assessment-generator

Generate tiered assessments across six cognitive levels from source content.

Updated Mar 7, 2026
One-click install
npx skills add https://github.com/Peleke/hunter --skill assessment-generator
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: assessment-generator
Source: https://github.com/Peleke/hunter/tree/main/skills/assessment-generator
Command: npx skills add https://github.com/Peleke/hunter --skill assessment-generator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill generates assessments that rigorously test whether a learner has truly understood concepts, moving beyond simple recall to evaluate prediction, application, and teaching abilities.

Core Features & Use Cases

  • Six-Tier Cognitive Testing: Questions map to Recall, Predict, Build, Break, Transfer, and Teach levels, aligning with the DO→NOTICE→CODE→NAME learning loop.
  • Adaptive Difficulty: Questions are calibrated across Low, Medium, and High difficulty within each tier.
  • Socratic Follow-ups: Generates targeted follow-up questions for incorrect answers to guide learners toward understanding.
  • Misconception Logging: Tracks common errors to inform future learning and assessment design.
  • Use Case: After a developer completes a tutorial on Unicode steganography, this Skill generates a comprehensive assessment to verify their grasp of the concepts, including their ability to identify vulnerabilities and explain the principles to others.

Quick Start

Use the assessment-generator skill to create a 15-question assessment for the 'technical-tutorial' output on Unicode steganography.

Frequently Asked Questions about assessment-generator

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

FAQPage Schema
How do I generate assessments that test cognitive levels beyond simple recall?

Generate tiered assessments that evaluate understanding across six cognitive levels, from recall to teaching, based on provided source content. This approach rigorously tests whether a learner has truly understood concepts by evaluating prediction, application, and teaching abilities.

What is the DO→NOTICE→CODE→NAME learning loop in pedagogy?

The DO→NOTICE→CODE→NAME loop is a pedagogical framework mapping to six cognitive testing tiers: Recall, Predict, Build, Break, Transfer, and Teach. It aligns conceptual understanding with progressive cognitive levels to calibrate assessment difficulty.

Can I use Socratic follow-ups to guide learners who give incorrect answers?

Yes, the assessment generator creates targeted Socratic follow-up questions for incorrect answers to guide learners toward understanding. It also logs common misconceptions to track errors and inform future learning and assessment design.

Does the generated assessment support diagnostic and certification evaluation types?

Yes, the assessment generator supports diagnostic, checkpoint, and certification assessment types. It calibrates question difficulty across Low, Medium, and High tiers within each cognitive level to comprehensively verify learner grasp of source content.

What's the best way to evaluate a learner's ability to teach technical concepts to others?

The best way is generating a six-tier cognitive assessment that includes a dedicated Teach level. This evaluates the learner's ability to explain principles and identify vulnerabilities, moving beyond recall to verify true conceptual mastery.