, salt and pepper to taste, 1 cup chopped kale, lemon wedges for serving | 1. Rinse the quinoa and cook according to package instructions. Set aside. 2. In a large pan, heat olive oil over medium heat. Add onion and sauté until translucent. Add garlic, smoked paprika, cumin, and oregano; cook for 1 minute. 3. Add rinsed black beans and cooked quinoa to the pan. Stir well. 4. Add rinsed and dr... | 20 | 419 | 14 | 56 | 7 | 174 | American | omnivore |
Moderate strain, suboptimal sleep, elevated stress | high-stress | 13.2 | 5.4 | 38 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Green Spinach & Almond Butter Bowl | spinach, almond butter, avocado, cucumber, cherry tomatoes, sliced almonds, lemon juice, olive oil, sea salt, gluten-free quinoa, lemon zest | 1. Rinse and chop 2 cups of spinach. 2. Mash 1/4 cup of almond butter until creamy. 3. Dice half of an avocado and mix with 1/4 cup of olive oil, 1 tsp of lemon juice, and a pinch of sea salt. 4. Halve 3 cucumber slices and add 1/2 cup of cherry tomatoes to a small bowl. Season with salt. 5. Toast 1/4 cup of sliced alm... | 40 | 400 | 12 | 45 | 20 | 400 | American | gluten-free |
High cardiovascular strain, suboptimal sleep | strength-recovery | 17.8 | 6.4 | 42 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Quinoa Chickpea Buddha Bowl | quinoa, chickpeas, roasted sweet potato, avocado, kale, olive oil, lemon juice, chia seeds, tahini, maple syrup, cumin, smoked paprika, garlic powder, nutritional yeast, salt, pepper | 1. Cook quinoa according to package instructions and set aside. 2. Roast sweet potatoes with a drizzle of olive oil, cumin, and smoked paprika until tender. Let cool and chop into chunks. 3. Drain and rinse chickpeas. Sauté them in olive oil until lightly browned. Season with garlic powder and cumin. 4. Mix roasted swe... | 25 | 420 | 18 | 63 | 18 | 400 | Mediterranean | vegan |
High cardiovascular strain, adequate sleep, signs of dehydration | rehydration | 16.6 | 7.6 | 54 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Indian Seafood Vahji Korma with Quinoa Pilaf | 1 cup cooked basmati rice, 300g canned tuna, 1 medium onion, 2 garlic cloves, 1 tsp ground cumin, 1 tsp ground coriander, 1 tsp turmeric, 1 tsp garam masala, 1/2 tsp cayenne pepper, 1/2 tsp black salt, 1/4 tsp cardamom powder, 1/4 tsp fennel seed powder, 1 can chickpeas (drained and rinsed), 1 cup chopped tomatoes, 2 c... | 1. Rinse quinoa in a fine mesh strainer and cook it with milk and a pinch of saffron according to package directions. Set aside to cool. 2. Heat olive oil in a pan over medium heat. Add onion, garlic, and sauté until onions are translucent. Add cumin, coriander, turmeric, garam masala, cayenne, black salt, cardamom pow... | 25 | 580 | 30 | 60 | 15 | 200 | Indian | pescatarian |
Low strain, adequate sleep | rest-day | 6.7 | 7.5 | 71 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | MiddleEasternQuinoaStirFry | 1 cup quinoa, 2 cups water, 1 cup chopped bell peppers, 1 cup chopped zucchini, 1 cup chopped carrots, 1 red onion, 3 cloves garlic, 1 tbsp olive oil, 1 tsp cumin, 1 tsp coriander, salt and pepper to taste, 1/4 tsp ground cinnamon, 1/4 tsp turmeric, 1/2 cup cherry tomatoes, 1/2 cup black olives, 1/4 cup fresh parsley, ... | 1. Rinse quinoa under cold water. In a medium saucepan, combine quinoa and water. Bring to a boil, then reduce heat to low, cover, and simmer for about 15 minutes or until all water is absorbed. Remove from heat and let stand covered for 5 minutes. Fluff with a fork. 2. Heat olive oil in a large skillet over medium hea... | 45 | 462 | 10 | 75 | 9 | 224 | Middle-Eastern | vegetarian |
