How does the worktree integration work?

Once issues are triaged, the skill can automatically run 'wt switch --create' to generate a dedicated git worktree and branch for the specific issue, allowing you to work in isolation.

How does the skill determine the difficulty of an issue?

It uses AI agents to analyze the issue body, comments, and labels, scoring them from 1 (typos/docs) to 5 (complex architectural research) based on the estimated scope of the change.

What does the skill consider a 'quick win'?

Quick wins are issues identified as having low technical difficulty (level 1-2) but moderate to high user impact (level 2+), representing the best value for time spent.

Can I filter which issues are triaged?

Yes, the skill supports arguments to target specific repositories, filter by GitHub labels, or set a custom limit on the number of issues fetched.

Does this require the GitHub CLI?

Yes, the skill utilizes the 'gh' CLI to securely fetch issue data and interact with your GitHub repositories.

Issue Triage & Prioritizer

Name: Issue Triage & Prioritizer
Author: harlan-zw

byharlan-zw

•

Herramientas de Colaboración

Automatically analyzes and ranks GitHub issues by difficulty and impact to streamline repository maintenance.

This skill automates the labor-intensive process of triaging GitHub issues by fetching open items and using parallel AI agents to score them based on technical difficulty and user impact. It identifies 'quick wins' and high-priority bugs while factoring in signals like reproduction steps, community engagement, and existing assignees. To accelerate development, it integrates with git worktree managers to instantly set up isolated environments for specific fixes, making it an essential tool for maintainers and active contributors of high-traffic repositories.

Características Principales

01One-click isolated development environment setup via git worktree integration

02Parallel issue analysis using multiple AI agents for rapid processing

03Sorted reporting prioritized by impact-to-difficulty ratio and 'quick wins'

042 GitHub stars

05Heuristic detection for reproduction steps, community interest, and staleness

06Automated difficulty (1-5) and impact (1-5) scoring based on issue signals

Casos de Uso

01Maintainers managing large open-source repositories with high daily issue volume

02Contributors looking for manageable 'good first issues' or critical bug fixes

03Development teams planning sprints by identifying high-value, low-effort tasks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add harlan-zw/harlan-claude-code issue-triage

For use in Claude.ai and ChatGPT

Download Skill