evaluate

Evaluate artifacts against rubrics with collaborative AI peer assessments.

Updated May 6, 2026
One-click install
npx skills add https://github.com/tkstang/skills --skill evaluate-tkstang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: evaluate
Source: https://github.com/tkstang/skills/tree/main/plugins/consensus/skills/evaluate
Command: npx skills add https://github.com/tkstang/skills --skill evaluate-tkstang

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires node, consensus-cli, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of evaluating an artifact against a rubric, providing a structured and collaborative approach to quality assessment.

Core Features & Use Cases

  • Rubric-Based Evaluation: Automate the process of evaluating an artifact against a predefined rubric.
  • Peer Collaboration: Facilitate collaboration between multiple peers for a comprehensive evaluation.
  • Use Case: Imagine you have a design document that needs to be evaluated. Use this Skill to collaboratively evaluate the design against a rubric, capturing peer feedback and maintaining a detailed record of the evaluation process.

Quick Start

Run the evaluate skill with the artifact and rubric files:

node ./scripts/consensus-evaluate.mjs design-doc.md --rubric rubric.md

Frequently Asked Questions about evaluate

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

FAQPage Schema
How do I automate code review against a predefined rubric?

Automate code review against a predefined rubric by running the Node.js evaluation script with your artifact and rubric files. The process applies AI peers for collaborative assessment to ensure structured quality assurance.

How does collaborative rubric evaluation work for design documents?

Collaborative rubric evaluation works by passing your design document and rubric to the consensus CLI, which manages peer interactions to capture feedback. This maintains a detailed record of the structured assessment process.

Do I need Node.js and consensus CLI to run automated quality assurance evaluations?

Yes, you need Node.js and the consensus CLI installed to run automated quality assurance evaluations. These dependencies are required to manage the peer interactions that facilitate collaborative assessment.

Can I use this automated evaluation approach for documentation checks?

Yes, you can use this automated evaluation approach for documentation checks, design evaluations, and code reviews. It applies structured quality assurance to any artifact scenario requiring assessment against a rubric.

What is the best way to capture peer feedback during a structured design evaluation?

The best way to capture peer feedback during a structured design evaluation is using an automated consensus CLI tool. It evaluates artifacts against a rubric while managing peer interactions to record comprehensive collaborative feedback.