SamaritanAI
Simplify open-source contributions with AI-powered codebase analysis
Target Audience
- Open-source newcomers
- Full-stack developers
- Project maintainers
Hashtags
Social Media
Overview
SamaritanAI helps developers navigate complex open-source projects by visualizing codebases as interactive graphs. It uses AI to identify which files need modifications for specific GitHub issues, making first-time contributions easier. The tool provides step-by-step guidance to help users understand where and how to make changes.
Key Features
Codebase Mapping
Converts hierarchical files into visual graph structures
AI Issue Analysis
Identifies related files using RAG (Retrieval-Augmented Generation)
Contribution Roadmap
Generates step-by-step modification instructions
Stack-Specific Guidance
Provides framework-aware solutions for common issues
Use Cases
Tackle GitHub issues efficiently
Visualize complex code relationships
Learn open-source contribution workflows
Identify critical modification points
Pros & Cons
Pros
- Simplifies onboarding for open-source newcomers
- Provides concrete modification suggestions
- Free access with no paywalls
- Reduces codebase exploration time
Cons
- Currently GitHub-centric integration
- Limited to stack-specific issue types shown
- No mention of enterprise-scale codebases
Pricing Plans
Free Plan
ongoingFeatures
- Unlimited codebase analysis
- AI-generated contribution outlines
- GitHub repository integration
- Stack-specific issue handling
Pricing may have changed
For the most up-to-date pricing information, please visit the official website.
Visit websiteFrequently Asked Questions
What types of repositories does SamaritanAI support?
Works with any GitHub repository, focusing on common tech stacks shown in examples
How does the AI identify required files?
Uses RAG (Retrieval-Augmented Generation) to analyze code relationships and issue context
Is there any cost for using the tool?
No, the platform is completely free to use according to website information
Integrations
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