{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_ai-meal-planner","slug":"ai-meal-planner","name":"AI Meal Planner","type":"product","url":"https://casadesante.com","page_url":"https://unfragile.ai/ai-meal-planner","categories":["app-builders"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_ai-meal-planner__cap_0","uri":"capability://planning.reasoning.dietary.restriction.aware.meal.plan.generation","name":"dietary restriction-aware meal plan generation","description":"Generates weekly meal plans by filtering recipes against user-specified allergies, intolerances, and dietary preferences (vegetarian, vegan, keto, etc.) using constraint-satisfaction logic. The system maintains a curated recipe database tagged with ingredient metadata and nutritional profiles, then applies multi-constraint filtering to ensure no conflicting ingredients appear in generated plans. This approach differs from generic meal planners by enforcing hard constraints rather than soft recommendations, preventing accidental allergen exposure.","intents":["I need a week of meal ideas that avoid my specific food allergies without manually checking every recipe","Generate a meal plan that respects multiple dietary restrictions simultaneously (e.g., vegetarian + gluten-free + nut allergy)","Create meals that align with my digestive health needs without requiring medical consultation for each recipe"],"best_for":["People with IBS, FODMAP sensitivity, or diagnosed food allergies who need medically-informed meal planning","Individuals managing multiple simultaneous dietary restrictions","Users seeking gut-health-focused recipes without generic meal planning"],"limitations":["Constraint filtering is limited to Casa de Sante's proprietary recipe database (~500-2000 recipes estimated), reducing meal variety compared to competitors with 10,000+ recipes","No dynamic constraint relaxation — if too few recipes match all constraints, system cannot suggest partial alternatives or explain trade-offs","Allergen metadata relies on manual tagging; cross-contamination risks and trace allergen handling are not modeled"],"requires":["User account with preference/allergy input form","Casa de Sante recipe database access (proprietary, no API export)","Browser with JavaScript enabled for form submission"],"input_types":["text (allergy list, dietary preferences)","structured selection (checkboxes for dietary categories)"],"output_types":["structured meal plan (7 days × 3 meals, recipe references)","recipe metadata (ingredients, nutritional info)"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_1","uri":"capability://data.processing.analysis.nutritional.information.aggregation.and.display","name":"nutritional information aggregation and display","description":"Extracts and aggregates nutritional data (calories, macros, micronutrients) from individual recipes and presents weekly summaries alongside meal plans. The system likely uses a pre-computed nutrition database (USDA or proprietary) linked to recipe ingredients, calculating totals by summing ingredient nutrition facts. This differs from recipe-only tools by surfacing nutrition as a primary output, not a secondary lookup, enabling users to validate plans against dietary goals.","intents":["See the total weekly calorie and macro breakdown before committing to a meal plan","Verify that generated meals meet my nutritional targets (e.g., 2000 kcal/day, 100g protein)","Understand which meals are nutrient-dense vs. calorie-heavy to make informed choices"],"best_for":["Users managing specific caloric or macronutrient targets (athletes, weight management)","People with nutritional deficiencies who need to track micronutrient intake","Individuals seeking transparency in nutritional content of meal plans"],"limitations":["No recipe scaling — nutritional data is fixed per recipe serving size, cannot adjust for household size or custom portions","Nutrition calculations assume standard ingredient weights; variations in produce size or brand differences are not modeled","No integration with fitness trackers or calorie-counting apps (MyFitnessPal, Cronometer) — nutrition data is display-only, not exportable"],"requires":["Recipes must have ingredient-level nutritional data in Casa de Sante database","Nutrition database (USDA FoodData Central or proprietary equivalent)","Recipe database must be tagged with serving sizes and ingredient weights"],"input_types":["recipe metadata (ingredients, quantities, serving size)"],"output_types":["structured nutrition data (calories, protein, fat, carbs, fiber, vitamins, minerals per meal and weekly totals)","text summary (e.g., '1,850 kcal, 95g protein, 45g fiber this week')"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_2","uri":"capability://text.generation.language.weekly.meal.plan.layout.and.presentation","name":"weekly meal plan layout and presentation","description":"Structures generated meals into a 7-day calendar view with 3 meals per day (breakfast, lunch, dinner) and optional snacks, presenting recipes with links to full instructions and ingredient lists. The system uses a template-based layout engine that maps recipes to day/meal slots, likely with basic conflict detection to avoid recipe repetition within a week. This differs from recipe search tools by providing a ready-to-execute weekly structure rather than requiring manual assembly.","intents":["Get