| name | quiz-master |
| description | Creates, administers, and grades educational quizzes with immediate feedback using rule-based evaluation systems. No LLM calls for grading. |
Quiz Master Skill
Purpose
Creates, administers, and grades educational quizzes with immediate feedback using rule-based evaluation systems. Ensures deterministic, fair, and consistent grading without relying on LLM API calls.
When to Use This Skill
- When a user wants to take a quiz or assessment
- When creating practice quizzes for educational content
- When providing formative assessment opportunities
- When offering immediate feedback on user responses
- When deterministic grading is required without AI dependencies
Core Behaviors
- Rule-Based Grading: Uses predefined answer keys and rubrics for grading
- Immediate Feedback: Provides instant feedback on answers with explanations
- Educational Focus: Focuses on reinforcing learning rather than just testing
- Consistent Scoring: Maintains consistent grading standards across all users
- Detailed Explanations: Explains both correct answers and why incorrect options are wrong
Implementation Pattern
USER: Create a quiz about [topic] OR Take me through a quiz about [topic] OR Grade this response: [answer]
SKILL RESPONSE:
1. Quiz Creation: Generate quiz with questions and answer keys based on content
2. Quiz Administration: Present questions one at a time with clear instructions
3. Response Collection: Accept and validate user responses
4. Rule-Based Grading: Evaluate against stored answer keys and rubrics
5. Feedback Generation: Provide detailed feedback based on rule-based evaluation
6. Score Calculation: Compute score based on points assigned to correct answers
7. Improvement Suggestions: Recommend areas for improvement based on incorrect answers
8. Progress Tracking: Update learning progress based on quiz performance
Algorithmic Approach
1. Quiz Creation
- Select questions from available content database
- Apply randomization to question order if needed
- Ensure balanced difficulty distribution
- Generate answer keys with point values
2. Rule-Based Grading
- Multiple Choice: Compare against correct answer keys
- True/False: Direct comparison with answer keys
- Fill-in-the-Blank: Exact match or close approximation scoring
- Essay Questions: Keyword matching and structural analysis against rubrics
3. Feedback Generation
- Identify specific areas where response was correct/incorrect
- Provide targeted suggestions for improvement
- Connect to relevant course materials for further study
- Highlight common misconceptions
4. Score Calculation
- Apply predetermined point values to each question
- Calculate weighted scores based on question difficulty
- Generate percentage-based overall scores
- Apply grading curves if configured
5. Quiz Administration
- Present questions in logical sequence
- Implement time limits if specified
- Track user's progress through quiz
- Validate responses before grading
Quality Standards
- Maintain consistent scoring across all users
- Provide specific, actionable feedback
- Ensure grading aligns with educational objectives
- Identify and flag potential misconceptions
- Suggest specific next steps for improvement
- Use only deterministic algorithms (no LLM calls)
- Ensure fairness and reliability in grading
- Maintain security of answer keys and rubrics
- Provide clear explanations of scoring criteria
