A comprehensive metric system for evaluating Web3 Ecosystems, Communities and Repos.
# Web3Insight
Discover, Analyze, and Connect with Web3 Developers
A comprehensive metrics platform powered by GitHub data and on-chain activity for ecosystem growth.
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## Project Overview
Web3Insight is a metrics platform designed specifically for Web3 ecosystems, communities, repositories, and developers. While Web3 ecosystems share similarities with traditional open-source communities, standard metric systems often fall short in providing holistic understanding, trend tracking, and project evaluation specific to Web3 initiatives.
Web3Insight bridges this gap by offering tailored analytics and insights for the unique landscape of Web3 projects.
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## Problem Statement
Communities like OpenBuild face significant challenges in efficiently evaluating active contributors and participants:
- Manual statistical management is time-consuming and error-prone
- Existing tools (like OSS Insight) cannot provide detailed performance metrics for individual developers
- Lack of standardization in reward distribution within Web3 ecosystems
- Identity fragmentation — developers have GitHub accounts, email addresses, and wallet addresses that are not correlated
- No unified view combining off-chain (GitHub) and on-chain (Web3) activities
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## Core Features
### 1. Ecosystem Analytics
Search and analyze active projects and contributors within specific Web3 ecosystems or communities, presenting comprehensive metric data with visual dashboards.
### 2. Project-Specific Insights
- Direct search of metrics data by project name
- AI-powered analysis reports generated using GPT-4
- Track hackathon, bounty, and grant program performance with quantifiable metrics
### 3. Developer Profiling
- Search using GitHub handles or Web3 wallet addresses
- Compile open-source contribution data
- Track on-chain ecosystem participation metrics
- Visualize developer journeys from hackathons to core contributions
### 4. Customized Metric System
Proprietary metric frameworks combined with Web3 ecosystem database, offering tailored analysis dimensions for different ecosystems.
### 5. Identity Correlation
Build reliable database correlating GitHub users, email addresses, and wallet addresses within the Web3 space.
### 6. Reward Distribution Platform (In Development)
- Direct reward distribution to platform users
- Smart contract-generated Bounties/Grants for non-platform users
- User database matching with email notifications
- GitHub handle authentication
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## Use Cases
| Stakeholder | Use Case |
|-------------|----------|
| Ecosystem Growth Teams | Identify and connect with active builders using GitHub data and Web3 activity |
| DevRel & Community Managers | Track hackathon, bounty, and grant program performance with quantifiable metrics |
| Investors & Due Diligence | Assess technical maturity and team stability for investment decisions |
| Developer Platforms | Integrate developer profiles and skill maps via API |
| Talent Acquisition | Track developer journeys from hackathons to core contributions |
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## Technology Stack & Architecture
### Technology Components
| Layer | Technology |
|-------|------------|
| Frontend | Next.js, React, TypeScript, Tailwind CSS, NextUI |
| Backend API | Custom REST API with GitHub OAuth authentication |
| Database | PostgreSQL (primary), Redis (caching) |
| AI Service | OpenAI and Azure OpenAI API (GPT-4) |
| Data Sources | GH Archive, BigQuery, RSS3, On-chain APIs |
| Deployment | Docker, Docker Compose |
### Data Flow
1. User interactions trigger requests in the Next.js frontend
2. Remix handles routing and SSR, making API calls to the backend
3. Backend processes requests and interacts with PostgreSQL, Redis, AI services, and external APIs
4. Data is returned and rendered in the frontend
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## Project Links
| Resource | Link |
|----------|------|
| Live Platform | https://web3insight.ai |
| GitHub Repository | https://github.com/web3insight-ai/web3insight |
| License | MIT |
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## Team
- pseudoyu — Founder & Lead Developer (https://github.com/pseudoyu)
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## Key Differentiators
1. Unified Identity — First platform to correlate GitHub identities with Web3 wallet addresses
2. AI-Powered Insights — GPT-4 generated analysis reports for projects and developers
3. Web3-Native Metrics — Custom metric frameworks designed specifically for Web3 ecosystems
4. On-Chain Rewards — Smart contract-based reward distribution system
5. Open Source — MIT licensed, community-driven development