a complete week of meal ideas organized by day so I can see what to cook each day","Access recipes directly from the meal plan without searching or navigating elsewhere","See the full week at a glance to plan grocery shopping and meal prep"],"best_for":["Busy individuals who want a pre-structured meal plan without manual recipe selection","Meal prep enthusiasts who need a weekly overview for batch cooking","Users with limited cooking experience who benefit from a clear daily structure"],"limitations":["No drag-and-drop recipe swapping — users cannot rearrange meals within the plan without regenerating","Fixed 3-meal structure; no support for 4-6 smaller meals or snack-heavy plans","No visual indicators for prep time, difficulty level, or ingredient overlap between meals (which could optimize shopping efficiency)","Calendar view is static HTML/PDF; no integration with calendar apps (Google Calendar, Outlook) for reminders or scheduling"],"requires":["Generated meal plan with 7 days × 3 meals assigned","Recipe database with full recipe URLs and ingredient lists","Web browser or PDF viewer for plan display"],"input_types":["structured meal plan data (day, meal type, recipe ID)"],"output_types":["HTML calendar view (7 days × 3 meals)","PDF export (printable weekly plan)","structured data (JSON or CSV with meal assignments)"],"categories":["text-generation-language","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_3","uri":"capability://planning.reasoning.preference.based.meal.plan.personalization","name":"preference-based meal plan personalization","description":"Accepts user preferences (cuisine type, cooking time, ingredient preferences) as input filters and biases recipe selection toward matching preferences during plan generation. The system likely uses a preference-weighting algorithm that scores recipes based on user inputs (e.g., 'quick meals' → prioritize recipes under 30 minutes, 'Mediterranean' → weight Mediterranean recipes higher) before constraint filtering. This differs from static meal plans by tailoring recommendations to individual taste and lifestyle constraints.","intents":["Generate meal plans that match my preferred cuisines (e.g., Italian, Asian, Mediterranean)","Get meal ideas that fit my available cooking time (quick weeknight meals vs. weekend projects)","Exclude ingredients I dislike while respecting my allergies and dietary restrictions"],"best_for":["Users with strong cuisine or cooking style preferences who want personalized recommendations","Busy professionals seeking quick-to-prepare meals within dietary constraints","Individuals with ingredient aversions (not allergies) who want to avoid disliked foods"],"limitations":["Preference weighting is likely binary or categorical (e.g., 'quick' vs. 'slow'), not continuous — no fine-grained control over cooking time thresholds","No learning from past preferences — system does not improve recommendations based on user feedback or ratings of previous plans","Preference conflicts are not resolved intelligently (e.g., if user prefers 'quick meals' but also 'gourmet cuisine', system may fail to find satisfactory balance)","Limited preference options compared to premium tools; Casa de Sante likely offers 5-10 preference categories vs. 20+ in competitors"],"requires":["User input form with preference checkboxes or dropdowns","Recipe database tagged with cuisine type, prep time, and ingredient lists","Preference-weighting algorithm (likely rule-based, not ML-based)"],"input_types":["structured selection (checkboxes for cuisines, cooking time, ingredient preferences)","text (optional: ingredient dislikes)"],"output_types":["weighted recipe list (recipes ranked by preference match)","meal plan (7 days × 3 meals, biased toward user preferences)"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_4","uri":"capability://search.retrieval.recipe.database.search.and.filtering","name":"recipe database search and filtering","description":"Provides a searchable interface to Casa de Sante's recipe database with filters for ingredients, dietary tags, prep time, and nutritional criteria. The system likely uses full-text search (Elasticsearch or similar) combined with faceted filtering to enable users to browse recipes independently of meal plan generation. This differs from meal-plan-only tools by offering recipe discovery as a standalone feature, allowing users to explore options before committing to a full week.","intents":["Find recipes that match specific ingredients I have on hand","Browse FODMAP-friendly or gut-health recipes without generating a full meal plan","Search for recipes by prep time, difficulty, or nutritional criteria (high protein, low sodium)"],"best_for":["Users who want to explore recipes before committing to a meal plan","Individuals with specific ingredient availability who need flexible recipe suggestions","People seeking educational content about gut-health cooking without meal planning"],"limitations":["Search is limited to Casa de Sante's proprietary recipe database (~500-2000 recipes estimated), significantly smaller than competitors (Allrecipes: 60,000+, Food Network: 10,000+)","No advanced search operators (boolean logic, regex) — likely simple keyword matching only","Faceted filters are static and predefined; no custom filter creation or saved searches","No recipe ratings or user reviews — no social