evaluation

Score code quality using reference templates and rubrics for Codex evaluation.

Updated Feb 17, 2026
One-click install
npx skills add https://github.com/Objective-Arts/lens-dist --skill evaluation-objective-arts
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluation
Source: https://github.com/Objective-Arts/lens-dist/tree/main/skills/evaluation
Command: npx skills add https://github.com/Objective-Arts/lens-dist --skill evaluation-objective-arts

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides standardized templates and instructions for evaluating code quality and generating reports, streamlining the feedback loop for development and improvement processes.

Core Features & Use Cases

  • Code Quality Scoring: Defines prompts for scoring codebases on various quality metrics.
  • Rubric Management: Outlines how to load and apply specific evaluation rubrics.
  • Reporting: Specifies the format for generating detailed evaluation reports, including issues, fixes, and lessons learned.
  • Use Case: An orchestrator uses these templates to automatically assess a new code submission against predefined quality standards and generate a report for developers.

Quick Start

Use the evaluation skill to generate a code quality score for the current project.

Frequently Asked Questions about evaluation

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

FAQPage Schema
How do I automate code quality scoring for my codebase?

Automated code quality scoring is achieved by applying predefined rubrics and scorecards to evaluate a codebase. This skill provides reference templates that orchestrators use to automatically assess submissions and generate detailed evaluation reports.

What is a code evaluation rubric and how does it work?

A code evaluation rubric is a standardized template that defines specific quality metrics for assessment. It works by providing structured prompts and scorecards that an orchestrator applies to a codebase to systematically measure compliance with quality standards.

How do I generate a code assessment report with issues and fixes?

Code assessment reports with issues and fixes are generated by executing specific Bash commands within internal Codex processes. The evaluation templates specify the exact report formats, ensuring detailed feedback on identified issues, applied fixes, and lessons learned.

Can I use these evaluation templates to rescore an existing codebase?

Yes, you can rescore an existing codebase by executing the required internal Codex commands. The templates support both initial scoring and rescoring workflows, allowing orchestrators to re-evaluate code quality after improvements are applied.

Do I need specific Bash commands to run code quality evaluations?

Yes, specific Bash commands are required to execute the internal Codex scoring and rescoring processes. These commands trigger the orchestrators to apply the evaluation rubrics and generate the corresponding code quality reports.

What is the best way to standardize code quality reporting across a project?

The best way to standardize code quality reporting is by using predefined evaluation templates that specify uniform report formats. This ensures consistent documentation of issues, fixes, and lessons learned across all automated code assessments.