Low strain, adequate sleep | rest-day | 5.4 | 7 | 63 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Miso-glazed Quinoa and Tofu Bowl | 1 cup gluten-free quinoa, 100g firm tofu, 2 tbsp rice vinegar, 2 tbsp mirin, 2 tsp soy sauce, 1 tsp honey, 1 small carrot, 1 small bell pepper, 1/4 red onion, 2 green onions, 1/4 cup sesame seeds, 1/4 cup dried seaweed, 2 tbsp miso paste, salt, pepper | 1. Rinse quinoa and cook according to package instructions. Let it cool. 2. Press tofu until it is flat, then cut into cubes. Season with salt and pepper. Pan-fry tofu cubes in a little oil until golden brown, set aside. 3. In a small pan, combine rice vinegar, mirin, soy sauce, honey, and miso paste. Bring to a simmer... | 45 | 450 | 20 | 50 | 8 | 200 | Japanese | gluten-free |
Moderate strain, suboptimal sleep, elevated stress | high-stress | 9.4 | 6.1 | 49 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Asian Green and Fish Porridge with Omega Boost | 1 can of low-sodium salmon, 1/2 cup cooked quinoa, 1/4 cup baby spinach, 1/4 avocado, 1/2 lemon, 1/2 teaspoon ground coriander, 1/2 teaspoon black pepper, 1/4 cup water, salt to taste, 1/4 tsp turmeric powder | 1. Rinse the salmon and cook it until fully heated through. Remove the skin and bones, then flake into small pieces. 2. Cook quinoa according to package instructions and let cool. 3. In a blender, puree spinach, lemon, coriander, pepper, turmeric, and 1/4 cup water until smooth. Add cooked salmon and mix well. 4. Stir ... | 30 | 380 | 23 | 30 | 14 | 60 | Asian | pescatarian |
High cardiovascular strain, suboptimal sleep, signs of dehydration, depressed hrv | rehydration | 20.6 | 5.9 | 30 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Mexican Avocado Lime Coconut Water Bowl | avocado, lime juice, coconut water, salt, chopped cilantro, jalapenos, diced tomatoes, pico de gallo, tortilla chips | 1. Cut the avocado into slices and arrange them on a large plate. Squeeze a bit of fresh lime juice over the avocado slices. 2. Mix together the coconut water, salt, and a squeeze of lime juice in a small bowl. Stir until the salt is dissolved. Pour this mixture over the avocado slices. 3. Top the avocado slices with c... | 25 | 170 | 3 | 16 | 8 | 32 | Mexican | pescatarian |
Moderate strain, low sleep score | sleep-deprived | 12.5 | 4.5 | 41 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Mediterranean Buckwheat Pilaf with Chickpeas and Spinach | 2 cups cooked quinoa, 1 cup cooked chickpeas, 1 cup chopped spinach, 1/4 cup sun-dried tomatoes, 1/4 cup fresh mint, 1/4 cup pine nuts, 1 avocado, 1 lemon, 1/4 tsp ground cumin, salt and pepper to taste | 1. In a large bowl, mix cooked quinoa, chickpeas, chopped spinach, sun-dried tomatoes, fresh mint, and pine nuts. Squeeze half a lemon over the mixture. Toss gently to combine. Season with cumin, salt, and pepper. | 15 | 350 | 10 | 50 | 9 | 150 | Mediterranean | vegan |
