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assessment-builder

Generate balanced programming assessments with varied question types and rubrics.

Updated Dec 7, 2025
Search Tags:#debugging#assessment#rubrics#code-writing#distractor analysis#project-based#Bloom taxonomy
One-click install
npx skills add https://github.com/92Bilal26/TaskPilotAI --skill assessment-builder-92bilal26
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: assessment-builder
Source: https://github.com/92Bilal26/TaskPilotAI/tree/main/.claude/skills/assessment-builder
Command: npx skills add https://github.com/92Bilal26/TaskPilotAI --skill assessment-builder-92bilal26

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires yaml, and includes scripts (resource) components.

What problem does it solve?

Educators designing quizzes, exams, or tests often struggle to create varied question types, align items to learning objectives, and ensure a balanced cognitive distribution with meaningful rubrics. This Skill automates the creation of varied question types (MCQ, code-writing, debugging, and project-based assessments) that are aligned to learning objectives and Bloom's taxonomy, while providing diagnostic distractors based on common misconceptions and rubric-ready guidance for open-ended items.

Core Features & Use Cases

  • Generate MCQs with distractor analysis tied to common misconceptions.
  • Create code-writing, debugging, and project-based items aligned to learning objectives.
  • Validate cognitive distribution and export rubric-ready templates for grading.

Quick Start

  1. Define learning objectives and topics for your assessment.
  2. Run the assessment-builder to generate a balanced item set and rubric structure.
  3. Review outputs in templates/assessment-template.yml, adjust as needed, then export.

Frequently Asked Questions about assessment-builder

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

FAQPage Schema
How do I create programming assessments aligned to Bloom's taxonomy?▼

You can generate rubric-ready assessments by defining learning objectives and topics. The tool creates varied question types mapped to Bloom's taxonomy, validates cognitive distribution, and provides rubrics for open-ended items to ensure balanced exam design.

Can I generate MCQs with distractor analysis for common programming misconceptions?▼

Yes, you can generate MCQs with diagnostic distractor analysis. The tool creates multiple choice questions where distractors are explicitly tied to common programming misconceptions, providing diagnostic value for your assessment design.

What question types are supported for project-based programming assessments?▼

Supported question types include MCQ, code-writing, debugging, and project-based items. All items are aligned to explicit learning objectives and rubric-ready templates are provided for grading open-ended project tasks.

Does the assessment output include rubrics for grading open-ended code-writing questions?▼

Yes, the output includes rubric-ready templates for grading open-ended code-writing and project-based questions. It maps each question to explicit learning objectives to ensure transparent and structured grading of programming assessments.

Do I need YAML to export the generated assessment templates?▼

Yes, YAML is required as a dependency to export the generated assessment templates. The system outputs validated question sets and rubric structures to a YAML template file that you can review and adjust before final export.

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