App Overview

Local AI Art Private Diffusion icon

Local AI Art Private Diffusion

昱旻 利 · Graphics & Design

If you are the kind of person who values privacy and wants to keep your generated images private, our software is the perfect solution for you.

$6.99 · In-app purchases

PRICE
$6.99
In-app purchases
BUSINESS MODEL
Paid
No overall Grossing estimate available
RATING
3.0
4 ratings · Below Average

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

Make this idea yours

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

First kit free with a verified email

Add to a Remix

Combine features and design from your favorite apps.

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What's included14 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.

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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Free quick prompt For a smaller starting point

Quick prompt

> SELECT BUILD PLATFORM:

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

// RORK SYSTEM PROMPT
Rork plan preview for Local AI Art Private Diffusion: map the core Graphics & Design 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

Offer unique art styles and customization options.

Assumption to check: Limited features compared to competitors

Validate with people who use this workflow before building.

Hypothesis 2

Optimize image processing for better performance.

Assumption to check: Performance issues with large images

Validate with people who use this workflow before building.

Hypothesis 3

Enhance algorithms for more consistent quality.

Assumption to check: Inconsistent user feedback on generated art quality

Validate with people who use this workflow before building.

Hypothesis 4

Introduce social features for sharing and collaboration.

Assumption to check: Lack of community features for sharing

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

If you are the kind of person who values privacy and wants to keep your generated images private, our software is the perfect solution for you. Run Stable Diffusion locally! No need to connect to the Internet, guarantee privacy, no ads, unlimited times! It is recommended to use iPhone 14 or above, or iPad/Mac with M2 or higher chip. In order to provide a smoother experience, iOS 17 / MacOS 14 or above is recommended. iOS 16 / MacOS 13 is the lowest supported version. If you use lower chips, the loading time will be longer. iPhone 14 will take about 3 minutes to load the model, but M1 will take about 12 minutes. The generation speed depends on your phone configuration. It takes about 6 seconds for iPhone 14 to generate an image under the default configuration. If you generate multiple times in a row, the phone may overheat and slow down the generation speed. If the generation effect is not good, you can repeat the generation several times to see. It is also recommended to learn prompt skills before you use this App. If you found translation errors or want to add more languages, please contact me via comment or "Developer Website" -> "Support". Note: This app is based on Stable Diffusion 2.1 (SD2.1) and is optimised for speed and compatibility on lower-end devices. For users who have newer devices and want higher-quality output, we also offer a separate app powered by Stable Diffusion XL (SDXL), called "AI Art - Private Diffusion Pro". Each version is designed to serve different performance needs. You can also purchase our bundle to own both apps and switch between them as needed — saving nearly 50% compared to buying separately.

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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
axios
react-navigation
@react-native-async-storage/async-storage
TypeScript
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.