Stop searching.Start contributing.
Lost in GitHub’s millions of repos? Tell us your stack once — agents score open issues against your skills and drop curated matches in your feed, while you sleep.
01 — The problem
Finding issues feels like a full-time job.
Spent hours finding an issue, maintainer never replied.
We filter by maintainer response times and repo activity.
Good first issues get claimed in minutes.
Our background agent alerts you the moment a match drops.
Every repo looks fine until you open the codebase.
We score repos on contribution docs and CI health.
02 — How it works
Three steps. Zero searching.
01
Tell us your stack
Add your languages, frameworks, and contribution goals. Takes 60 seconds.
02
Agent runs every few hours
The agent scores open issues across thousands of repos against your skill + preference profile.
03
Curated issues in your feed
Issues arrive in the app, Notion, or email — each with a match score and repo health summary.
03 — Memory
It learns your taste. Not just your stack.
Every vote and dismissal teaches the agent. No settings, no manual filters — your feed reshapes itself around what you actually pick.
You dismiss a React issue
Agent quietly stops surfacing frontend issues — no settings changed, no manual filter.
You bookmark a Go issue
Agent starts recommending Go even if it wasn't in your original profile.
"Backend only, good docs"
Told to the assistant once, remembered across every future session automatically.
04 — Features
Everything the agent does for you.
Skill-aware semantic matching
LLM-powered ranking understands your full stack — not just keyword overlap. It knows the difference between “used React once” and “ships production React.”
Repo health checks
Last commit date, maintainer response time, contributing docs — spam filtered before it reaches you.
Runs while you sleep
The agent wakes every few hours, scores fresh issues against your evolving profile, and queues your next matches.
Delivered where you work
A ranked feed in the app, synced to Notion, or in your inbox. Every match ships with a score and the reason it picked you.
05 - FAQ
Questions, answered.
Anything else on your mind? Log in and ask the in-app assistant — it knows every corner of the product.
06 — Get started
Your first match is waiting.
Free to start. Tell the agent your stack once — wake up to issues worth your time.