Moderate strain, low sleep score | sleep-deprived | 12 | 3.8 | 38 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Za'atar-Roasted Vegetable and Quinoa Bowl | 1 cup quinoa, 2 cups water, 2 medium carrots, 1 small red bell pepper, 1 zucchini, 1/4 cup chopped fresh parsley, 2 tbsp Za'atar seasoning, salt, pepper, 1 tbsp olive oil, 1 tsp lemon juice, 1 tbsp tahini, 1 clove garlic, pinch of cumin | 1. Rinse quinoa and cook it with 2 cups of water until tender. Let it rest covered for 5 minutes before fluffing. 2. Preheat oven to 400°F (200°C). Toss carrots, bell pepper, and zucchini with olive oil, salt, pepper, and Za'atar. Roast for 25-30 minutes. 3. While veggies roast, blend tahini, lemon juice, garlic, and c... | 15 | 369 | 7 | 52 | 8 | 167 | Middle-Eastern | vegetarian |
High cardiovascular strain, suboptimal sleep, signs of dehydration, depressed hrv | rehydration | 16.5 | 5.2 | 32 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Marinated Tomato and Lentil Soup with Feta and Bread | 3 tbsp olive oil, 1 onion, 2 garlic cloves, 1 can (14 oz) diced tomatoes, 1 cup lentils, 1 tsp oregano, 1 tsp basil, salt and pepper to taste, 1 cup feta cheese, 2 slices ciabatta bread, 1 lemon | 1. Heat olive oil in a pot over medium heat. Add chopped onions and minced garlic, sauté until translucent, about 5 minutes. 2. Add diced tomatoes, lentils, oregano, basil, salt, and pepper. Stir well, then bring to a simmer. Cook for 20 minutes, stirring occasionally. 3. While soup simmers, cut ciabatta bread into sli... | 25 | 340 | 8 | 46 | 13 | 90 | Italian | omnivore |
High cardiovascular strain, adequate sleep | endurance-recovery | 17.6 | 7.8 | 54 | Carbohydrate-forward refueling to replenish glycogen, adequate protein for repair, plus electrolytes (sodium, potassium). | Miso-Simmered Sweet Potato and Quinoa Bowl with Avocado Dressing | sweet potatoes, quinoa, black beans, avocado, lemon, olive oil, tamari, miso paste, sea salt, chia seeds, maple syrup, water, spinach | 1. Preheat oven to 400°F (200°C). Slice sweet potatoes into thin rounds and toss with olive oil, sea salt, and a bit of maple syrup. Roast for 25 minutes until golden brown. 2. Cook quinoa according to package instructions. While cooking, soak chia seeds in water for 10 minutes. Drain and mix with miso paste, tamari, l... | 25 | 400 | 12 | 56 | 12 | 120 | Japanese | vegan |
Low strain, adequate sleep | rest-day | 2.4 | 7.8 | 53 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Vegan Green Quinoa Power Bowl | quinoa, spinach, avocado, cherry tomatoes, hemp seeds, cashews, lemon juice, olive oil, salt, pepper | 1. Rinse quinoa under cold water and cook according to package instructions. 2. While quinoa cooks, dice spinach, cut cherry tomatoes, and peel and pit an avocado. 3. In a small bowl, mix diced avocado, halved and pitted cherry tomatoes, hemp seeds, and cashews. Season with a squeeze of fresh lemon juice, a drizzle of ... | 20 | 320 | 9 | 37 | 12 | 180 | American | vegan |
High cardiovascular strain, adequate sleep | strength-recovery | 18.3 | 7.8 | 58 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Gluten-Free Quinoa and Almond Pesto Pasta | Gluten-Free Penne Pasta, Quinoa, Almonds, Cherry Tomatoes, Garlic Cloves, Olive Oil, Parmesan Cheese (optional), Salt, Black Pepper, Lemon Juice, Basil Leaves, Water, Gluten-Free Wheat Flour, Eggs, Chicken Broth | 1. Cook Quinoa according to package instructions. Rinse thoroughly. 2. Prepare Almond Pesto by blending almonds, garlic cloves, lemon juice, salt, and water until smooth. Add egg yolks and blend again. Set aside. 3. Cook Gluten-Free Penne Pasta in boiling water with chicken broth. Drain, rinse under cold water, and set... | 25 | 400 | 25 | 35 | 18 | 100 | Italian | gluten-free |
