CodeSense – AI Code Analysis iOS App Template for Ollama

CodeSense is a modern SwiftUI iOS app template designed for fast, local-first AI-powered code analysis. It allows users to paste code, fetch a public GitHub file, or extract code from a screenshot, then receive a structured explanation streamed from an Ollama server.

Built for developers, indie makers, and product teams, CodeSense delivers a polished mobile experience for understanding code instantly without relying on paid API providers or external AI keys. The project is focused on privacy, speed, clean UX, and easy rebranding, making it a strong foundation for launching your own code assistant app on iOS.

Main Features

SwiftUI iOS app template with a modern dark UI and developer-focused experience
Three code input methods: paste code manually, fetch a public GitHub file, or import a screenshot for OCR-based extraction
Ollama integration for local or LAN-based AI code analysis
No API keys required for the included setup
Streaming analysis output for a responsive and premium user experience
Two explanation modes: Beginner and Expert
Structured analysis results including summary, detailed explanation, bugs, performance suggestions, security warnings, improvements, complexity insights, and a quality score
Built-in settings screen for server URL configuration and model selection
Connection testing for the Ollama server directly inside the app
Installed models view for checking available local models
Local history stored on-device for recent analyses
Onboarding flow included for better first launch experience
Clean project structure with included buyer documentation
Easy to customize and rebrand for your own product launch

How It Works

User chooses how to provide code: paste, GitHub URL, or screenshot
User selects the preferred explanation mode
The app sends the request to a configured Ollama server
The analysis is streamed back and displayed in a structured format
The result is saved locally in analysis history for later review

Included Screens

Analyze screen
Paste code input flow
GitHub URL fetch flow
Screenshot OCR flow
History screen
Settings screen
Onboarding experience

Analysis Output Includes

Short summary of the provided code
Detailed explanation based on selected mode
Possible bugs and weak points
Performance suggestions
Security warnings
Improvement recommendations
Complexity-oriented insights
Quality score from 0 to 100

Why Buyers Will Love It

Strong niche product for the developer tools market
Premium looking UI ready for presentation and resale
Built around local AI workflows with Ollama
No dependency on expensive third-party AI APIs in the included setup
Useful real-world concept with strong productization potential
Great starting point for SaaS companion apps, internal tools, educational apps, or personal developer assistants

Tech Stack

SwiftUI
iOS 17+
Ollama server integration
Vision OCR for screenshot text extraction
PhotosUI for image selection
Local on-device history storage

Customization Options

Change app name, bundle identifier, accent colors, and branding
Edit onboarding content and app copy
Adjust available AI models
Modify the analysis prompt and response behavior
Replace icons and visual assets
Adapt the template for your own niche or workflow

Use Cases

AI code explainer app
Programming education companion
Developer productivity assistant
Code review helper
Local-first AI utility app
Internal team tool for understanding snippets and repository files

Important Notes

This is an iOS app template, not a backend service
The included workflow requires an Ollama server running on a local machine or reachable network host
GitHub fetch is designed for public file URLs
For physical device testing, the server URL must point to a reachable host and not localhost
The project targets iOS 17+

Package Includes

SwiftUI iOS source code
Onboarding, analyze, history, and settings screens
Ollama streaming integration
GitHub file fetch support
Screenshot OCR support
Buyer documentation
README and changelog files

Perfect For

CodeSense is ideal for developers and entrepreneurs who want to launch a modern AI-powered code utility app with a clean UI, practical real-world functionality, and a local-first architecture. If you want a developer tool template that feels premium, useful, and commercially attractive, CodeSense is a strong choice.

CodeSense - AI Code Analysis iOS App Template for Ollama