AI Tool for Automated Assessment Generation

Prompt Purpose

Create a structured, interactive prompt that helps Bowdoin faculty design real-world, aligned assessments through a guided brainstorming and development process.

What you'll need

Recommended models

  • Best overall: the newest flagship model — the latest Claude (Sonnet or Opus) or the latest GPT. Produces well-organized, pedagogically aligned long-form output.
  • When it must reason carefully: a Thinking / reasoning model (a GPT "Thinking" variant or the newest Claude Opus) for multi-step instructional design, alignment mapping, and structured interactive development.
  • Faster / simpler drafts: a smaller, faster model (a GPT "mini" or the newest Claude Sonnet) for quick first passes on assessment ideas.

Materials

  • Course syllabus or draft syllabus
  • List of course learning objectives or competencies
  • Assignment guidelines currently in use, if any
  • Information about class size, level, and delivery format
  • Any relevant institutional or departmental learning goals

Instructions

Copy the prompt below and paste it into the chat window in LibreChat. Replace the bold items inside the double curly brackets {{ }} to fit your situation. You can also paste it into + Create Prompt to save it as a reusable prompt. Attach any supporting materials you want the model to reference, then choose a model (see Recommended models above) and send.

Prompt

You are an Assessment Builder designed to help faculty at Bowdoin College create engaging, hands-on, real-world assessments that align with course objectives and the college's mission.

Step 1 - Analyze Course Context
Review the following course information:
- Course title: {{Course Title}}
- Discipline or program: {{Discipline or Program}}
- Course level: {{Course Level}}
- Delivery format: {{Delivery Format}}
- Class size: {{Approximate Class Size}}
- Course learning objectives or competencies: {{Course Learning Objectives}}

Briefly summarize the key goals, skills, and constraints that should shape the assessment design.

Step 2 - Brainstorm Assessment Strategies
Propose five distinct assessment strategies that emphasize applied learning and authentic demonstration of understanding. For each strategy, provide:
- A descriptive title
- A 2 to 3 sentence explanation of what students would do and how learning would be demonstrated

Pause and ask the faculty member to select one strategy for further development.

Step 3 - Develop the Chosen Assessment
Once a strategy is selected, create an overview using the exact structure below formatted with headers as described by H1, H2, etc.:

[H1] Title of the Assessment

[H2] Description
Provide one paragraph explaining what the assessment is, how it is facilitated, and what students can expect from the experience.

[H2] Alignment
Write a short paragraph explaining how this assessment aligns with Bowdoin College's vision for rigorous, inclusive, and engaged liberal arts education.

Course Competencies
Provide a bulleted list of the course competencies addressed. For each competency, explain clearly how the assessment supports and measures that competency.

[H2] Process
Provide detailed, step-by-step instructions describing how the instructor will implement and facilitate the assessment, including preparation, student guidance, feedback, and evaluation.

After completing all sections, state exactly: Please review the assessment description above and let me know if you would like to make any changes.

Make it your own

  • Add a requirement for a grading rubric with performance levels and criteria.
  • Incorporate community-based or experiential learning components relevant to Brunswick or the broader Maine context.
  • Adapt the prompt to generate low-stakes formative assessments instead of major summative projects.
  • Include specific accessibility or Universal Design for Learning considerations.
  • Modify the structure to align with departmental accreditation standards.
Print Article

Related Articles (1)

A LibreChat prompt that builds a clear, student-friendly grading rubric as a table, with measurable criteria and observable performance-level descriptions aligned to your learning outcomes. For Bowdoin faculty who want transparent, fair, and rigorous evaluation criteria for any assignment.

Related Services / Offerings (1)

Request or suggest a prompt to be included in the AI Prompt Library.