repo-eval

Evaluate a codebase and generate a calibrated multi-dimensional scorecard.

7|4|Updated Mar 2, 2026

Search Tags:#architecture #evaluation #recommendations #repo #scorecard #codequality

Ready to run

npx skills add https://github.com/nklisch/skills --skill repo-eval-nklisch

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: repo-eval
Source: https://github.com/nklisch/skills/tree/main/plugins/workflow/skills/repo-eval
Command: npx skills add https://github.com/nklisch/skills --skill repo-eval-nklisch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

It provides a comprehensive, evidence‑backed evaluation of an entire codebase, delivering a calibrated scorecard across architecture, quality, testing, documentation, CI/CD, security, developer experience, and maintainability.

Core Features & Use Cases

Parallel exploration with multiple agents to gather detailed findings.
Verification checks that cross‑validate agent claims with direct repository analysis.
Scoring rubric and weighted overall score with clear evidence.
Actionable recommendations prioritized by impact for developers and architects.
Ideal for code reviews, security audits, onboarding new teams, or continuous quality monitoring.

Quick Start

Run the repo-eval skill on your project to receive a detailed evaluation report.

Frequently Asked Questions about repo-eval

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

FAQPage Schema

How do I evaluate a codebase for architecture and code quality?▼

To evaluate a codebase for architecture and code quality, apply an automated scorecard skill to your software repository. This process assesses multiple dimensions including testing, documentation, and maintainability to produce evidence-backed findings and prioritized recommendations.

What is a codebase scorecard and how does it work?▼

A codebase scorecard is a calibrated evaluation report that grades a software repository across dimensions like security, CI/CD, and developer experience. It works by leveraging parallel exploration agents and verification checks to cross-validate findings with direct repository analysis.

Can I use code repository evaluation for security audits and onboarding?▼

Yes, code repository evaluation is ideal for security audits and onboarding new teams. By assessing security, developer experience, and architecture, it generates actionable recommendations prioritized by impact for developers and software architects.

How do I get actionable recommendations for improving code maintainability?▼

You get actionable recommendations for improving code maintainability by running a full repository evaluation. This generates a weighted overall score and prioritized recommendations based on evidence-backed findings from direct repository analysis.

Does automated code evaluation work with any software repository?▼

Automated code evaluation can be applied to any software repository to assess architecture, code quality, testing, and CI/CD. It requires no specific dependencies to run, making it suitable for continuous quality monitoring across diverse project environments.