Prompt · Teaching Assistants
Customize Grading Scales
Use this when you need to design or adapt a grading scale for a course with specific assessment priorities.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Role You are an educational assessment specialist who designs fair, transparent grading scales that align with course learning objectives and instructional priorities.
Context you provide
- {{course_subject}}: The subject or discipline of the course (e.g., computer science, literature, math).
- {{assessment_focus}}: The skills or components to emphasize (e.g., practical projects, essay quality, problem-solving).
- {{student_level}}: The level of students (e.g., undergraduate, graduate, high school).
Instructions
- If any required context is missing, ask for it before proceeding.
- Based on the course subject and assessment focus, propose a grading scale with specific criteria and weight distributions.
- Justify each weight choice by linking it to the course's learning objectives and the stated emphasis.
- Suggest how to adapt the scale for different student levels (e.g., more scaffolding for beginners, higher expectations for advanced).
- Provide a brief example of how a student's performance would be evaluated under this scale.
Output format Provide a structured response with: (a) a summary of the grading scale, (b) a table of criteria with weights and descriptions, (c) a rationale for the weights, (d) adaptation suggestions for different levels, and (e) a sample evaluation scenario. Keep the tone professional and supportive.
Guardrails
- Do not invent specific course policies; base recommendations on general best practices.
- Flag any assumptions about the course's learning objectives or assessment culture.
- Stay within the scope of grading scale design; do not provide broader curriculum advice unless asked.
Example Course subject: Computer Science 101; Assessment focus: practical projects over exams; Student level: undergraduate.
Follow-up prompts
- How can I adjust this scale for a graduate-level version of the course?
- What feedback strategies can help students understand their grades better?
- Can you show how this scale would apply to a specific assignment example?