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Workflow

Automated GitHub Issue Triage

Label, prioritize, and route incoming issues without a maintainer.

1 min readupdated 2026-07-04

/ quick answer

On issue open, embed and compare to existing issues; classify severity and area; comment with next steps. Label, prioritize, and route incoming issues without a maintainer.

Label, prioritize, and route incoming issues without a maintainer. The problem it solves: OSS maintainers spend hours triaging duplicate or under-specified issues. On issue open, embed and compare to existing issues; classify severity and area; comment with next steps. It runs in 5 steps, starting with github webhook fires on new issue. This workflow node is part of the Onexial knowledge graph and links to related concepts, workflows and tools below.
Problem
OSS maintainers spend hours triaging duplicate or under-specified issues.
Solution
On issue open, embed and compare to existing issues; classify severity and area; comment with next steps.
Steps
  1. 01GitHub webhook fires on new issue.
  2. 02Embed the body; compare to open issues via cosine similarity.
  3. 03If duplicate (>0.9), comment with the link and close.
  4. 04Else classify area/severity via a labeled prompt and apply labels.
  5. 05Post a checklist of missing info if the template wasn't followed.
Tools Used
Related Dictionary
/ frequently asked

What does the Automated GitHub Issue Triage workflow do?

On issue open, embed and compare to existing issues; classify severity and area; comment with next steps.

What problem does Automated GitHub Issue Triage solve?

OSS maintainers spend hours triaging duplicate or under-specified issues.

How many steps does Automated GitHub Issue Triage take?

5 steps. It starts with github webhook fires on new issue. and ends with post a checklist of missing info if the template wasn't followed..

Which tools does Automated GitHub Issue Triage need?

It uses no-code-automation-stack — each linked below with its own node.

/ topics#dev#ops
↳ connected nodes
Dictionary↳ linked
Embedding
A numerical vector representation of text, image or audio that captures meaning for similarity search.
Dictionary↳ linked
Webhook
An HTTP callback that lets one system push data to another the moment an event happens.
Tool Stack↳ linked
No-Code Automation Stack
The default toolset for an operator running business workflows without engineers.
Use Case↳ linked
10-Person Dev Team Adds AI Code Reviewer, Cuts Cycle Time 30%
Engineering team wires an LLM into PR review as a first-pass gate.
Workflow↳ linked
Autonomous QA Testing
This workflow utilizes AutoGen to create a multi-agent system that autonomously generates test cases, executes them, identifies bugs, and suggests fixes for software applications, enhancing development efficiency.
Workflow↳ linked
Multi-Agent Code Review
This workflow details how AutoGen can orchestrate a team of AI agents to perform autonomous code reviews, identify issues, and suggest improvements, enhancing code quality and accelerating development cycles.