Feature spec
Goal: Send a clear invoice after finishing a job.
- Add a client, line items, a due date, and payment instructions.
- Preview the total before exporting a PDF.
- Keep an editable draft if export fails.
App Overview
WiseMeal: Al Calorie Tracker
WiseMeal: Your Easy AI Calorie Counter & Meal Planner
Free · In-app purchases
PRICE
Free
In-app purchases
BUSINESS MODEL
Freemium
No overall Grossing estimate available
RATING
★ 4.7
1,421 ratings · Top 15%
Evidence scope: No current overall US chart position is available. Category-chart positions shown in discovery are a separate scope. Revenue is a directional model estimate, not verified earnings.
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Build Kit
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A product spec, screen plans, and build steps for your coding agent.
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What's included17 files
A product spec, phased build plan, differentiation notes, and screen references.
- START_HERE
- AGENTS
- EVIDENCE
- SPEC
- BUILD_PLAN
- DIFFERENTIATION
- skills/
- screens/
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Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.
Screen plan
Invoice editor: Client at the top, editable line items in the middle, total and preview action at the bottom.
States: Empty draft, validation errors beside each field, exporting, and a retry action that preserves the draft.
Differentiate and validate
Hypothesis: Contractors need faster repeat invoices more than more templates.
First experiment: Test duplicating a previous job with five contractors. Watch where they hesitate before expanding the feature set.
The full kit adds a phased build plan, evidence notes, tool prompts, and implementation guidance. It is a plan for your coding agent, not a finished app.
Usage: Mechanics are fair game; never reuse the original name, branding, assets, or verbatim copy.
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Free quick prompt For a smaller starting point
Quick prompt
Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.
// RORK SYSTEM PROMPT
Rork plan preview for WiseMeal: Al Calorie Tracker: map the core Health & Fitness workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
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Opportunities
AI-GENERATED OPPORTUNITY HYPOTHESES
These are generated suggestions, not verified review quotations. Check current App Store reviews and speak with users before treating a possible gap as a requirement.
Hypothesis 1
Incorporate user-generated food entries and community suggestions.
Assumption to check: Users often find calorie databases incomplete
Validate with people who use this workflow before building.
Hypothesis 2
Implement a feature for custom meal logging with portion sizes.
Assumption to check: Difficulties in tracking non-standard meals
Validate with people who use this workflow before building.
Hypothesis 3
Add social sharing options and challenges among friends.
Assumption to check: Limited social features
Validate with people who use this workflow before building.
Hypothesis 4
Simplify pricing tiers and clearly highlight benefits of each.
Assumption to check: Subscription model can be confusing
Validate with people who use this workflow before building.
App evidence
Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.
App Store description
WiseMeal: Your Easy AI Calorie Counter & Meal Planner Struggling to track your diet? WiseMeal is an all-in-one AI calorie tracker scanner and nutrition tracker designed for effortless weight loss and health management. Powered by advanced AI, WiseMeal simplifies food logging, macro tracking, and meal planning into one experience. Record & Track Instantly Transform your phone into a nutrition assistant with our AI calorie tracker: - Snap & Identify: Take a photo to instantly see calories and nutrition. Our AI can even detect hidden allergens and additives, making food choices safer. - Scan Barcodes: Buying snacks? Just scan the barcode to log it instantly. - Vast Food Database: A comprehensive food calorie tracker to monitor calories, macros (protein, carbs, fats), and micronutrients. - Complete Health Hub: Track your water, steps, and weight all in one place. Personalized Just for You WiseMeal adapts to your unique body and fitness goals: - Set Your Goals: Whether you want to lose weight, gain muscle, or just eat healthier, we’ve got a plan for you. - Smart AI Recommendations: Receive tailored workout plans and dietary advice. Includes Allergen Alerts to keep your eating safe and goal-aligned. - Real-Time Calorie Deficit Tracker: View your remaining calorie budget at any moment, helping you make smarter "what to eat next" decisions. - AI Health Analysis & Scoring: Get a daily score and insights into your nutritional balance. See exactly what you eat with detailed breakdowns of sugar, fiber, fats (saturated, trans, cholesterol), vitamins, and minerals - Data Visualization: Track your transformation with intuitive trend charts for weight, calories, and nutrient intake. AI Recipes & Meal Plans - AI Recipe Generation: Simply input the ingredients you have on hand, and our AI will create a healthy, macro-friendly recipe instantly. - Recipe Import: Easily import your favorite recipes directly from platforms like Instagram, YouTube, and TikTok into your personal food diary. - 14-Day Personalized Meal Plan: Get a curated, 2-week meal strategy customized to your specific dietary standards and fitness objectives. Why Choose WiseMeal? Whether you are maintaining a consistent calorie deficit, hitting protein goals for muscle growth, or building sustainable habits, WiseMeal makes healthy living easy for busy people. NOTE: We do not offer medical advice. Any and all recommendations should be viewed as suggestions, please consult with a professional and do your own research before trying a new calorie and nutrient plan. Terms of Use: https://rc.wisemeal.org/web/h5template/48f85063-a536-451f-a124-d0b9f39cda85-language=en/dist/index.html Privacy Policy: https://rc.wisemeal.org/web/h5template/e00201ec-b84e-4d1e-8376-4a4362f24337-language=en/dist/index.html Contact us: [email protected]
Written user reviews are not shown here. Check current App Store reviews >
Screenshots
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Build scope
Plan a focused first version with your coding agent. These are planning assumptions, not a delivery guarantee.
Define the first version
Choose one audience and one core workflow. Use the kit to agree on its screens, data, and acceptance criteria before building.
Set boundaries
Decide which secondary features, integrations, and platform support can wait. Your version does not need to reproduce everything in the original.
Check the hard parts
Validate external services, specialist technology, data access, and ongoing costs for your chosen scope.
SUGGESTED BUILD STACK
React Native
Expo
Supabase
react-navigation
react-native-chart-kit
react-native-paper
BUILD KIT DIFFICULTY
Advanced
From the Build Kit assessment.
A reliable timeline needs an agreed scope and a technical check. Ask your agent to estimate the phases in BUILD_PLAN.md after that review.