proof or community feedback on recipe quality"],"requires":["Casa de Sante recipe database with full-text indexing","Web interface with search bar and filter UI","Recipe metadata (ingredients, tags, prep time, nutrition)"],"input_types":["text (recipe search query)","structured selection (filter checkboxes: dietary tags, prep time, ingredients)"],"output_types":["recipe list (matching recipes with thumbnails, prep time, dietary tags)","recipe detail page (full ingredients, instructions, nutrition, allergen info)"],"categories":["search-retrieval","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_5","uri":"capability://data.processing.analysis.grocery.list.generation.and.export","name":"grocery list generation and export","description":"Aggregates ingredients from all recipes in a generated meal plan and produces a consolidated grocery list, optionally organized by store section (produce, dairy, pantry) or by recipe. The system deduplicates ingredients across recipes (e.g., if 'olive oil' appears in 3 recipes, it is listed once with combined quantity) and likely exports to text, PDF, or CSV formats. This differs from manual list-making by automating ingredient aggregation and reducing shopping friction.","intents":["Get a complete shopping list from my meal plan without manually writing down ingredients","See total quantities needed for each ingredient across all meals","Export the list to my phone or print it for shopping"],"best_for":["Busy individuals who want to streamline grocery shopping","Meal prep enthusiasts who need accurate ingredient quantities for batch cooking","Users seeking to reduce food waste by planning purchases around meal plans"],"limitations":["No integration with grocery delivery services (Instacart, Amazon Fresh, local stores) — list is export-only, not directly shoppable","No price estimation or cost optimization — system does not suggest budget-friendly alternatives or compare prices across stores","Ingredient deduplication is likely naive (string matching only) — may not recognize that '1 cup olive oil' and '250ml olive oil' are the same ingredient","No pantry inventory tracking — system cannot account for ingredients user already has at home","Limited export formats; likely PDF and CSV only, no integration with note-taking apps (Apple Notes, Google Keep) or shopping list apps (Bring!, Anylist)"],"requires":["Generated meal plan with recipes and ingredient lists","Recipe database with ingredient quantities and units","Deduplication algorithm (string matching or ingredient database lookup)","Export engine (PDF, CSV, or plain text)"],"input_types":["structured meal plan (recipes with ingredient lists and quantities)"],"output_types":["text grocery list (plain text, organized by section or recipe)","PDF export (printable list)","CSV export (spreadsheet-compatible format)"],"categories":["data-processing-analysis","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_6","uri":"capability://safety.moderation.allergen.and.intolerance.declaration.and.tracking","name":"allergen and intolerance declaration and tracking","description":"Maintains a user profile with declared allergies, intolerances, and sensitivities (e.g., peanut allergy, lactose intolerance, FODMAP sensitivity) and applies these constraints to all meal plan generation and recipe recommendations. The system stores allergen data in a user profile (likely relational database) and cross-references against recipe ingredient metadata during filtering. This differs from single-use allergen filters by persisting preferences across sessions and ensuring consistent safety enforcement.","intents":["Set my allergies once and have them automatically applied to all meal plans and recipe suggestions","Ensure no recipes containing my allergens are ever recommended, even if I regenerate plans","Track multiple allergies and intolerances in one place without re-entering them each time"],"best_for":["Users with multiple allergies or intolerances who plan meals frequently","Parents managing children's dietary restrictions across multiple meal plans","Individuals with severe allergies who need consistent, automated safety enforcement"],"limitations":["Allergen data is stored in user profile only; no sharing or family account management — each household member needs separate account","No severity levels (mild intolerance vs. severe allergy) — system treats all allergens as hard constraints, cannot suggest 'may contain traces' warnings","No allergen cross-contamination modeling — system does not account for shared cooking surfaces or utensils","Allergen metadata in recipe database is manually tagged; no verification or third-party validation of allergen claims","No integration with medical records or allergy testing data — user must manually maintain allergen list"],"requires":["User account with profile storage","Allergen input form (checkboxes or text entry)","Recipe database with ingredient-level allergen tagging","Constraint filtering logic (hard-constraint enforcement)"],"input_types":["text (allergen names or IDs)","structured selection (allergen checkboxes: peanuts, tree nuts, dairy, gluten, etc.)"],"output_types":["user profile (stored allergen list)","filtered meal plans (recipes guaranteed allergen-free)","allergen warnings (e.g., 'This recipe contains sesame, which is in your allergen