Low strain, adequate sleep | rest-day | 5.9 | 6.9 | 67 | Balanced, micronutrient-dense maintenance nutrition with fiber and a moderate macro split. | Fattoush Salad with Lentil and Quinoa Pesto | 2 cups mixed lettuce, 1 cup cooked lentils, 1/2 cup quinoa, 1/4 cup fresh parsley, 1/4 cup fresh mint, 1/4 cup pine nuts, 1 lemon, 2 tablespoons tahini, 1 garlic clove, salt, black pepper, 1/4 cup water | 1. In a large bowl, combine mixed lettuce, cooked lentils, quinoa, chopped parsley, and mint. Toss lightly with salt and pepper. 2. In a food processor, pulse together lemon juice, tahini, minced garlic, pine nuts, and water until smooth, adding more water as needed. Season with salt and pepper to taste. 3. Pour pesto ... | 30 | 350 | 9 | 35 | 8 | 200 | Middle-Eastern | vegan |
Moderate strain, low sleep score, elevated stress | high-stress | 11.6 | 4.9 | 44 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Green Leafy Power Bowl | quinoa, spinach, kale, cherry tomatoes, avocado, lemon juice, olive oil, walnuts, chia seeds, hemp hearts, maple syrup, salt, black pepper | 1. Rinse quinoa and cook according to package directions. Let it cool. 2. In a large bowl, mix cooled quinoa with chopped spinach, kale, cherry tomatoes, and avocado. 3. Drizzle with olive oil, lemon juice, and a pinch of salt and black pepper. Toss gently. 4. Sprinkle walnuts, chia seeds, and hemp hearts over the sala... | 15 | 280 | 6 | 40 | 12 | 200 | American | vegetarian |
Moderate strain, low sleep score | sleep-deprived | 13.6 | 4.4 | 41 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Avocado-Miso-Cauliflower Mash with Feta and Walnuts | avocado, miso paste, cauliflower, feta cheese, walnuts, olive oil, lemon juice, sea salt, black pepper, chives | 1. Prepare cauliflower mash: Break cauliflower into florets and steam until tender. Blend with a little olive oil, lemon juice, sea salt, and black pepper. Mix in 2 tablespoons of feta cheese and chives. Set aside. 2. Warm up avocado mash: Blend half of an avocado with a bit of miso paste, a drizzle of olive oil, and a... | 15 | 360 | 9 | 42 | 18 | 100 | Mediterranean | gluten-free |
Moderate strain, suboptimal sleep, elevated stress | high-stress | 9.2 | 5.6 | 44 | Magnesium, omega-3 and leafy greens with vitamin C to support cortisol regulation; limit caffeine and refined sugar. | Zucchini-Spinach Pita Wraps with Quinoa | Quinoa, zucchini, spinach, cucumber, hummus, tahini, lemon juice, olive oil, red pepper flakes, salt, olive oil spray, pita breads | 1. Cook quinoa according to package instructions and set aside. 2. Halve and deseed zucchinis, spiralize into noodles, then steam until tender. Set aside. 3. Wash and spin dry spinach, place in a large mixing bowl. 4. Slice cucumbers into thin rounds and add to bowl. 5. Mix in steamed zucchini noodles. 6. Mash hummus i... | 20 | 400 | 12 | 35 | 12 | 150 | Middle-Eastern | vegetarian |
