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AI Calorie Counter
React Native template

Name: AI Calorie Counter
Brand: Applighter
SKU: applighter-ai-calorie-tracker

A production-ready AI nutrition app built with scalable architecture and polished mobile experiences. Includes photo-based calorie detection, barcode scanning, nutrition dashboard, meal history, goal tracking, profiles, and a secure BYOK provider system.

Try It Live

7-day no-questions refund·Commercial use allowed

Built on

React Native• Expo

Expo•

TypeScript

Every screen, designed

Production screens.
Light and dark.

Each flow vetted by senior designers. Each interaction motion-tuned with Reanimated. No AI-looking gradients.

Onboarding

Welcome, sign-up and first-run experience

Splash Welcome

Branded launch screen with the app logo and tagline over a food backdrop.

Onboarding Name

Collects the user name and email in the first onboarding step to personalize the experience.

Onboarding Age & Gender

Captures age and gender to estimate daily calorie needs and BMR.

Onboarding Measurements

Collects height and weight to calculate BMI and recommend calorie and macro targets.

Create an account with email and password or social login via Google and Apple.

Custom Screens

The core app experience

Home Dashboard

Daily calorie ring, macro bars, quick actions, and recent meals.

AI Meal Scan

Point your camera at a meal to capture it for instant AI nutrition analysis.

Barcode Scan

Scan a product barcode or search by name for instant nutrition lookup.

Nutrition Result

Per-serving calories and macros with a serving adjuster and save-to-log action.

Meal History

Lists previously logged meals with thumbnails, timestamps, calories, and macro breakdowns.

Analytics

Calorie trends, macro split, goal completion, and streak tracking.

Edit Goals

Set daily calorie and macro targets with AI suggestions and a live macro split.

Profile Overview

User profile with BMI status, daily goals, diet preference, and account settings.

Edit Profile

Edit name, email, gender, date of birth, age, height, and weight.

Change Profile Photo

Update your avatar from camera, gallery, or preset avatars.

Notifications

Goal, streak, and meal-reminder notifications.

Try It Now in Expo Go!

Scan the QR code with the Expo Go app on your phone.Tap below to open it instantly in the Expo Go app.

Scan to open AI Calorie Counter in Expo Go

Open in Expo Go

Scan the QR code

Available in

iOSAndroid

What’s in the box

Three production layers.
One repository.

01 · Frontend

React Native + Expo

→Screens designed light & dark
→NativeWind + Reanimated motion
→Expo Router file-based nav
→Push notifications wired
→EAS build ready

02 · Backend

Vibecode DB

→Supabase default · Drizzle/Neon adapters
→Auth + storage + realtime + edge
→RLS on every table
→Schema + migrations + seed
→Typed contracts at every boundary

03 · AI & integrations

BYOK AI + provider plug-ins

→Provider-agnostic AI layer
→Streaming + tool use + retries
→Stripe SDK ready (where relevant)
→Token accounting helpers
→No keys in client bundle

Built for any agent

Hand the repo to
your agent.
Ship features in hours.

The architecture is mapped in CLAUDE.md, AGENTS.md, and .cursorrules so any agent — Claude Code, Codex, OpenCode, Cursor — knows where things live.

✓Slash commands shipped: /add-screen, /swap-backend, /audit-security
✓Payment + map + auth + AI providers behind abstractions
✓Domain logic documented as state machines and diagrams
✓Every API call has a typed contract and a test

Works withClaude CodeCodexOpenCodeCursorWindsurf

ai-calorie-tracker · agent session

any agent

$ claude

› add a new feature to ai calorie counter

● Reading CLAUDE.md

● Mapping the architecture

● Found provider abstractions

● Reading RLS policies

● Planning edits, migrations, tests

I’ll follow the existing patterns and add the feature with typed contracts, an RLS policy, and a test. Want me to proceed?

waiting…

context · 8 files read · 0 hallucinations · 1.2s

Security checklist · public

The audit we ship
with every release.

We don’t say “secure” and hope. Every release goes through a written checklist, and we ship the checklist with the code. Here’s what gets verified before a build leaves our hands.

Latest release · audited

by Shaper Studio security review

SECURITY-AUDIT.md

10 / 10 passing

No API keys in client bundlescanned
RLS policy on every tableall tables
Provider secrets in edge functions only
Webhook signatures verified
Rate limiting on auth + critical endpoints
PII fields encrypted at rest
File uploads in private buckets
Chat moderation on incoming messages
OWASP mobile top-10 reviewed
Dependencies pinned + npm audit clean

The honest math

~310 engineering
hours, already paid for.

A senior React Native engineer at $120/hr writing this from scratch — and getting security right — costs ~$37,000.

42h

Architecture & state machine

38h

Auth + verification flows

35h

Payment + checkout

28h

Realtime data + sync

32h

Backend schema + edge funcs

26h

AI integration + BYOK

45h

UI design + motion

64h

RLS, testing, audit

How it works

From repo to App Store in four steps.

01
Download & Install
Clone the repository and install dependencies with a single command.
02
Customize
Update colors, fonts, and assets to match your brand.
03
Connect Backend
Add your backend credentials in the environment config.
04
Deploy
Build and submit to the App Store and Google Play.

“

Had a working MVP in front of beta users within a week. The entire backend was already wired up, so I just focused on customizing the UI and plugging in my API keys. Weeks of work, done.

Sanket Sahu

Founder · GeekyAnts

Pricing

One purchase. Yours forever.

Pick the license that matches how you ship.

7-day refundCommercial useLifetime updatesDiscord community

FAQ

Questions about the AI Calorie Counter template

What is included?

Complete source code, all screens, reusable components, TypeScript types, navigation setup, theming system, and documentation.

Is this compatible with Expo?

Yes, built with Expo for development. Use EAS Build for production iOS and Android apps.

Can I customize the branding?

Absolutely. The template uses NativeWind (Tailwind CSS) with a centralized theming system. Colors, fonts, and assets can be swapped easily.

Do you provide support?

Yes, your purchase includes support and free updates.

Ship your ai calorie counter app
in days.

Production screens. Real backend. Security-audited. Your agent will thank you.

Browse other apps

AI Calorie CounterReact Native template

Production screens.Light and dark.

Onboarding

Custom Screens

Try It Now in Expo Go!

Three production layers.One repository.

React Native + Expo

Vibecode DB

BYOK AI + provider plug-ins

Hand the repo toyour agent.Ship features in hours.

The audit we shipwith every release.

~310 engineeringhours, already paid for.

From repo to App Store in four steps.

Download & Install

Customize

Connect Backend

Deploy