About

Vision: Open Source as The Great Online Game

We're building the reputation layer for open source development. Inspired by RuneScape's skill system, every commit earns XP, every review levels up your skills, and your contributions become your permanent digital identity.

The Problem

Open source creates extraordinary value - Harvard research shows $1 invested in OSS generates $2,000 of value for companies, totaling $8.8 trillion. Contributors generate thousands of dollars in value for every dollar invested, yet receive almost nothing in return:

  • Massive value, minimal compensation - OSS supports core infrastructure across industries, yet the vast majority of maintainers receive little to no financial support
  • Critical context scattered across GitHub, Discord, Twitter - impossible to track
  • Difficult to see who actually knows what in massive projects
  • No standardized or portable reputation system - Contributors build value across projects, but recognition is siloed with no way to track long-term impact

We're changing that by creating digital status symbols that can't be bought, only earned. Your profile becomes your developer resume, your reputation proof, and your achievement showcase - all generated from actual contributions.

Our Solution

A powerful analytics pipeline that transforms GitHub activity into living developer profiles. Inspired by MMORPG progression systems, we track expertise across three dimensions:

Roles

What type of contributor you are (maintainer, architect, feature developer)

Focus Areas

Which parts of the codebase you work on (docs, core, UI, infrastructure)

Skills

The technologies you demonstrate proficiency in (TypeScript, APIs, databases)

Every merged PR containing documentation changes increases your docs XP. Work on core architecture? Your architect role levels up. The more you contribute to specific areas, the higher your expertise becomes - making it clear who knows what in any project.

The Tech Stack

Data Pipeline: Automated GitHub ingestion processing thousands of events daily
AI Intelligence: OpenRouter-powered summaries surfacing signal from noise
Scoring Engine: RuneScape-inspired XP calculations tracking expertise across codebases
Storage: SQLite database with version-controlled diffable dumps
Deployment: GitHub Actions โ†’ Static Site with lightning-fast performance

The entire system is open source, from ingestion to visualization.

Progress Bar

๐ŸŽฏ

Phase 1: Foundation

83%
  • โœ… GitHub data processing with skill progression
  • โœ… AI-powered daily/weekly/monthly summaries
  • ๐Ÿ”„ Contributor profiles showing expertise levels
๐Ÿ”

Phase 2: Identity

17%
  • ๐Ÿ”„ GitHub OAuth for user authentication
  • ๐Ÿ“‹ Wallet linking (ETH/SOL) bridging Web2/Web3
  • ๐Ÿ“‹ Public API for reputation queries
๐Ÿ†

Phase 3: Achievements

0%
  • ๐Ÿ“‹ Character Studio integration - unlock 3D wearables based on your skill levels
  • ๐Ÿ“‹ Achievement NFTs for reaching milestones (Level 99 TypeScript!)
  • ๐Ÿ“‹ Cross-platform reputation portability
๐ŸŒ

Phase 4: The Great Online Game

0%
  • ๐Ÿ“‹ Quest systems for coordinated development
  • ๐Ÿ“‹ Guild formation around shared expertise
  • ๐Ÿ“‹ Internet-scale achievement system

Ready to see your true level?

The game has already begun. Time to claim your place on the leaderboard.