High cardiovascular strain, adequate sleep, signs of dehydration | rehydration | 18.1 | 7.6 | 47 | Fluids with sodium and potassium plus water-rich foods to restore hydration and electrolyte balance. | Guacamole Lime Chicken Tacos | chicken breast, guacamole, lime, salsa, cilantro, corn tortillas, black beans, avocado, diced tomatoes, gluten-free taco seasoning, salt, pepper, olive oil, water, chicken broth | 1. Preheat oven to 400°F (200°C). Season chicken breast with taco seasoning, salt, and pepper. Bake for 20 minutes until fully cooked. Let it rest for 5 minutes. 2. While the chicken is cooking, prepare the guacamole. Mash avocado with a fork, add lime juice, a small amount of water to achieve a spreadable consistency,... | 25 | 500 | 30 | 20 | 15 | 200 | Mexican | gluten-free |
Low strain, low sleep score | sleep-deprived | 8.6 | 3.3 | 40 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Magnesium Tryptophan Risotto | quinoa, vegetable broth, sunflower seeds, chia seeds, cashews, pumpkin puree, lemon juice, nutritional yeast, salt, black pepper | 1. Rinse quinoa and soak it in cold water for at least 30 minutes. Strain and cook as per package instructions, adding a pinch of salt. Set aside. 2. In a separate pan, sauté sunflower seeds and chia seeds until fragrant, then add soaked quinoa and mix well. Stir in pumpkin puree and cook until heated through. 3. Add v... | 15 | 350 | 7 | 52 | 8 | 210 | Italian | vegan |
Moderate strain, low sleep score | sleep-deprived | 11.5 | 3.5 | 39 | Magnesium and tryptophan-rich foods plus complex carbs to support sleep; avoid caffeine and heavy fats; keep prep short. | Za'atar-Roasted Chickpea and Sweet Potato Bowl | 1 medium sweet potato, peeled and cubed, 200g canned chickpeas, 2 tbsp za'atar spice mix, 1/4 cup chopped fresh parsley, 1/4 cup chopped fresh cilantro, 1/4 cup sliced almonds, salt, olive oil, lemon juice, pinch of cayenne pepper | 1. Preheat oven to 180°C. Season sweet potato cubes with salt and drizzle with olive oil. Roast until tender, about 20 minutes. 2. While sweet potato roasts, combine chickpeas with za'atar, chopped parsley, and cilantro in a bowl. Season with salt, lemon juice, and cayenne pepper to taste. Mix well. 3. Arrange roasted ... | 15 | 420 | 16 | 62 | 12 | 200 | Middle-Eastern | omnivore |
Moderate strain, suboptimal sleep | strength-recovery | 14 | 6.3 | 67 | High-quality protein for muscle protein synthesis and repair, moderate complex carbohydrates to refill glycogen, and anti-inflammatory fats. | Hearty Chicken Adobado Burrito Bowl | chicken thighs, brown rice, corn, black beans, avocado, salsa, lime, olive oil, cumin, coriander, paprika, cinnamon, garlic, honey, salt, pepper, lime juice, diced tomatoes, cilantro, quinoa, chives | 1. Preheat oven to 400°F (205°C). Season chicken thighs with cumin, coriander, paprika, cinnamon, garlic, honey, salt, and pepper. Roast in the oven for about 25 minutes until cooked through. 2. Cook brown rice and black beans separately. 3. In a small bowl, mix olive oil, lime juice, lime zest, cilantro, and chives. 4... | 20 | 600 | 40 | 60 | 15 | 200 | Mexican | omnivore |
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Bio-Bite — Recovery Nutrition Dataset
A synthetic dataset of 10,000 recovery profiles paired with matching recovery recipes. Each row links a physiological state (strain, sleep, HRV) to a rule-grounded nutritional target and a generated recipe intended to address it.
Built for the Bio-Bite project: an app that reads the recovery data a smartwatch already collects — strain, sleep, HRV — and turns it into a personalized recovery meal and a next-day plan.
