karen-repo-reviewer

Name: karen-repo-reviewer
Availability: InStock
Author: pr-pm

Compute Karen Scores across five dimensions and generate repository review reports.

121|16|Updated Oct 10, 2025

Search Tags:#code quality #code review #market analysis #over-engineering #repository assessment #github-action #competitive-analysis

Ready to run

npx skills add https://github.com/pr-pm/prpm --skill karen-repo-reviewer

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: karen-repo-reviewer
Source: https://github.com/pr-pm/prpm/tree/main/.claude/skills/karen-repo-reviewer
Command: npx skills add https://github.com/pr-pm/prpm --skill karen-repo-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides honest, data-driven repository assessments that cut through over-engineering and incomplete implementations, giving developers the reality check they need.

Core Features & Use Cases

Comprehensive Scoring: Evaluates repositories across 5 dimensions including bullshit factor, functionality, and market value.
Market Research: Compares projects against real competitors to assess practical value.
Use Case: When you've built a new open-source library and want to know if it's genuinely useful or just another resume-padding project competing with established alternatives.

Quick Start

Use the karen-repo-reviewer skill to perform a comprehensive assessment of the current repository and generate a detailed review with actionable feedback.

Frequently Asked Questions about karen-repo-reviewer

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

FAQPage Schema

How do I get an honest code quality assessment for my repository?▼

Repository reviews evaluate code quality across multiple dimensions including functionality, implementation completeness, and market value. This skill computes a Karen Score (0-100) and delivers actionable feedback on what's working and what needs improvement, cutting through over-engineering to show the real state of your codebase.

Can I use repository reviews to compare my project against competitors?▼

Yes. Market-aware competitive analysis compares your repository against established alternatives to assess practical value and positioning. The skill generates market comparisons that help you understand where your project stands relative to existing solutions in its category.

How do I integrate repository reviews into GitHub Actions or my IDE workflow?▼

Repository reviews output shareable artifacts including badges and metrics that integrate directly into GitHub Actions or IDE workflows. You can generate and display Karen Scores and assessment results as part of your development or CI/CD pipeline.

What does a brutally honest repository review actually measure?▼

A repository review evaluates five dimensions including the bullshit factor, functionality, code quality, and market value. Each dimension receives a scored assessment with specific, actionable prescriptions for improvement based on data-driven analysis.

When should I request a repository review for my open-source project?▼

Request a repository review when you've built a new library or tool and need to verify whether it solves a real problem or is competing unnecessarily with established alternatives. Reviews help you determine genuine usefulness before investing further effort or promoting the project.

What output can I share from a repository review?▼

Repository reviews generate shareable metrics and badges that display your Karen Score and assessment results. These artifacts can be embedded in README files, shared across GitHub Actions, or displayed in IDE integrations to communicate your project's quality standing.