How does this skill determine if a GitHub issue is fixed?

It uses keyword extraction to search git logs for related commit messages and uses ripgrep to check if the reported error patterns or problematic code blocks still exist in the current codebase.

Does it support project management tools other than GitHub?

While it focuses on analyzing GitHub issues, it includes a specific workflow for creating and linking technical tickets in Linear for ongoing maintenance.

Can this skill close issues automatically?

Yes, it provides pre-defined action templates to close issues as FIXED, OUTDATED, or CANNOT_REPRODUCE with clear explanations based on the evidence found during analysis.

What are age-based heuristics in this context?

These are rules that help the AI assume the relevance of an issue based on its age. For example, issues over 12 months old are treated as likely outdated unless they involve critical security or data loss concerns.

GitHub Issue Triage & Analysis

Name: GitHub Issue Triage & Analysis
Author: bradtaylorsf

bybradtaylorsf

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协作工具

Automates the systematic analysis and triaging of GitHub issues by cross-referencing codebase changes and git history.

This skill provides a structured methodology for Claude to evaluate the relevance of GitHub issues by automating deep repository searches. It guides the AI through fetching issue data, extracting technical keywords, and searching git logs to determine if an issue has already been resolved or rendered obsolete by architectural changes. By providing standardized classification logic and templates for closing issues or migrating them to Linear tickets, it streamlines technical debt management and reduces the manual effort required for backlog grooming.

主要功能

01Deep codebase and git log search to identify related PRs and commits

02Automated GitHub issue data extraction and keyword mapping

03Age-based heuristics for intelligent prioritization of stale issues

04Standardized classification logic for FIXED, OUTDATED, or CANNOT_REPRODUCE states

056 GitHub stars

06Integrated Linear ticket creation with technical context summaries

使用场景

01Cleaning up a legacy repository backlog with hundreds of stale issues

02Verifying if reported bugs still exist after major architectural refactors

03Synchronizing GitHub issues with internal project management tools like Linear

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bradtaylorsf/alphaagent-team github-issue-analysis

For use in Claude.ai and ChatGPT

Download Skill