Your Open Source
AI Copilot.
Find the right issue, understand the codebase, and make your first useful contribution faster. Plus maintainer tools: triage, health, and release notes — powered by Coral SQL.
Health: 72/100
5 issues, bus factor risk
What To Do Now
1. Triage 5 issues
2. Close dup #4521
3. Cut release v2.4.0
CORAL EVIDENCE
8 queries / 142 rows
Captain's Log
Set your skill profile
Pick your skills (Rust, Solana, Anchor, TS), 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.
#8421: Fix token validation
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
Daily Maintainer Brief
- •One-click repo health score with actionable next steps
- •Duplicate cluster detection across open issues
- •Contributor risk analysis and rising star spotting
- •Powered by 8 parallel Coral SQL queries — visible in UI
Repo Health: 72/100
5 untriaged issues, bus factor risk
What To Do Now
CORAL EVIDENCE
8 queries / 142 rows / github.issues, github.pulls
Smart Triage + Project Health
- •Auto-suggests labels and priority (P0-P3) with evidence
- •Bus factor analysis — who owns too much of your repo?
- •Review bottleneck detection and burnout risk signals
- •Every card answers: what should I do next?
Fix hydration mismatch in RSC
Similar to #4100, #3950
Add dark mode toggle to settings
One-Click Release Notes
- •Auto-categorizes merged PRs into Features, Fixes, etc.
- •Copy-ready markdown for GitHub releases
- •Slack-formatted summary for team announcements
- •Actionable: tells you exactly when to cut a release
Release Notes v2.4.0
Copy Markdown## Features
- Add dark mode support (#4519) @devuser
- New dashboard analytics (#4502) @contributor
## Bug Fixes
- Fix hydration mismatch (#4521) @maintainer
- Resolve memory leak (#4518) @devuser
Ship's Manifest
Next.js
Framework
OpenAI
AI Engine
Coral SQL
Data Layer
Tailwind CSS
Styling
Framer Motion
Animation
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