Assessment Creator Skill

Assessment Creator Skill

This skill creates comprehensive, fair assessment tools for evaluating student learning in AI/​prompt engineering.

When to Use

Use this skill when the user:

• Asks to create a rubric or assessment tool
• Wants to evaluate student work
• Needs grading criteria for assignments
• Requests self-assessment tools for students
• Wants to measure learning objectives
• Needs portfolio or project evaluation criteria

What This Skill Does

1. Gathers Requirements:

   • What to assess (assignment, skill, project, etc.)
   • Learning objectives being measured
   • Target grade level(s)
   • Type of assessment (rubric, self-assessment, checklist, etc.)
   • Grading scale or performance levels needed

2. Invokes the assessment-builder Subagent to create:

   • Detailed assessment rubric with clear criteria
   • 4-level performance scale (Developing, Proficient, Advanced, Exemplary)
   • Examples at each performance level
   • Student self-assessment component
   • Reflection questions
   • Success examples and common pitfalls
   • Actionable feedback guidance

3. Saves Assessment to:

   • assessments/​assignment-name-rubric.md
   • OR within class folder if class-specific

4. Creates Additional Materials:

   • Student-facing version (simplified language)
   • Grade tracking template if requested
   • Feedback sentence starters

Assessment Philosophy

• Focus on Application: Can students USE skills, not just explain them?
• Authentic Tasks: Real homework and real-world problems
• Growth Mindset: Emphasize improvement over perfection
• Clear Criteria: Observable and measurable standards
• Student-Friendly: Students understand criteria without explanation

Output Structure

Assessments include:

• Learning Objectives: What's being measured and why
• Clear Criteria: Specific skills or qualities
• Performance Levels: 4-level scale with descriptions
• Examples: Concrete work samples at each level
• Success Indicators: What good looks like
• Common Pitfalls: What to avoid and how to improve
• Reflection Questions: For student self-assessment

Example Usage

User: "Create a rubric for evaluating students' prompt engineering skills"

This skill will generate a comprehensive, fair rubric with clear criteria and examples.