App Overview

DailyRation icon

DailyRation

JOSHUA KOLIOPOULOS LAYNE · Health & Fitness

DAILYRATION

$9.99 · In-app purchases

PRICE
$9.99
In-app purchases
BUSINESS MODEL
Paid
No overall Grossing estimate available
RATING
N/A
No ratings yet

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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A product spec, screen plans, and build steps for your coding agent.

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What's included16 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.

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.

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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> SELECT BUILD PLATFORM:

Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.

// RORK SYSTEM PROMPT
Rork plan preview for DailyRation: 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

Implement user-generated food entries and community validation.

Assumption to check: Inconsistent food database accuracy

Validate with people who use this workflow before building.

Hypothesis 2

Add Apple Health integration for syncing data.

Assumption to check: Limited integration with wearables

Validate with people who use this workflow before building.

Hypothesis 3

Incorporate social sharing of meals and progress.

Assumption to check: No social features for accountability

Validate with people who use this workflow before building.

Hypothesis 4

Utilize AI to suggest meals based on user preferences and goals.

Assumption to check: Lack of personalized meal suggestions

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

DAILYRATION A nutrition tracker for people who cook and don't want another account or subscription. If you make most of your food from real ingredients and you've spent ten minutes inside a mainstream nutrition app wondering where the recipe button is, this is for you. DailyRation treats recipes as the main thing — not a premium upsell — and gets out of your way. WHAT IT DOES • Over 350 ingredients on day one. Eggs, olive oil, black beans, oats, tofu — the stuff you actually cook with is already there with full USDA nutrition data. • Scan a barcode. Point your camera at a product barcode and the app looks it up instantly. • Scan a nutrition label. No barcode? Photograph the nutrition facts panel and the app reads it. • Search two databases. The full USDA FoodData Central catalog for whole foods, plus Open Food Facts for the branded and packaged products USDA doesn't carry. One tap switches between them. • Enter it yourself. For anything else, add an ingredient manually with your own nutrition data. • Cook a recipe once, log it forever. Build a recipe from ingredients. Every time you eat it, log it with one tap. • See your day at a glance. Calories, protein, carbs, fat, plus the micronutrients you care about — all on one screen. • Trends across days and weeks. Tap any nutrient to see a 7-day chart with your target line. • iCloud sync, on by default. Recipes, ingredients, and meals follow you across devices. No account, no signup, no password. Turn it off in Settings if you'd rather stay device-only. FOUR TABS Log. Your day. A chart header shows macros, calories vs. target, micronutrients, and limits. Below that, the meals you've logged. Swipe left or right to walk through previous days. Tap any nutrient on the chart to open a 7-day trend popup. Trends. The 7-day view. Line charts for calories, macros, limits, and micronutrients, each with a target line. Navigate week by week to see how your week shaped up. Recipes. Your cookbook. Each recipe is a list of ingredients with quantities. Nutrition is computed from the ingredients. When you log a recipe, it captures a snapshot — tweaking the recipe later won't change your history. Ingredients. Your pantry. Every ingredient from a barcode scan, label scan, USDA or Open Food Facts search, or manual entry, with its full nutrition breakdown. READING THE CHART HEADER • Macro donut on the left: protein, carbs, fat. Tap a wedge for that nutrient's trend. • Calorie ring in the center: progress toward your calorie target. Past target it shifts toward red. • Active energy ring (optional, via Apple Health): how much you've burned, scaled against the same target. • Limit bars on the right — Sodium / Saturated Fat / Cholesterol / Added Sugar / Alcohol: green to amber to red as you approach your daily limit. Toggle each independently in Settings. • Micro rings below — Iron / Calcium / Magnesium / Potassium / Fiber: small rings that fill toward your daily target. Each toggleable in Settings. APPLE HEALTH Off by default. Show active calories reads your active energy burned from Apple Health and renders a green ring inside the calorie ring, scaled to your calorie target. The app only reads from Health; it doesn't write anything back. PRIVACY There is no DailyRation server. Your data lives on your device. With iCloud sync on (default), it also lives in your private iCloud database — accessible only by you. You can turn sync off in Settings. Ingredient search and barcode lookups query USDA and Open Food Facts directly from your device; nothing personal is sent. Nothing is collected, sold, or transmitted. REQUIREMENTS • iPhone or iPad running iOS 17+ • Mac running macOS 14+

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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
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Axios
Zustand
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BUILD KIT DIFFICULTY
Intermediate

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.