list')"],"categories":["safety-moderation","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_ai-meal-planner__cap_7","uri":"capability://planning.reasoning.fodmap.and.digestive.health.recipe.curation","name":"fodmap and digestive health recipe curation","description":"Curates and tags recipes specifically for FODMAP compliance and digestive health, using Casa de Sante's proprietary nutritional science database to identify low-FODMAP ingredients and preparation methods. The system likely maintains a separate 'gut-health' recipe subset with additional metadata (FODMAP level, trigger ingredients, digestive impact) beyond standard recipe data. This differs from generic meal planners by applying medical nutrition science to recipe selection, not just allergen avoidance.","intents":["Find recipes that are specifically designed for IBS, FODMAP sensitivity, or other digestive conditions","Understand which ingredients trigger my digestive symptoms and avoid them in meal plans","Get meal ideas that support gut health without requiring medical consultation for each recipe"],"best_for":["People with IBS, FODMAP sensitivity, or other diagnosed digestive conditions","Individuals following low-FODMAP diets under medical supervision","Users seeking evidence-based nutrition guidance for digestive health"],"limitations":["FODMAP tagging is based on Casa de Sante's proprietary database, not peer-reviewed FODMAP research (Monash University is the gold standard) — may have inconsistencies or outdated information","No personalization for individual trigger foods — system assumes all users with IBS have identical FODMAP sensitivities, ignoring individual variation","No integration with healthcare providers or registered dietitians — recommendations are informational, not medical advice","Limited recipe variety within gut-health subset compared to full database; may force users to repeat meals or compromise on preferences","No tracking of symptom outcomes — system cannot learn which recipes actually improve or worsen user's symptoms over time"],"requires":["Casa de Sante's proprietary FODMAP and digestive health database","Recipe metadata with FODMAP level, trigger ingredient tags, and digestive impact notes","Nutritional science expertise to curate and validate recipes"],"input_types":["structured selection (digestive condition: IBS, FODMAP sensitivity, etc.)","optional: symptom history or trigger food list"],"output_types":["filtered recipe list (low-FODMAP or digestive-friendly recipes)","recipe metadata (FODMAP level, trigger ingredients, preparation notes)","meal plan (recipes selected from gut-health subset)"],"categories":["planning-reasoning","data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":42,"verified":false,"data_access_risk":"high","permissions":["User account with preference/allergy input form","Casa de Sante recipe database access (proprietary, no API export)","Browser with JavaScript enabled for form submission","Recipes must have ingredient-level nutritional data in Casa de Sante database","Nutrition database (USDA FoodData Central or proprietary equivalent)","Recipe database must be tagged with serving sizes and ingredient weights","Generated meal plan with 7 days × 3 meals assigned","Recipe database with full recipe URLs and ingredient lists","Web browser or PDF viewer for plan display","User input form with preference checkboxes or dropdowns"],"failure_modes":["Constraint filtering is limited to Casa de Sante's proprietary recipe database (~500-2000 recipes estimated), reducing meal variety compared to competitors with 10,000+ recipes","No dynamic constraint relaxation — if too few recipes match all constraints, system cannot suggest partial alternatives or explain trade-offs","Allergen metadata relies on manual tagging; cross-contamination risks and trace allergen handling are not modeled","No recipe scaling — nutritional data is fixed per recipe serving size, cannot adjust for household size or custom portions","Nutrition calculations assume standard ingredient weights; variations in produce size or brand differences are not modeled","No integration with fitness trackers or calorie-counting apps (MyFitnessPal, Cronometer) — nutrition data is display-only, not exportable","No drag-and-drop recipe swapping — users cannot rearrange meals within the plan without regenerating","Fixed 3-meal structure; no support for 4-6 smaller meals or snack-heavy plans","No visual indicators for prep time, difficulty level, or ingredient overlap between meals (which could optimize shopping efficiency)","Calendar view is static HTML/PDF; no integration with calendar apps (Google Calendar, Outlook) for reminders or scheduling","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.2,"match_graph":0.25,"freshness":0.75,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:29.132Z","last_scraped_at":"2026-04-05T13:23:42.552Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=ai-meal-planner","compare_url":"https://unfragile.ai/compare?artifact=ai-meal-planner"}},"signature":"TYqXBNpTInRomnM3hRV8r4OiP4O4AnaBQSeeE9bXHY9+eIk8AhwfNzO8WzkK/ISQxFVamfwQKPhGahgMO8sgBA==","signedAt":"2026-06-20T02:30:38.837Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/ai-meal-planner","artifact":"https://unfragile.ai/ai-meal-planner","verify":"https://unfragile.ai/api/v1/verify?slug=ai-meal-planner","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}