Is the rubric format standardized for reusability?

Yes, it follows a specific YAML schema including fields for name, version, scope, criteria, and passing requirements to ensure rubrics can be shared and maintained easily.

Can I use this for automated code reviews?

Yes, it allows you to define specific patterns and weights for security, style, and logic, providing actionable feedback for developers during the review process.

What is the difference between pattern-based and custom checks?

Pattern-based checks use regex for fast, deterministic matching of specific strings, while custom checks use LLM analysis for nuanced qualities like tone, flow, or logic.

What is the Rubric Design skill for Claude Code?

It is a framework for creating structured, measurable criteria used to evaluate the quality of code, content, or AI outputs consistently.

How are scores calculated in this framework?

Rubrics use a weighted system where each criterion contributes a defined percentage to the final score, which is then compared against a configurable passing threshold.

Evaluation Rubric Designer

Name: Evaluation Rubric Designer
Author: therealchrisrock

bytherealchrisrock

0•

Security & Testing

Designs clear, measurable, and actionable evaluation rubrics for code quality, content standards, and performance assessment.

The Rubric Design skill provides a comprehensive framework for creating structured evaluation criteria that produce consistent and measurable results. It empowers developers and content creators to define precise weights, thresholds, and check types—ranging from deterministic pattern matching to nuanced LLM-driven assessments—ensuring that every piece of code or content meets specific quality bars. Whether you are setting up a security audit or a brand voice check, this skill provides the schema and logic needed to provide actionable feedback and maintainable evaluation systems.

Key Features

01Weighted scoring systems to prioritize critical criteria like security or performance

02Standardized YAML schema for rubric definition and reusability

03Support for deterministic pattern-based checks (regex) and nuanced LLM-custom checks

04Actionable feedback generation for immediate issue resolution

05Configurable pass/fail thresholds tailored to specific project contexts

060 GitHub stars

Use Cases

01Automating brand voice and style guide alignment for marketing content

02Standardizing code review processes for security and architectural compliance

03Designing quantitative evaluation frameworks for LLM-generated output quality

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add therealchrisrock/basho rubric-design

For use in Claude.ai and ChatGPT

Download Skill