Earn Auto-Reviewer

by RECTOR-LABS

Get expert code reviews
in seconds

AI-powered analysis by 8 expert judges

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Built for Superteam Earn

Manual PR reviews don't scale.

Superteam Earn processes hundreds of GitHub submissions. Sponsors need fast, consistent, expert-level analysis.

The Problem

Manual reviews: 15-30 min each

The Solution

8 AI experts in <30 seconds

Ready to Ship

API-first, fits earn-agent

"This isn't a proposal. It's a working demo. Try it above. See the results."

See It In Action

Watch our AI review system analyze real GitHub submissions

Full repository analysis with detailed breakdown and code suggestions

How It Works

From URL to expert review in 5 steps

Paste URLAny GitHub PR or repo
Fetch CodeFiles, diff, metadata
AI ParseSmart token optimization
Multi-Judge8 experts analyze
Score & Report0-100 with notes

Example Reviews

See what our AI judges produce

github.com/example/solana-token-swap/pull/42PR
85
/100

Excellent Submission

★★★★
Code Quality
34/40
Completeness
27/30
Testing
16/20
Innovation
8/10
Top Verdicts
🏗️
Code Architect

Excellent Anchor patterns

88
🔒
Security Sentinel

Proper signer validation

82
Perf Optimizer

Efficient PDA derivation

91
🧪
Testing Champion

Good coverage, add fuzz

78
Review Summary
Clean Anchor program with proper account validation
Efficient use of PDAs and seeds
Good error handling with custom error enum
Consider adding fuzz tests for edge cases
Could add events for off-chain indexing

The 8-Judge Panel

Each expert focuses on what they know best

🏗️

Code Architect

Structure & patterns

🔒

Security Sentinel

Vulnerabilities & auth

Perf Optimizer

Speed & efficiency

🎨

UX/DX Advocate

Developer experience

🧪

Testing Champion

Coverage & quality

📚

Docs Guru

Documentation

💡

Innovation Scout

Creative solutions

🔗

Integration Expert

CI/CD & deploy

Scoring Methodology

Weighted evaluation across 4 dimensions

Code Quality

40pts

Completeness

30pts

Testing

20pts

Innovation

10pts

Smart Features

Built for production-grade reliability

Smart Caching

Results cached with commit hash validation - instant re-reviews for unchanged code

Token Optimization

Intelligent file filtering for large PRs - focus on critical code, skip binaries

Multi-Model Support

Switch between AI models based on cost/quality tradeoffs via OpenRouter