I built StarBack — discover projects from people who star your GitHub repo
Description and use
StarBack turns new GitHub stargazers into a project discovery feed using GitHub Actions and Issues, all within GitHub and without external hosting.
Problem
GitHub stars are one‑directional; stargazers often disappear after starring, so maintainers lack insight into what projects those users are building.
Outcome
StarBack turns each new stargazer into a curated project discovery feed, all running natively inside GitHub without external hosting or databases.
Workflow
- 1. Add two small workflow files to .github/workflows/ in the repo.
- 2. Configure the required GitHub secret.
- 3. When someone stars the repo, GitHub Actions runs the StarBack workflow.
- 4. StarBack queries the stargazer’s public repositories via the GitHub REST API.
- 5. Repositories are filtered (exclude forks, archived, disabled, inactive) and scored using stars, recent activity, forks, description, topics, and homepage.
- 6. The highest‑scoring repo is added as a task in a GitHub Issue inbox (e.g., "StarBack Inbox").
Evidence
StarBack is a GitHub-native tool that turns new stargazers into a project discovery feed.
Everything runs with GitHub Actions, Issues, and the GitHub REST API.
- Record date: 2026-09-06T05:37:45.502Z