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
Photo Shopper App
Photo Shopper
$2.99 · In-app purchases
PRICE
$2.99
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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Build Kit
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A product spec, screen plans, and build steps for your coding agent.
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What's included15 files
A product spec, phased build plan, differentiation notes, and screen references.
- START_HERE
- AGENTS
- EVIDENCE
- SPEC
- BUILD_PLAN
- DIFFERENTIATION
- skills/
- screens/
Preview a sample Build Kit No email needed
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 Photo Shopper App: map the core Shopping 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 advanced image recognition to improve accuracy.
Assumption to check: Users often struggle with finding products from images accurately.
Validate with people who use this workflow before building.
Hypothesis 2
Streamline the checkout flow to be quicker and more user-friendly.
Assumption to check: Long checkout processes can frustrate users.
Validate with people who use this workflow before building.
Hypothesis 3
Partner with more vendors to expand product offerings.
Assumption to check: Lack of product variety can lead to user dissatisfaction.
Validate with people who use this workflow before building.
Hypothesis 4
Include more payment methods like PayPal and Google Pay.
Assumption to check: Limited payment options can deter purchases.
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
Photo Shopper Scan. Identify. Shop Instantly. Photo Shopper helps you identify real-world products using your iPhone’s camera and advanced visual recognition. Simply point your camera at an item, tap to scan, and view visually similar products available on the internet. Designed for speed and simplicity, Photo Shopper removes the need to manually search or type product names, making it easier to discover items you see every day. How It Works • Point your camera at an object • Tap to scan using visual recognition • View related product listings on the internet • Choose where and when to shop Features Visual Product Recognition Photo Shopper uses computer vision to analyze visual features of objects and find similar products online. Camera + LiDAR Support On supported devices, LiDAR may enhance depth detection and object clarity during scanning. (Photo Shopper is not affiliated with Amazon.) Scan History Previously scanned items can be saved locally for easy reference. Clean, Intuitive Design Built with a simple interface to help you scan and identify products quickly. Privacy-Conscious Images are used only to perform product recognition. Photo Shopper does not sell personal data. Use Cases • Identifying products at home or in stores • Discovering items you see in everyday life • Exploring purchase options visually • Reducing time spent searching manually Requirements & Notes • Camera access is required to scan objects • An internet connection is required to retrieve product results • Recognition accuracy may vary based on lighting, object visibility, and product availability • LiDAR features are available only on supported devices Photo Shopper is designed to assist with product discovery and comparison. All purchasing is completed through third-party retailers.
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
Zustand
axios
react-navigation
expo-image-picker
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.
