issue-intelligence-analyst

Analyze GitHub issues to extract recurring themes and pain patterns.

434|33|Updated Jul 27, 2025
One-click install
npx skills add https://github.com/udecode/kitcn --skill issue-intelligence-analyst-udecode
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: issue-intelligence-analyst
Source: https://github.com/udecode/kitcn/tree/main/.agents/skills/issue-intelligence-analyst
Command: npx skills add https://github.com/udecode/kitcn --skill issue-intelligence-analyst-udecode

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes GitHub issues to reveal recurring themes, pain points, and severity trends, turning noisy issue data into strategic insights for planning, prioritization, and ideation.

Core Features & Use Cases

  • Theme discovery across open and recently closed issues
  • Recurrence detection to identify systemic reliability or UX problems
  • Strategic summaries for planning, product decisions, and stakeholder communication

Quick Start

Provide the GitHub repository URL (owner/repo) to begin analyzing its issue landscape.

Frequently Asked Questions about issue-intelligence-analyst

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

FAQPage Schema
How do I analyze GitHub issues to find recurring themes and pain points?

To analyze GitHub issues, provide a repository URL (owner/repo) to extract recurring themes like reliability, performance, and usability. The tool processes open and recently closed issues from the last 30 days to produce thematic clusters with counts and representative issues.

What is issue clustering and how does it reveal systemic reliability problems?

Issue clustering groups similar GitHub issues into thematic categories to reveal systemic reliability problems. By assessing recurrence and trends across open and recently closed issues, it identifies frequent pain patterns suitable for prioritization decisions.

How do I generate executive briefings from GitHub issue trends?

Generate executive briefings by analyzing GitHub issue trends to produce strategic summaries. The analysis creates thematic clusters with issue counts, representative examples, source mix, and trend signals to support product planning and stakeholder communication.

Can I detect recurring usability issues in recently closed GitHub issues?

Yes, you can detect recurring usability issues by analyzing recently closed GitHub issues within the last 30 days. The tool assesses recurrence and trends across both open and closed issues to identify systemic UX problems and pain patterns.

What's the best way to prioritize GitHub issues for product planning?

The best way to prioritize GitHub issues is to extract thematic clusters with counts and trend signals. This analysis transforms noisy issue data into strategic insights, highlighting severity trends and recurring pain points for planning decisions.

Does issue intelligence analysis work with any GitHub repository?

Yes, issue intelligence analysis works with any GitHub repository. Simply provide the owner/repo URL to begin analyzing its issue landscape, covering both open issues and recently closed issues from the last 30 days for theme discovery and recurrence detection.