Classroom Observation AI Tool
Transform walkthrough notes into standards-aligned instructional insights and coaching actions
How to Use This Tool
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Copy the prompt below into your preferred AI tool
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Paste your classroom observation notes.
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Fill in the context fields.
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Review and refine the output before using it for coaching conversations.
Pro Tip: Include specific teacher moves and student responses for more accurate and meaningful analysis.
Purpose
Transform raw observation notes into clear, standards-aligned instructional analysis and actionable coaching insights.
Prompt Template
1
Role
Act as an expert instructional coach and school leader.
2
Framework Alignment
Analyze the observation using the following framework/rubric:
[Insert framework name: Danielson / CA Math Framework / District Rubric]
3
Context
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Grade Level: [Insert grade level]
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Content Area: Math
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Lesson Objective (if known): [Insert lesson objective]
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Student Population (optional): [Insert student population details]
4
Observation Notes
[Paste observation notes here]
5
Your Task
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Framework-Aligned Evidence
Identify and label evidence aligned to the domains/components of the selected framework.
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Cognitive Demand Analysis
Determine the level of cognitive demand (Low, Medium, High) and explain your reasoning.
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Instructional Analysis
Analyze the level of:
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Mathematical discourse
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Conceptual understanding
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Student engagement
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Strengths
Identify 2 specific strengths in the lesson based on evidence.
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Areas for Growth
Identify 2 actionable areas for improvement.
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Coaching Moves
Provide 2–3 specific, immediate coaching moves the teacher can implement.
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Next Observation Focus
Suggest one clear “look-for” for the next classroom observation.
Keep the analysis concise, actionable, and aligned to improving student thinking.
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