From “good first issue” to merged PR

Ship your first open source contribution.

RepoSage finds good-first-issues matched to your exact tech stack and uses AI to walk you through the codebase — so you know exactly what to change before you start coding.

See how it works
Read-only accessFree for everyoneNo setup required
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Recommended Issues

Based on your stack and experience level.

facebook/react2d ago
Add aria labels to Button component
good first issuebeginner3
vercel/next.js5h ago
Fix typo in documentation sidebar
good first issuedocs1
microsoft/vscode1d ago
Improve error message for missing config
good first issuehelp wanted5
The gap

Issue matchers stop where RepoSage starts.

Finding a good-first-issue is easy. Understanding what the code does and what needs to change is the hard part.

Capability
Issue Matchers
RepoSage
Issues matched to your stack
Codebase architecture overview
AI-powered onboarding guide
What files to change
Follow-up Q&A about the issue
Reads repo file tree & README

Other tools hand you a list of issues and stop. RepoSage keeps going until you understand the codebase.

Story of a Contributor

From zero to contributor.

A seamless, professional workflow designed to take you from signing in to merging your first pull request.

01

Sign in with GitHub

Read-only access. We analyze your languages, repos, and starred projects to find your best-fit issues.

02

Discover matched issues

Good-first-issues from across GitHub, ranked by your tech stack, experience level, and recency.

03

Explore with AI

Architecture diagrams, onboarding guides, and AI chat — all generated from the actual repo code.

04

Generate Repo Docs

Instantly create polished CODE_OF_CONDUCT, CONTRIBUTING, and other community standards to make your repo contributor-ready.

05

Save & track issues

Bookmark good-first-issues and track progress from Saved to Merged. Your contribution pipeline in one place.

06

Learn as you go

Interactive guides covering Git fundamentals, codebase reading, PR best practices, and the open source lifecycle.

Everything you need

Find, understand, and contribute.

Issue discovery, AI-powered understanding, progress tracking, and interactive learning — the complete open source companion.

Stack-aware discovery

We search GitHub for good-first-issues across repos that use your languages. No irrelevant results, no noise.

Codebase onboarding

Architecture diagrams, directory trees, and READMEs—summarized so you understand projects fast.

Fit scoring

Every issue shows a beginner-friendliness score, maintainer responsiveness, and estimated effort.

AI issue analysis

Ask follow-up questions about any issue. RepoSage answers based on the actual repo code, not generic advice. Navigate codebases like a senior engineer.

Integration-free

No config files, no CLI, no setup. Sign in with GitHub and you're ready to explore.

Read-only & safe

We never modify your repos or create branches. Just browse and learn safely.

Interactive Learning Hub

Hands-on guides with progress tracking. Learn Git, codebase reading, and PR etiquette.

Issue progress tracking

Bookmark any issue and track its status from Saved to Merged.

Repository insights

Search any repo for a beginner-friendliness score, activity trends, and matching good-first-issues instantly.

Trusted by the open source community
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Issues analyzed
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Repos indexed
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Projects covered
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Active users
It takes 30 seconds

Your first PR is one click away.

No setup, no config, no risk. Sign in with GitHub and we’ll find the perfect issue for you.

Learn more
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