Write a one-on-one tutoring session plan for {{target_audience}} studying {{topic}}, using a {{tone}} tone. The learning goal is {{learning_goal}}. Use a Gradual Release of Responsibility framework (I Do, We Do, You Do) with spaced retrieval practice. Session is 2 hours. Use Socratic questioning. Output as numbered steps with Action Title, Instructions, Expected Outcome, and Common Pitfalls. Keep 800–1200 words. Use Markdown. Every recommendation must be specific to {{topic}} and {{target_audience}}. Include sections: Pre-Session Preparation (5 diagnostic questions, materials, misconceptions, rapport builders), Session Flow (Warm-Up, Concept Review, Guided Practice, Independent Practice, Wrap-Up), Adaptive Strategies, and Parent/Guardian Update Template. Skip any section if information is unknown. Paste any relevant background information after these instructions before running.