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.
SoloLLM runs open-weight AI models on your iPhone and iPad
$1.99 · In-app purchases
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.
A product spec, screen plans, and build steps for your coding agent.
First kit free with a verified email
Combine features and design from your favorite apps.
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Generating… usually about a minute.
What should your app do differently? Your note travels with the kit so your coding agent builds around your idea.
A product spec, phased build plan, differentiation notes, and screen references.
Illustrative example: an invoice app for independent contractors. Your kit is tailored to the app you choose; this is not its generated content.
Goal: Send a clear invoice after finishing a job.
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.
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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Good fit for mobile-first iOS and Android prototypes with managed app scaffolding.
Rork plan preview for SoloLLM: Private Offline AI: map the core Productivity workflow, choose the smallest differentiated feature set, define the data and monetization boundaries, then prototype the riskiest user journey first.
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Original App Store material. Ratings and screenshots describe the existing app, not proof of demand for your version.
SoloLLM runs open-weight AI models on your iPhone and iPad. Once a model is downloaded, chat works offline, and what you type stays on your device unless you use a feature that goes online. BRING YOUR OWN MODEL • Search Hugging Face in the app, or import a GGUF file from Files or a link. SoloLLM checks each file and shows whether it fits your device before you add it. • Or pick one of 16 models: Qwen3.5, Gemma 4, Granite 4.2, LFM2.5, MiniCPM5, MiniCPM-V 4.7, Nanbeige4.2, Llama 3.2 and Phi-4 Mini, from 0.8B to 12B parameters. TALK WITH IT • Hands-free voice conversation: talk, hear the reply, and talk over it to interrupt. Speech is recognized on your device. • Start it from Siri, the Action button or Control Center. ASK ABOUT YOUR DOCUMENTS AND PHOTOS • Attach a PDF or text to a chat and ask about it • Knowledge library (beta): PDF, text, CSV, JSON and XML files that models with tools search when they answer. Search works best in English. • Qwen3.5, the Gemma 4 QAT models and MiniCPM-V 4.7 can look at photos when your device has memory for the model and its photo add-on. Otherwise SoloLLM reads the text in a photo with on-device OCR. SEARCH THE WEB WHEN YOU CHOOSE Web Search (DuckDuckGo) and Fetch Web Page look up current information. They ask for your permission the first time. TOOLS, AGENT MODE AND MCP • Models that support tools can search the web, run code in an on-device JavaScript sandbox, read files, use your clipboard, read and add calendar events and reminders, and scan QR codes. Tool calls are checked as the model writes them. Chat-only models, such as Qwen3.5 0.8B and Llama 3.2, don't use tools. • Tools for your calendar, reminders, camera, clipboard and files start off. Actions that change something ask for your approval first. • Agent mode (beta) works through several steps with a visible plan • Connect MCP servers over HTTP, such as Home Assistant, and add your own HTTP tools LONG CHATS KEEP GOING When a chat gets long, older messages are summarized on your device, and a meter shows how much room is left. SHORTCUTS AND SIRI • Run a Task, Summarize Voice Memo, Receipt to Table and Summarize Clipboard return their results to your shortcuts. On iOS 27, smaller models run them without opening the app. • Quick Answer uses Apple's on-device model (iOS 26, devices with Apple Intelligence) PRIVATE BY DEFAULT, AND YOU CAN CHECK • No account, no ads, no analytics • Offline only stops every network request with one switch • The Network Log shows each request SoloLLM makes, and each reply shows where it was written • SoloLLM goes online only for a feature you use: model downloads and search, web tools, your servers, Cloud Mode, MCP servers you add, and iCloud sync or backup • iCloud sync is opt-in. iCloud Backup keeps up to 5 backups in your iCloud Drive. YOUR OWN SERVER OR CLOUD (OPTIONAL) Connect Ollama, LM Studio or any OpenAI-compatible server on your network (beta), or add your own API key for OpenAI, Anthropic, Gemini, Groq, OpenRouter or MiniMax. Off by default. SoloLLM asks before it first sends a chat to each one and keeps keys in the iOS Keychain. A provider bills you directly. ALSO INCLUDED • Templates and your own prompt library, thinking mode, offline math and diagrams, and export to Markdown, JSON or PDF Pay once. There is no subscription and there are no in-app purchases. REQUIREMENTS iOS 17 or later. Bigger models need more memory: about 2B on 4 GB iPhones, about 4B on 6 GB iPhones, and Gemma 4 E4B on iPhone 15 Pro or later. Qwen3.5 9B and Gemma 4 12B are for iPads with 12 GB of memory or more.
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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
Assumption to check: Users often struggle with task prioritization and organization.
Validate with people who use this workflow before building.
Hypothesis 2
Assumption to check: Lack of collaboration features in productivity apps.
Validate with people who use this workflow before building.
Hypothesis 3
Assumption to check: Users report difficulty in tracking recurring tasks.
Validate with people who use this workflow before building.
Hypothesis 4
Assumption to check: Limited customization options for user interface.
Validate with people who use this workflow before building.
Plan a focused first version with your coding agent. These are planning assumptions, not a delivery guarantee.
Choose one audience and one core workflow. Use the kit to agree on its screens, data, and acceptance criteria before building.
Decide which secondary features, integrations, and platform support can wait. Your version does not need to reproduce everything in the original.
Validate external services, specialist technology, data access, and ongoing costs for your chosen scope.
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.