As a specialist educator – whether you’re in the gym, the music suite, the library, or the art studio – your role is uniquely complex. You often manage hundreds of students across every grade level, each with different needs, while balancing performance schedules, equipment inventory, and specialized curriculum that “general” resources often overlook.
In the past, finding a high-quality lesson on 18th-century portraiture or a basketball drill for 200 students required hours of digging through textbooks and blogs. Today, AI can act as your thought partner to handle the prep work of planning, differentiation, and administrative drafting so you can focus on the performance, the creation, and the movement.
The following list of prompts is designed specifically for the specialist areas. It’s not about replacing the human element. It’s about helping you build the structure that makes those human moments possible. Hopefully this list sparks your brain to think of other useful prompts!
(Note: Use the prompts below in any Large Language Model like Gemini, ChatGPT, or Claude. Replace the example content given with your specific needs.)
Art
- Critique Starters: Prompt: “Generate 10 sentence starters for a middle school art critique that focus specifically on the use of color theory and texture. Make the language encouraging but academic.”
- Safety & Prep Checklists: Prompt: “Create a 5-step student-friendly safety checklist for a 4th-grade class using linocut carving tools for the first time. Use bold headings and simple language.”
- Cross-Curricular Themes: Prompt: “Our 5th graders are studying Ancient Greece in Social Studies. Suggest 5 art projects that explore Greek pottery or architecture using only clay, cardboard, and paint.”
- Style Swaps: Prompt: “Describe the painting ‘The Starry Night’ by Van Gogh as if it were drawn in the style of a modern 1950s comic book. Focus on the use of line-weight and primary colors.”
- Virtual Field Trip Itineraries: Prompt: “Design a 20-minute ‘Virtual Tour’ itinerary of the Metropolitan Museum of Art’s Egyptian Wing for 2nd graders. Highlight 3 specific artifacts and provide a ‘Look for this’ question for each.”
- Art Assessment Rubrics: Prompt: “Create a 4-point rubric for an elementary ‘Self-Portrait’ unit. Use kid-friendly categories like ‘Taking My Time,’ ‘Using My Imagination,’ and ‘Following Directions.'”
Music
- Parody Song Lyrics: Prompt: “Write new lyrics to the tune of ‘Twinkle Twinkle Little Star’ that explain the lines and spaces of the treble clef for a 2nd-grade music class.”
- Instrument “Resume” Writing: Prompt: “Write a 150-word ‘Job Application’ from the perspective of a Cello applying to join a symphony orchestra. Highlight its range, tone, and historical importance.”
- Simplified Program Notes: Prompt: “Rewrite the history of Beethoven’s 5th Symphony into two sentences that a Kindergartener can understand for our winter concert program.”
- Composition Prompts: Prompt: “Provide 5 creative composition prompts for middle schoolers using Chrome Music Lab. Example: ‘Compose a 10-second melody that sounds like a cat walking across a piano.”
- Sub Plans for Non-Musicians: Prompt: “Create a sub plan for a 6th-grade ‘History of Rock’ class. Include 3 YouTube-searchable video topics and 5 discussion questions that a non-music teacher can facilitate.”
- Practice Goal Sheets: Prompt: “Create a ‘Weekly Practice Goal Sheet’ for a beginning flute student. Include checkboxes for posture, long tones, and a specific focus on the first three notes (B, A, G).”
Physical Education
- Social-Emotional Goal Setting: Prompt: “Generate a list of 5 ‘Sportsmanship Challenges’ for a middle school basketball unit (e.g., ‘High-five an opponent after a foul’ or ‘Acknowledge a teammate’s good pass’).”
- Instant Modification Guides: Prompt: “I am teaching Tag to a 3rd-grade class. One student uses a wheelchair. Suggest 3 ways to modify the game so everyone is included and safe.”
- Station Cards: Prompt: “I have cones, jump ropes, and hula hoops. Design 6 fitness stations for a ‘Ninja Warrior’ theme PE class for 1st graders. Keep instructions to 2 steps each.”
- Nutrition Analogies: Prompt: “Explain the difference between ‘Simple Sugars’ and ‘Complex Carbohydrates’ to a 10-year-old using the analogy of a campfire and a sparkler.”
- Conflict Resolution Scripts: Prompt: “Write a 3-step ‘Conflict Resolution Script’ that students can memorize and use when they disagree on a boundary call during a soccer game.”
- Movement Brain Breaks: Prompt: “Provide 5 ‘1-Minute Movement Breaks’ that a classroom teacher can lead at a student’s desk. Focus on crossing the midline and stretching the neck and shoulders.”
Library/Media
- AI Search Comparison: Prompt: “Create a worksheet for 7th graders where they compare a Google search result for ‘How do bees make honey?’ with a Gemini AI response. Include a ‘Reliability Check’ table.”
- Genre “Flavor Profiles”: Prompt: “Describe the ‘Dystopian’ and ‘Historical Fiction’ genres using food analogies that would make sense to a middle school student.”
- Shelf-Talker Templates: Prompt: “Write a 30-word ‘Shelf Talker’ blurb for the book ‘The Wild Robot’ that makes it sound like an action-packed survival movie for 4th graders.”
- Digital Citizenship Scenarios: Prompt: “Draft 3 short ‘What Would You Do?’ scenarios about Internet Privacy (like a friend asking for a password) for a 5th-grade library lesson.”
- Parent Reading Guides: Prompt: “Create a ‘Family Reading Guide’ for the book ‘Wonder’ by R.J. Palacio. Include 3 open-ended questions parents can ask to discuss empathy and kindness.”
- MakerSpace Challenges: Prompt: “Design a ‘MakerSpace Challenge’ tied to the book ‘The One and Only Ivan.’ Students must build a ‘Habitat of the Future’ using only recycled cardboard and tape.”