Dataset summary
| Rows | 10,000 |
| Features | 17 (text + numeric + categorical) |
| Language | English |
| Generated by | Qwen/Qwen2.5-3B-Instruct (zero-shot prompting, run locally on a free Colab T4 GPU) |
| Seeds | 6 seeded chunks (seed = 1…6), merged and de-duplicated |
Features
| Column | Type | Description |
|---|---|---|
Physiological_State |
text | Verbal description of the athlete's state |
recovery_category |
categorical | One of 6 recovery goals (label for retrieval evaluation) |
strain_level |
numeric | Training strain, 0–21 (WHOOP-style scale) |
sleep_hours |
numeric | Hours slept |
hrv |
numeric | Heart-rate variability |
Nutritional_Need |
text | The evidence-based need derived from the state |
Recipe_Name |
text | Dish name |
Ingredients |
text | Comma-separated ingredients |
Instructions |
text | Numbered preparation steps |
Prep_Time |
numeric | Minutes |
calories, protein_g, carbs_g, fat_g, magnesium_mg |
numeric | Estimated nutrition |
cuisine, diet_tag |
categorical | 8 cuisines, 5 dietary patterns |
How it was built (and why it's defensible)
The physiology → nutrition mapping is encoded in code, not invented by the model. For each of the 6 recovery categories, recovery-nutrition heuristics (protein-containing foods after resistance exercise, carbohydrate-containing foods after endurance work, nutrient-dense foods for general recovery, and fluids/electrolytes after heavy sweating) define the Nutritional_Need and plausible ranges for strain/sleep/HRV. The language model writes the recipe against that target.
Two deterministic generation-time guardrails reject many non-compliant outputs before they enter the dataset:
- Dietary guardrail — regex rejection of any recipe containing an ingredient disallowed by its
diet_tag(with plant-compound exceptions so "almond milk" and "peanut butter" aren't false positives). - Language guardrail —
langdetectrejection of any non-English output.
EDA findings
Size & balance
10,000 rows × 17 features. All three categorical dimensions are well balanced, with no dominant class:
- Recovery goals: sleep-deprived (1,778) → strength-recovery (1,549); max/min ratio 1.15
- Cuisines: Italian (1,329) → Mexican (1,138); ratio 1.17
- Diets: vegetarian (2,143) → vegan (1,787); ratio 1.20
Recovery goals, cuisines and diets are evenly represented — no dominant class.
Distributions of every numeric feature. Note the long right tails on magnesium_mg and calories, discussed under limitations below.
Data quality
| Check | Result |
|---|---|
| Missing values | 0 |
| Duplicate rows | 0 |
| Duplicate recipe names | 0 |
| Instructions under 20 chars | 0 |
| Original dietary checker | 0 flags under its limited rule set |
| Stricter post-hoc dietary audit | 95 rows flagged for manual review |
| Non-English rows | 0 ✅ guardrail confirmed |
The stricter audit was added after the original EDA. It conservatively flags
5 vegan-tagged recipes containing ghee and 90 gluten-free-tagged rows
that name at least one potentially gluten-containing grain (wheat, barley,
farro, spelt, bulgur, or seitan). These flags expose a real limitation
of the first regex checker; they are not silently removed because doing so would
invalidate the published embedding row order. The app applies a broader
downstream guardrail, and the dataset must not be treated as allergen-certified.
The encoded science shows up in the data
Mean values per recovery goal — every prediction from the encoded principles is borne out:
| recovery_category | protein_g | carbs_g | fat_g | magnesium_mg | calories | Prep_Time |
|---|---|---|---|---|---|---|
| endurance-recovery | 16.4 | 58.0 | 10.8 | 146.2 | 456.3 | 25.8 |
| high-stress | 14.8 | 38.7 | 13.8 | 180.9 | 401.2 | 27.6 |
| rehydration | 12.9 | 41.4 | 10.5 | 116.0 | 375.6 | 28.0 |
| rest-day | 13.9 | 49.8 | 11.4 | 144.8 | 412.4 | 32.3 |
| sleep-deprived | 12.2 | 48.6 | 9.5 | 179.8 | 385.5 | 14.7 |
| strength-recovery | 24.1 | 43.5 | 14.6 | 155.1 | 469.9 | 27.4 |
- Strength-recovery has the highest protein (24.1 g) — 65% above the next-highest category. Muscle repair signal is clear.
