Find an Open-Source Issue Nobody Has Claimed Yet

Description and use

Hacktoberfest Starter assists developers in quickly finding genuinely available and skill‑matched open‑source issues, reducing search time and boosting contribution efficiency.

Problem

Finding a good first issue on GitHub that is actually unassigned, relevant to your skills, and worth contributing to is hard.

Outcome

The tool saves developers time by presenting only genuinely available, skill‑matched issues, encouraging more effective open‑source contributions.

Workflow

• 1. User inputs skills and proficiency levels into the app.
• 2. App queries GitHub for potential issues.
• 3. AI layer analyzes issue data, filters out claimed or unsuitable issues.
• 4. App ranks remaining issues by relevance to user profile.
• 5. User selects and works on the top‑ranked issue.

Evidence

Finding a good first issue on GitHub is easy. Finding one that is actually unassigned, relevant to your skills, and worth contributing to is much harder.

Source

You add your skills and proficiency levels, and the app searches for relevant issues, filters out issues that appear to be already claimed or unsuitable, and helps you identify the issues that are a good match.

Source

The goal is simple: spend less time scrolling through GitHub and more time actually contributing to open source.

Source