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magpie-issue-triage

Classify open project tracker issues into six disposition classes using Python.

79|76|Updated Apr 28, 2026
Search Tags:#project management#issue triage#bug tracking#issue classification#tracker automation
One-click install
npx skills add https://github.com/apache/magpie --skill magpie-issue-triage
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: magpie-issue-triage
Source: https://github.com/apache/magpie/tree/main/skills/issue-triage
Command: npx skills add https://github.com/apache/magpie --skill magpie-issue-triage

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the triage process for open issues in project trackers, saving time and reducing manual effort.

Core Features & Use Cases

  • Automated Triage: Classifies open issues based on predefined criteria.
  • Interactive Comments: Posts triage proposals as comments for team review.
  • Triage Rules: Applies six disposition classes (BUG, FEATURE-REQUEST, NEEDS-INFO, DUPLICATE, INVALID, ALREADY-FIXED).
  • Use Case: Imagine you have a large number of open issues in your project tracker. Use this Skill to classify and prioritize them, streamlining the review process.

Quick Start

Use the magpie-issue-triage skill to triage open issues in your project tracker.

Frequently Asked Questions about magpie-issue-triage

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate issue triage for open bugs in a project tracker?▼

Automating issue triage involves classifying open issues in a project tracker using predefined rules. This skill evaluates open issues against six disposition classes and posts triage proposals as comments for team review, reducing manual effort.

What disposition classes are used for bug tracking and issue classification?▼

Issue classification applies six predefined disposition classes: BUG, FEATURE-REQUEST, NEEDS-INFO, DUPLICATE, INVALID, and ALREADY-FIXED. These categories streamline the bug tracking process by standardizing how open issues are evaluated and prioritized.

Can I review and confirm issue classifications before they are posted to the tracker?▼

Yes, the issue triage process allows for user confirmation before posting comments. It generates triage proposals based on the classification rules and requires your review before any comments are submitted to the project tracker.

Do I need configuration files to automate issue classification in my project tracker?▼

Yes, automating issue classification requires access to the project's issue tracker and specific configuration files. These configuration files define the parameters needed by the Python scripts to evaluate and classify open issues accurately.

What is the best way to handle a large backlog of open issues in project management?▼

The best way to handle a large backlog of open issues is to use tracker automation for issue triage. Automatically classifying issues by disposition class streamlines the review process and significantly reduces manual project management effort.

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