- Endurance-recovery has the highest carbs (58.0 g) — glycogen replenishment.
- Sleep-deprived and high-stress have the highest magnesium (179.8 / 180.9 mg) — this reflects an encoded dataset heuristic, not evidence that a meal treats insomnia, anxiety, stress, or cortisol levels.
- Sleep-deprived has by far the shortest prep (14.7 min) vs 32.3 for rest-day — exhausted users get fast meals.
The encoded rules are visible in the data: protein peaks for strength-recovery, carbohydrate for endurance-recovery, and magnesium for the sleep-deprived and high-stress states.
Prep-time distribution per goal. The sleep-deprived band is both lower and tighter — the generation constraint held.
Ingredient profiles differ by recovery state: protein sources dominate strength-recovery, while greens, seeds and nuts dominate the sleep-deprived and high-stress meals.
Correlations — and an important nuance
Pairwise correlations with the physiological inputs are weak: strain_level ↔ protein_g = 0.21 and sleep_hours ↔ magnesium_mg = −0.12.
The directions are correct (more strain → more protein; less sleep → more magnesium), but the magnitudes are small because the relationship is mediated by recovery_category, not linear in the raw numbers. Strain ranges overlap across categories by design (a strain of 13 could be strength-recovery or sleep-deprived), so the grouped means above are the honest measure of effect — a 65% protein difference between categories that a linear correlation of 0.21 badly understates. This is why the recommender matches on the state description, not on raw numeric distance.
Stronger structural correlations appear where you'd expect within recipes: calories ↔ protein_g = 0.57, calories ↔ fat_g = 0.44, calories ↔ carbs_g = 0.43, and sleep_hours ↔ hrv = 0.55 (both encoded as recovery indicators).
The two targeted relationships. The trend directions are correct but the slopes are shallow — the effect is carried by recovery_category, not by the raw numbers.
Model artifacts flagged (limitations)
Being sceptical of synthetic data, the following generator artifacts were identified and are documented rather than hidden:
- Macros are LLM estimates, not computed from ingredient nutrition tables. Relative patterns across categories are reliable; absolute values are approximate.
- Implausible extremes survive validation:
protein_gandfat_greach a minimum of 0, andmagnesium_mgreaches 970 mg (far above a realistic single-meal amount). Range bounds caught gross errors but not all edge cases. - 240 meals under 250 kcal — light for a recovery meal; some outputs are snacks rather than full meals.
- Outliers (IQR): calories 607, protein 504, magnesium 220, carbs 76, fat 170, prep time 3. Retained deliberately — culinary variety produces genuinely wide macro ranges — but flagged for downstream use.
- Minor formatting inconsistency in instruction numbering (
1.vs#1). - Diet-label conflicts require manual review: a stricter 5 Aug 2026 audit flagged 95 rows that the original checker missed (5 vegan/ghee and 90 gluten-free/potentially gluten-containing grain conflicts). This is documented rather than hidden; correcting the rows requires a versioned dataset release and regenerated embeddings.
Intended use & limitations
⚠️ Educational prototype — not medical or nutritional advice. This dataset is synthetic and generated by a language model; it has not been reviewed by a registered dietitian. It is intended for research and educational use in recommendation and generation systems. Consult a qualified professional for personal nutrition or training guidance.
Scientific claim boundaries and sources are documented in SCIENTIFIC_BASIS.md.
