• BACKLOG
  • NEW TASKS
  • HUMAN REVIEW
  • SYNCED

How to triage github issues with your AI

Connect your agent to GitHub once. After that, it can scan your backlog and file new bugs or tasks directly.

Ask AI about this page

Short answer

Can my AI triage my GitHub issues?

Yes. Your agent uses GitHub tools to pull your current issue list and write new ones based on your instructions. You'll get a clean backlog without manual data entry.

Backlog outcomes

Where your issues land.

The AI organizes your work into these specific outcomes.

BACKLOG

Clean issue lists

The agent pulls all active issues into your chat. You get a clear view of what's currently open.

NEW TASKS

Automated issue creation

When you identify a bug or a feature, the agent writes it to GitHub. It handles the formatting and submission.

HUMAN REVIEW

Manual triage needed

The agent flags complex or ambiguous issues for you. You decide if they need more detail before they go live.

SYNCED

Updated project state

Your GitHub repository stays in sync with your conversation. The backlog reflects the decisions you make in chat.

The workflow

What your AI does when the backlog arrives.

The agent handles the repetitive parts of issue management.

  1. Scan the repo

    The agent looks at your repository to see what is currently open and what needs attention.

    list_repository_issues

  2. Analyze content

    It reads the descriptions and labels of your existing issues to understand the project context.

    list_repository_issues

  3. Draft new entries

    The agent prepares the text for a new bug report or feature request based on your chat.

    create_new_issue

  4. Submit to GitHub

    The agent pushes the new issue directly to your repository so it's ready for the team.

    create_new_issue

Try it

Copy these to start.

Use these prompts to kick off the triage process.

Starting points

These are opening lines. Swap out the repository names for your own.

GitHub Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_AI5HxyZx099tgXdpr8GRZXGxF9M4ju1Zd4fQUt7k/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — GitHub capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "github-extended-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_AI5HxyZx099tgXdpr8GRZXGxF9M4ju1Zd4fQUt7k/mcp"
    }
  }
}
Copy into chat04

  • List all open issues in the frontend-app repository.

  • Look at the issues in the api-service repo and tell me which ones are high priority.

  • Create a new issue in the docs-repo about the missing installation steps.

  • Based on the open issues in the mobile-app repo, draft a new bug report for the login timeout.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect GitHub once, then ask.

Just click the link to connect your account. Your credentials stay encrypted and secure, and you can start chatting with your repo immediately.

Connect GitHub to your AI

FAQ

How this task behaves.

  • 01

    Can the AI delete issues?

    No. The agent can only list and create issues. It cannot delete or close existing ones.

  • 02

    Does the AI need my GitHub password?

    No. You connect via a secure link, and your login details are never shared with the AI.

  • 03

    Can the AI add labels to issues?

    No. This specific setup only allows the agent to list and create issues.

  • 04

    Will it create issues without my permission?

    No. The agent only creates an issue when you explicitly tell it to do so in the chat.

  • 05

    Can it edit the description of an existing issue?

    No. The agent is limited to listing and creating new issues.

  • More questions about GitHub? See everything the GitHub Connector can do

Connect GitHub to Claude, Cursor, ChatGPT & more