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
AI Art - Private Diffusion Pro
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
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/
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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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Quick prompt
Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.
// RORK SYSTEM PROMPT
Rork plan preview for AI Art - Private Diffusion Pro: 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
Implement prompt suggestions or examples to help users.
Assumption to check: Users often find it difficult to generate relevant art from vague prompts.
Validate with people who use this workflow before building.
Hypothesis 2
Create a clearer UI for subscriptions and benefits.
Assumption to check: In-app purchases can be confusing or not clearly communicated.
Validate with people who use this workflow before building.
Hypothesis 3
Optimize the image generation process for faster results.
Assumption to check: Performance can lag when generating high-resolution art.
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 XL 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 26 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. Note: This version of the app is powered by Stable Diffusion XL (SDXL), offerinThis app, named "Local AI Art Private Pro," features the latest Stable Diffusion XL (SDXL) model, delivering higher-quality and more detailed AI-generated art. It is designed for users with newer devices who seek premium performance and output. Please note this is a distinct app from our earlier release, "Local AI Art Private Diffusion," which uses the Stable Diffusion 2.1 (SD2.1) model. The earlier app targets users needing faster processing and compatibility with lower-end hardware. Both apps serve different user needs and hardware capabilities, so please choose the version that best suits your device and preferences.This version of the app is powered by Stable Diffusion XL (SDXL), offering enhanced output quality and larger model capabilities. It is optimised for newer devices and users seeking high-fidelity AI-generated art. For users with older devices or who prefer faster generation with smaller model size, please check out our SD 2.1-based app, which is separately available on the App Store. Each version is designed to serve different needs and performance requirements.
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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.
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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.
