assessment-gen

Generate MCQs, coding questions, and rubrics from predefined YAML patterns.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/ludoplex/openclaw-deploy-template --skill assessment-gen
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: assessment-gen
Source: https://github.com/ludoplex/openclaw-deploy-template/tree/main/openclaw-deploy-template/agents/course/skills/assessment-gen
Command: npx skills add https://github.com/ludoplex/openclaw-deploy-template --skill assessment-gen

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Educators and content teams spend substantial time designing diverse, balanced assessment items and rubrics for exams, quizzes, and practice sets. This Skill provides structured patterns to generate MCQs, coding questions, and evaluation rubrics, reducing manual effort while improving consistency.

Core Features & Use Cases

  • MCQ Pattern: defines stems, options, correct answer, Bloom level, and objective alignment.
  • Coding Question Pattern: defines coding prompts, starter code, test cases, and rubric integration.
  • Rubric Guidance: standardized criteria and scoring distribution to ensure fair assessment.
  • Use Case: generate a 20-question bank for an introductory topic with a mix of MCQs and coding tasks, each with a rubric.

Quick Start

Generate a question bank for a topic you specify, including MCQs, coding questions, and rubrics.

Frequently Asked Questions about assessment-gen

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

FAQPage Schema
How do I generate a balanced question bank with mixed MCQs and coding questions?

Generate a balanced question bank by defining YAML patterns for MCQs and coding questions, specifying stems, options, starter code, and test cases to ensure diverse assessment items across topics and difficulty levels.

Can I automatically create evaluation rubrics for coding assessments?

Create evaluation rubrics for coding assessments using standardized rubric guidance integrated into coding question patterns, defining scoring criteria and distribution to ensure fair and consistent grading.

How do I map quiz questions to different Bloom taxonomy levels?

Map quiz questions to Bloom taxonomy levels by defining the Bloom level within the MCQ pattern, aligning each question stem and objective with the desired cognitive difficulty for consistent evaluation.

What is the best way to structure starter code and test cases for automated programming assessments?

Structure starter code and test cases for programming assessments using predefined coding question patterns in YAML, which integrate prompts and rubric definitions to standardize automated grading.

Do I need YAML patterns to generate assessment items and rubrics?

YAML patterns are required to generate assessment items and rubrics, providing the structured definitions needed for MCQ stems, coding prompts, test cases, and scoring criteria to maintain consistency.

Can I generate a mixed assessment set for introductory programming courses?

Generate a mixed assessment set for introductory programming courses by specifying a topic to produce a combined bank of MCQs and coding tasks, each with integrated rubrics and balanced difficulty levels.