{"repo":"he-yufeng/GitSense","free":true,"listed":false,"github":"https://github.com/he-yufeng/GitSense","clone":"git clone https://github.com/he-yufeng/GitSense.git","description":"AI-powered open source contribution finder and repo radar","language":"Python","stars":97,"topics":["ai","contribution","github","llm","open-source","python","cli","developer-tools","good-first-issue","issue-finder"],"license":"MIT","category":"ai-agents","readme_excerpt":"Tell it your skills → it searches GitHub for open issues you can fix → ranks them by match → scores repos by maintainer responsiveness and PR merge patterns. English · 中文  ·  Quick Start · Demo · How It Works --- The Problem You want to contribute to open source, but finding the right issue is painful. You scroll through hundreds of issues on GitHub, most of which are either claimed, too vague, out of your skill range, or just not worth the effort. By the time you find something decent, you've burned an hour on browsing alone. GitSense does the searching for you. It queries GitHub for open, unassigned issues across thousands of repos, then uses an LLM to rank them by how well they match YOUR specific skills and tell you exactly how to get started. The new Radar mode answers the next question: is this repo actually worth your PR? It checks public PR history, stale backlog, open-to-merged PR pressure, outsider merge ratio, and maintainer response time before you invest a weekend in a repo that might ignore good work. Quick Start Demo How It Works 1. Search — Builds targeted GitHub search queries from your skills (e.g. python is:issue is:open no:assignee stars: =100 ). Searches across all of GitHub, not just repos you follow. 2. Filter — Deduplicates results, skips archived / already-assigned / stale issues by default, and can drop noisy threads with too many comments. 3. Rank — Sends the candidates to an LLM along with your skill profile. The LLM scores each issue 1-1","default_branch":null,"files":null,"tree":[],"storefront":"/r/he-yufeng","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/he-yufeng/GitSense/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}