skills.rest
bdbch
bdbchCOMMUNITY
Explore all skills by this author โ†’
WebsiteGitHub

github-issue-labeler

Detect unlabeled GitHub issues and propose labels via natural language processing.

2|Updated May 15, 2026
Search Tags:#workflow automation#github#issue tracking#code organization#labeling
One-click install
npx skills add https://github.com/bdbch/ai-dotfiles --skill github-issue-labeler
Or copy as Structured Prompt for Agentโ–ผ
Please help me install this Agent Skill.
Skill: github-issue-labeler
Source: https://github.com/bdbch/ai-dotfiles/tree/main/skills/github-issue-labeler
Command: npx skills add https://github.com/bdbch/ai-dotfiles --skill github-issue-labeler

SYSTEM DOCUMENTATION & REQUIREMENTS

๐Ÿ’ก This Skill requires gh, task, question, and includes scripts (resource) components.

What problem does it solve?

This Skill streamlines the process of labeling GitHub issues, making it easy to maintain an organized issue tracker and improve workflow efficiency.

Core Features & Use Cases

  • Unlabeled Issue Detection: Automatically identifies and lists open issues without labels.
  • Label Planning: Proposes suitable labels based on issue content and user confirmation.
  • Label Application: Applies the selected labels to the issues.
  • Use Case: If you have a large number of open GitHub issues without labels and need to quickly organize them, this skill can save you significant time by automating the labeling process.

Quick Start

Run the github-issue-labeler skill to label all unlabeled issues in your repository.

Frequently Asked Questions about github-issue-labeler

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

FAQPage Schema
How do I automatically label unlabeled GitHub issues in my repository?โ–ผ

To automatically label GitHub issues, this skill identifies open unlabeled issues, proposes suitable labels based on their content, and applies the labels after user confirmation. It streamlines issue tracking by automating the categorization process.

Does automating GitHub issue labeling require GitHub API access?โ–ผ

Yes, automating GitHub issue labeling requires GitHub API access and appropriate authorization for repository access. This allows the skill to detect open issues and apply the selected labels directly to your repository.

What is the best way to organize a large backlog of open GitHub issues?โ–ผ

The best way to organize a large backlog of open GitHub issues is using natural language processing to analyze issue content. This skill proposes relevant labels for approval, significantly reducing the manual effort needed for code organization.

How does natural language processing apply labels to GitHub issues?โ–ผ

Natural language processing analyzes the text of unlabeled GitHub issues to propose relevant labels. After analyzing the content, the skill presents a label plan for user confirmation before applying the labels via the GitHub API.

Can I review proposed labels before they are applied to my GitHub issues?โ–ผ

Yes, you can review proposed labels before they are applied. The skill features a label planning step that requires user confirmation, ensuring you maintain control over workflow automation and issue tracking accuracy.

Related Skills

Explore More Software Engineering Skillsโ†’
EntroVyxEntroVyx
3

github-issues

Manage GitHub issue lifecycles via CLI or REST API.

Community
Intermediate
semicolon-devteamsemicolon-devteam

check-feedback

Collect open SEMO feedback issues via the GitHub API and output a Markdown summary.

Official
Intermediate
AustinZ21AustinZ21
4

speckit-taskstoissues

Convert dependency-ordered spec-kit tasks into GitHub issues.

Community
Intermediate
MithrilManMithrilMan

gh-resolve-issue

Triage and resolve GitHub issues using the gh CLI.

Community
Advanced