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daisyden
daisydenCOMMUNITY
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GitHub

Get AR from Issue Skill

Extract Action Required items from GitHub issues with linked PRs and unresolved comments.

1|3|Updated Feb 28, 2025
Search Tags:#automation#issue-triage#github-pr#comment-analysis#pr-verification#ar-extraction#live-pr-state
One-click install
npx skills add https://github.com/daisyden/ai_for_validation --skill get-ar-from-issue-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Get AR from Issue Skill
Source: https://github.com/daisyden/ai_for_validation/tree/main/opencode/issue_triage/.claude/skills/bug_scrub/analyze_issue/get_AR_from_issue
Command: npx skills add https://github.com/daisyden/ai_for_validation --skill get-ar-from-issue-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps engineering teams automatically extract Action Required (AR) items from GitHub issues by analyzing linked PRs and outstanding issue comments, enabling faster triage and ownership assignment.

Core Features & Use Cases

  • Linked PR discovery: identify PRs that fix or touch issues via timeline cross-references, body references, and fix-approach text.
  • Comment AR extraction: surface unresolved requests from issue comment threads and track escalation needs.
  • Ownership & gating: determine owners for action items and support lifecycle with live PR-state checks.

Quick Start

Please provide an issue number to extract ARs; the tool will return a structured report listing related PRs, unresolved comments, and recommended owners.

Frequently Asked Questions about Get AR from Issue Skill

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

FAQPage Schema
How do I extract action required items from GitHub issues and comments?▼

To extract action required items from GitHub issues, you analyze linked PRs and unresolved issue comments. This process identifies outstanding requests and tracks escalation needs by assembling a structured report containing related PRs and recommended owners.

How does issue triage automation find PRs that fix a specific issue?▼

Issue triage automation discovers fixing PRs by scanning the issue timeline, cross-referencing body references, and analyzing Fix Approach text. It correlates these data points to identify PR candidates that touch or resolve the specific issue.

Can I automatically determine ownership for action items from GitHub issue threads?▼

Yes, you can automatically determine ownership for action items from GitHub issue threads. The extraction process analyzes comment discussions and PR correlations to assign recommended owners within the structured artifact output.

What is needed to start analyzing GitHub issues for unresolved comments and PR candidates?▼

To start analyzing GitHub issues for unresolved comments and PR candidates, you need to provide a specific issue number. The tool utilizes gh CLI and GraphQL outputs to return a structured report listing related PRs and ownership fields.

Does this AR extraction tool work with live PR state checks for issue lifecycle gating?▼

Yes, this AR extraction tool works with live PR state checks for issue lifecycle gating. It supports lifecycle management by verifying the current state of linked PRs to determine if action items are actively being resolved.

What are the limitations of using comment analysis for issue triage in specific repository contexts?▼

A limitation of using comment analysis for issue triage is its specific application to the Intel Torch-XPU Ops context. The extraction mechanism relies on repository-specific timeline cross-references and Fix Approach text, which may limit generalization to other environments.

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