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magpie-issue-reassess

Re-assess project issues against the default branch and produce verdicts.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the process of reassessing resolved or end-of-life issues in a project's issue tracker, saving maintainers time and improving the quality of issue management.

Core Features & Use Cases

  • Automated Issue Reassessment: Sweep a pool of issues and re-assess each one against the current default branch.
  • Issue Reproducer: Invoke issue-reproducer to extract and run the reporter's code, classify the runtime outcome, and produce a verdict.json.
  • Use Case: When a maintainer needs to re-assess old issues, sweep the EOL backlog, or check if reopened wishlists still apply on the default branch.

Quick Start

Run the magpie-issue-reassess skill to start a reassessment campaign.

Frequently Asked Questions about magpie-issue-reassess

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

FAQPage Schema
How do I automate issue reassessment for a resolved issue backlog?▼

Automated issue reassessment sweeps a pool of resolved or end-of-life issues in a project's issue tracker to re-evaluate each one against the current default branch. This saves maintainers time and improves issue management quality.

How does automated issue triage classify runtime outcomes?▼

Automated issue triage classifies runtime outcomes by invoking an issue-reproducer to extract and run the reporter's code. It then evaluates the execution results to produce a verdict for each issue.

What is the best way to check if old end-of-life issues still apply to the default branch?▼

Running a reassessment campaign is the best way to check if old end-of-life issues still apply. It systematically sweeps the EOL backlog and tests each issue against the default branch.

Do I need a specific runtime environment to run automated issue management campaigns?▼

Yes, automated issue management requires access to the project's issue tracker, project configuration, and a runtime environment. These components are necessary to extract code and classify runtime outcomes accurately.

Can I use issue-reproducer to generate verdicts for reopened wishlist issues?▼

Yes, you can use the issue-reproducer to generate verdicts for reopened wishlist issues. It extracts the reporter's code, runs it, and classifies the runtime outcome to determine if the issue still applies.

What limitations exist when sweeping an EOL backlog for issue reassessment?▼

A key limitation is that issue reassessment requires explicit access to the issue tracker, project configuration, and a compatible runtime environment to execute the reporter's code and generate accurate verdicts.

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