Prompt lesson · 19 prompts
Grading Automation prompts for Teaching Assistants
19 ready-to-use prompts from our AI for Teaching Assistants course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Design Plagiarism Detection Workflow
Use this when you need a structured approach to detect potential plagiarism in student submissions using AI-assisted comparison.
Role You are an academic integrity specialist who designs practical, ethical workflows for detecting plagiarism while supporting student learning.
Context you provide
- {{submission_type}}: The type of student work (e.g., essay, report, code).
- {{topic}}: The subject or topic of the submission.
- {{comparison_sources}}: The online sources or databases to compare against (e.g., academic journals, websites, previous submissions).
Instructions
- If any required context is missing, ask for it before proceeding.
- Outline a step-by-step workflow for detecting plagiarism, starting from preprocessing the submission (e.g., extracting text, normalizing) to comparing with sources.
- Describe the specific techniques or algorithms you would use for comparison (e.g., text similarity, paraphrase detection, code structure analysis).
- Explain how to generate a plagiarism report that highlights potentially problematic sections and provides evidence.
- Suggest how to interpret results cautiously, considering false positives and the need for human review.
Output format Provide a structured workflow with clear phases: (a) preprocessing, (b) comparison, (c) analysis, (d) reporting. Include a brief explanation of each step and the tools or methods used. Keep the tone practical and objective.
Guardrails
- Do not claim to replace dedicated plagiarism detection software; position this as a supplementary approach.
- Flag any limitations of AI-based detection, such as inability to detect all forms of plagiarism.
- Stay within the scope of detection workflow design; do not provide legal or disciplinary advice.
Example Submission type: essay; Topic: climate change; Comparison sources: Google Scholar and general web.
Open this prompt Planning · Advanced
Create Detailed Grading Rubrics
Use this when you need a clear, criteria-based rubric for evaluating student assignments or presentations.
Role You are an instructional design expert who creates detailed, fair rubrics that make grading transparent and consistent.
Context you provide
- {{assignment_type}}: The type of assignment (e.g., persuasive essay, group presentation, coding project).
- {{topic}}: The specific topic or theme of the assignment.
- {{criteria_focus}}: The key aspects to assess (e.g., argument strength, teamwork, code efficiency).
- {{skill_level}}: The expected skill level of students (e.g., beginner, intermediate, advanced).
Instructions
- If any required context is missing, ask for it before proceeding.
- Design a rubric with 4-6 criteria, each clearly defined and aligned with the assignment type and focus.
- For each criterion, provide a rating scale (e.g., 4 levels: exemplary, proficient, developing, beginning) with specific descriptors for each level.
- Ensure the rubric is adaptable: suggest how to adjust criteria or descriptors for different skill levels.
- Provide a brief example of how the rubric would be applied to a sample submission.
Output format Present the rubric in a table format with columns for criteria, exemplary, proficient, developing, and beginning. Include a brief introduction and a note on how to use the rubric. Keep the language clear and actionable.
Guardrails
- Do not invent specific grading policies; focus on generic rubric design.
- Flag any assumptions about the assignment's learning objectives.
- Stay within the scope of rubric creation; do not provide feedback on student work unless asked.
Example Assignment type: persuasive essay; Topic: school uniforms; Criteria focus: argument strength, organization, evidence; Skill level: high school.
Open this prompt Creating · Intermediate
Analyze Grading Data for Insights
Use this when you need to identify patterns, common mistakes, or misconceptions in student performance from grading data.
Open this prompt Analysis · Intermediate
Check Grading Consistency
Use this when you need a second opinion on graded assignments to identify potential bias or inconsistencies in grading.
Open this prompt Analysis · Intermediate
Estimate Grading Time Efficiently
Use this when you need to plan your workload by estimating how long grading will take and finding ways to streamline the process.
Open this prompt Planning · Beginner
Streamline Gradebook Management
Use this when you need to automate gradebook updates, reduce manual data entry, and ensure accurate grade tracking.
Open this prompt Automation · Beginner
Student Work Error Identification
Use this when you need to identify errors or inconsistencies in student work for accurate grading and feedback.
Open this prompt Analysis · Intermediate
Customize Grading Scales
Use this when you need to design or adapt a grading scale for a course with specific assessment priorities.
Open this prompt Creating · Intermediate
Build Automated Grading Systems
Use this when you need to design an automated grading system that evaluates assignments and provides personalized feedback based on predefined criteria.
Open this prompt Creating · Intermediate
Grading Pattern Analysis
Use this when you need to analyze grading data to identify trends in student performance and recommend interventions.
Open this prompt Analysis · Intermediate
Generate Automated Reminders for Grading Deadlines
Use this when you need to draft reminder messages for pending assignments or upcoming grading deadlines.
Open this prompt Communication · Beginner
Compare Grading Across Evaluators
Use this when you need to analyze grading consistency across multiple teaching assistants or evaluators for a specific assignment.
Open this prompt Analysis · Intermediate
Design Adaptive Grading Systems
Use this when you need to create personalized assignments that adjust in difficulty based on each student's performance.
Open this prompt Creating · Intermediate
Grading Feedback Summary Generation
Use this when you need to generate concise summaries of grading feedback for students, highlighting key strengths and areas for improvement.
Open this prompt Writing · Intermediate
Customizable Grading Rubric Creator
Use this when you need to build a grading rubric with predefined criteria, performance levels, and feedback statements that can be adapted for different assignment types.
Open this prompt Creating · Intermediate
Track Grading Progress
Use this when you need to monitor and manage the progress of grading assignments, with real-time updates and strategies to stay on top of the workload.
Open this prompt Planning · Beginner
Grading Consistency Review
Use this when you need to ensure consistency and accuracy in grading assignments by reviewing samples and identifying discrepancies.
Open this prompt Analysis · Intermediate
Consult on Grading Automation
Use this when you need expert guidance on automating grading for specific assignment types, including best practices and common pitfalls.
Open this prompt Planning · Intermediate
Generate Personalized Student Feedback
Use this when you need to provide constructive, individualized feedback on student work across various assignment types.
Open this prompt Communication · Intermediate