Assignment alignment
| Course requirement | Evidence in this repository |
|---|---|
| English-only text dataset with at least 10,000 examples | biobite_full_clean.csv — exactly 10,000 rows × 17 features |
| Dataset generated with a pretrained Hugging Face model | Qwen/Qwen2.5-3B-Instruct; reproducible prompting code in notebooks/data_generation.ipynb |
| EDA published in the Dataset README | Balance, quality, nutrition patterns, correlations, plots and limitations above |
| EDA notebook uploaded | notebooks/Part2_EDA.ipynb — 17/17 code cells executed with no saved errors |
| Three Hugging Face embedding models evaluated | E5, BGE and MiniLM, plus a TF-IDF baseline, in notebooks/Part3_Embeddings_RecSys.ipynb |
| Best embedding model selected and published | E5 is the best neural retriever and is published at benjac8/biobite-retriever |
| Recommendation pipeline sanity-checked | 72 external queries, precision@3, MRR, nDCG@10, category breakdown and error analysis |
| Hugging Face generation model evaluated | Three Qwen sizes tested on 18 fixed cases in notebooks/Part4_Generation.ipynb |
| Working Gradio application | benjac8/Bio-Bite reads the pinned dataset and model repos |
The Space contains the saved embedding file, recommendation code, generation code and three one-click Quick Starters required by the brief. The Dataset, Model and Space are kept as three separate, linked Hugging Face repositories.
Retrieval and generation evaluation v2
Method scope: classification, regression and clustering
Bio-Bite is primarily a retrieval and recommendation system, not a classical
supervised-learning pipeline. It does not train K-Means clusters or a regression
model. The six recovery_category values are predefined, rule-grounded labels;
they were not discovered by clustering. In the app, a classification-like
router selects one of those six categories by combining semantic retrieval
(65%) with an explainable wearable-range fit (35%). This is a deterministic
hybrid routing decision, not a separately trained classifier. Correlation and
grouped-mean analyses are reported in the EDA, but no continuous nutrition
target is predicted with regression.
The repository includes a leakage-free retrieval benchmark with 72 balanced
queries (12 per recovery category). recovery_category and Nutritional_Need
are excluded from the embedded corpus text. Results include precision@3 with a
bootstrap 95% confidence interval, MRR, nDCG@10, per-category metrics and
latency. TF-IDF scored precision@3 = 0.634; e5-small-v2 was the best neural
retriever at 0.551 and is published as the clearly attributed, non-fine-tuned
benjac8/biobite-retriever
deployment snapshot.
Generation was evaluated deterministically on 18 cases spanning all six
categories, diets, ingredient exclusions and preparation-time limits.
Qwen/Qwen2.5-3B-Instruct won with a 66.7% overall pass rate, 77.8% valid JSON
and a 100% science-claim pass rate. Invalid generations are rejected by the app
and handled through its documented graceful-degradation path.
After deployment, the live ZeroGPU Space passed all eight required end-to-end scenarios functionally: Strength, Endurance, Sleep, Stress, Rest, Hydration, conflicting text/structured sleep values, and Vegan/no-nuts/15-minute constraints. The latest saved run returned three recommendations, a validated recipe and a next-day plan in every case. On 4 Aug 2026 the model generated 1/8 recipes and the constraint-preserving deterministic fallback served 7/8 after the free daily ZeroGPU quota was exhausted. Screenshot OCR was separately verified with Sleep 5.5 h, Strain 18.2 and HRV 32. The test artifact records generator use separately from functional success.
Reproducibility
All randomness is seeded (SEED = 42; chunk seeds 1–6). The generation notebook (data_generation.ipynb) and the EDA notebook (Part2_EDA.ipynb) are included in this repository and run top-to-bottom on a free Colab GPU.
Files
biobite_full_clean.csv— the dataset (10,000 rows)data_generation.ipynb— synthetic data generationPart2_EDA.ipynb— exploratory data analysisnotebooks/Part3_Embeddings_RecSys.ipynb— executed model comparison and recommender checksnotebooks/Part4_Generation.ipynb— executed generation-model comparisoneda_plots/— all figures from the EDA (displayed above)evaluation/— v2 benchmark scripts and fixed evaluation casesartifacts/evaluation_v2/— generated comparison tables and configurationsevaluation/dietary_audit_20260805.py— reproducible stricter diet-label auditartifacts/dietary_audit_20260805.csv— the 95 rows flagged for manual reviewartifacts/live_space_tests_20260804.json— latest recorded 8/8 live verification
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