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Purpose

My Insights shows how the whole Stars library or knowledge base is organized, tech distribution, and what still needs attention. Repository Insights shows what this repo has been doing, health, and security advisories. Generated insights can attach to AI summary, repo chat, and RAG as removable read-only context.

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My Insights

Entry: sidebar Manage → My Insights. Switch scope between All Stars and Knowledge base. Refresh manually when you need fresh data; it is not a live GitHub dashboard.
My Insights: progress, distribution charts, drill-down action cards

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Typical content: triage metrics, language / topic distribution, project status, cleanup candidates. Cards drill down into the matching repository list.

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Repository Insights

Entry: Insights on the selected repository’s detail pane. Sections depend on network, permissions, and cache.
Repository Insights: Star growth, release cadence, advisories, and Release assets

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  • Star growth and collaboration
  • Commit trends and contributors
  • Release cadence; the latest Release shows the first 3 assets, expandable, with copy / download
  • Health, community standards, security signals
  • Latest 5 published advisories: severity, GHSA / CVE, date, publisher; open the advisory or the full GitHub list
Content should stay stable while you switch repos or refresh. Some GitHub stats endpoints briefly show a generating state and retry. For private repos in My Projects, elevated metrics use the GitHub App token. Some public-only signals may stay unavailable.

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For AI / RAG

Insights become removable read-only XML context for summary, chat, and RAG. Custom prompts that omit insight placeholders do not inject them silently. Unavailable, not injected, or fallback states are labeled in the UI. Library-wide aggregates also feed knowledge-base answers as shared context.

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Notes

  • Insights are a reading aid, not a security audit.
  • Advisories and assets need GitHub access. A fetch failure is not “no vulnerabilities”.
Last modified on August 25, 2026