Your Open Source
AI Copilot.
Find the right issue, understand the codebase, and make your first useful contribution faster.
#28891: Fix hydration edge case
FIRST STEP
Read the issue, then comment your approach
Captain's Log
Set your skill profile
Type any languages, frameworks, or topics you know, your experience level, and how much time you have.
AI finds matching issues
Searches GitHub, scores by fit (not just stars), and ranks by skill match, maintainer activity, and freshness.
Agent Steps
Pick an issue, understand the code
Each card shows difficulty, first steps, and risks. Then get an AI-generated codebase guide with reading path and where to make changes.
#28891: Fix hydration edge case
FIRST STEP
Read the issue, then comment your approach
Find the Right Issue
- •Matches issues to your skills, experience level, and time budget
- •Scores by fit — not just stars — using 6 ranking dimensions
- •Shows difficulty, learning value, suggested first comment, and risks
- •Save issues to a shortlist and come back later
#8421: Fix token validation edge case
Active maintainer / Fresh issue / Strong skill match
#2105: Add missing error variant
Understand Any Codebase
- •AI-generated module map, reading path, and entry points
- •Async and type flow diagrams (Mermaid) for any repo
- •Pinpoints where to make changes and related tests
- •Time-budgeted learning plan: 1 hour, weekend, or deep dive
Start Here
Anchor is a framework for Solana programs. Entry: programs/src/lib.rs
Reading Path
1. lib.rs → 2. state.rs → 3. instructions/mod.rs
ASYNC FLOW (Mermaid)
Client → RPC → Program → Account
Ship's Manifest
Next.js
Framework
Gemini
AI Engine
GitHub API
Data Layer
Tailwind CSS
Styling
Framer Motion
Animation
Your first open-source contribution, faster