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Your agent can sort the repositories you’ve starred on GitHub into curations by topic, and keep the new releases of projects you follow arriving on their own. Connect it to Curation Space, let it read your stars, and ask it to curate them.

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How do I import my GitHub stars?

1

Connect your agent to Curation Space

Copy the prompt in How do I connect my agent? into Claude Code, Codex, OpenCode, or another agent that supports MCP, and sign in when it asks.
2

Let it read your stars

Any of these works:
  • With the GitHub CLI. If your agent can run commands and you’re signed in to gh, it can list every star with the date you starred it: gh api -X GET -H 'Accept: application/vnd.github.star+json' user/starred -f per_page=100 --paginate.
  • With GitHub’s MCP server. Connect GitHub’s MCP server with its stargazers toolset turned on.
  • In a browser. If your agent can use a browser, such as Claude in Chrome, it can read your stars and your star lists at github.com/{username}?tab=stars.
3

Ask it to curate them

Paste a prompt like the one below.
Prompt
Curation Space has a reader built for GitHub, so each repository keeps its full name and description.

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How do I keep a project’s new releases arriving?

Ask your agent to connect the project’s release feed, such as https://github.com/oven-sh/bun/releases.atom, to a curation as an Input Source. Each new release is added within about 15 minutes. A curation can have up to 10 Input Sources.

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Will my followers be sent every repository?

No, as long as the curations are private while your agent adds links, which the prompt asks for. See Will my followers be sent every link?