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magpie-good-first-issue-sweep

Classify GitHub issues as READY, NEAR-MISS, or SKIP for good first issue labeling.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps project maintainers quickly identify and label issues in their issue tracker as 'good first issues' for new contributors.

Core Features & Use Cases

  • Issue Classification: Automatically classify issues as 'READY', 'NEAR-MISS', or 'SKIP' based on a set of criteria.
  • Label Application: Apply 'good first issue' labels to classified issues after maintainer confirmation.
  • Customization: Allows customization through project-specific configuration files.

Quick Start

Run the 'magpie-good-first-issue-sweep' skill to find and label good first issues in your project's issue tracker.

Frequently Asked Questions about magpie-good-first-issue-sweep

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

FAQPage Schema
How do I automatically identify good first issues in GitHub?▼

To automatically identify good first issues in GitHub, this Skill classifies issues as READY, NEAR-MISS, or SKIP based on predefined criteria, helping maintainers quickly find suitable tasks for new contributors.

What is a good first issue classification system for issue trackers?▼

A good first issue classification system evaluates issues against predefined criteria to label them as READY, NEAR-MISS, or SKIP, streamlining issue tracking and mentoring for new contributors.

Does this good first issue sweep tool support custom project criteria?▼

Yes, this good first issue sweep tool supports custom project criteria through project-specific configuration files, allowing maintainers to define their own readiness standards for issue classification.

How to apply good first issue labels after classifying issues?▼

To apply good first issue labels, the Skill classifies issues as READY, NEAR-MISS, or SKIP and then applies the good first issue label after maintainer confirmation, ensuring manual oversight.

What is the difference between READY and NEAR-MISS issues in GitHub issue tracking?▼

In GitHub issue tracking, READY issues meet all predefined criteria for new contributors, while NEAR-MISS issues are close to qualifying but lack specific elements, and SKIP issues are unsuitable.

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