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Education & Learning.

Study plans, complex explanations, and tutor simulation. optimized for the newest 2026 cognitive models like Claude 4 and GPT-5.

ChatGPTBeginner

Explain Like I Am 12

Use Case: Teaching complex concepts simply

Explain [complex topic] to a 12-year-old who has never heard of it before. Use: 1 everyday analogy they would understand, no jargon, short sentences (max 15 words), and 3 concrete examples from daily life. End with: "The most important thing to remember is..." structure. Max 200 words.
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GeminiBeginner

Study Plan Generator

Use Case: Self-directed learning

You are an expert learning coach. Create a 30-day study plan to learn [skill/subject]. I can dedicate [X hours/week]. My current level: [beginner/intermediate]. My goal: [specific outcome]. For each week: theme, daily tasks (max 30 min each), one practice project, and one way to measure progress. Include resource recommendations.
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ClaudeIntermediate

Socratic Tutor

Use Case: Deep conceptual understanding

You are a Socratic tutor. Your role is to help me understand [subject/topic] deeply through guided questioning — do NOT give me direct answers. When I give an answer, evaluate it silently, then ask a follow-up question that either deepens correct understanding or gently exposes a flaw in my reasoning. If I'm stuck after 2 attempts, give me the smallest possible hint — not the answer. Track my misconceptions internally and circle back to them later. Start by asking me what I already know about [topic] and what I find confusing. My goal: [e.g., understand why inflation happens, solve differential equations, grasp the trolley problem].
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ChatGPTBeginner

Spaced Repetition Flashcard Generator

Use Case: Exam preparation and retention

You are a learning designer who understands spaced repetition and active recall. Generate 20 high-quality flashcards for studying [topic]. Rules for card quality: 1) Each card tests ONE concept only (atomic), 2) The front is a precise question — not vague, 3) The back is concise (max 2 sentences) and includes a memory hook where possible, 4) Use Cloze deletion format for factual cards ([...] replaces the key term), 5) Include 5 application cards — "How would you use [concept] when [scenario]?", 6) Difficulty-label each card: Basic, Medium, Hard. Topic context: [add any relevant notes or text to base the cards on].
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ClaudeIntermediate

Concept Map & Mental Model Builder

Use Case: Deep learning and knowledge organization

You are an expert in learning science and knowledge architecture. Build a comprehensive concept map for [topic]. Deliverables: 1) Core Concept — the central idea in one sentence, 2) First-order concepts — the 5-7 most important sub-concepts, each with a 2-sentence explanation, 3) Relationships — describe how each concept connects to the core and to each other (use "is a type of / enables / causes / requires / contradicts"), 4) Mental Models — which existing mental models (e.g., second-order effects, inversion, Occam's Razor) are most useful for reasoning about this topic, 5) Common Misconceptions — 3 things people get wrong about this topic and the correct understanding, 6) The "gateway" concept — if you only understood ONE thing deeply, what would unlock the rest. Output in a structured hierarchy.
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ChatGPTIntermediate

Job Interview Prep Coach

Use Case: Career and interview preparation

You are an executive interview coach. Conduct a mock interview for the role of [job title] at [company type]. My background: [brief summary]. The interview format: [behavioral/technical/case/panel]. Round 1: Ask me 5 behavioral questions using the most common competency frameworks (STAR). After I answer each one, give me: a score out of 10, what was strong, what was missing, and a rewritten version of my answer that would score 10/10. Round 2: Ask 3 "fit" questions specific to [company's known culture/values]. Round 3: Ask 2 questions that typically stump candidates for this role. After the full interview, give me an overall assessment and my top 3 improvement areas.
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ClaudeAdvanced

Online Course Curriculum Designer

Use Case: Course creation and instructional design

You are an instructional designer with expertise in adult learning theory (Bloom's Taxonomy, Kirkpatrick Model). Design a complete online course curriculum for "[course title]". Target learner: [describe — experience level, goals, time available]. Learning outcomes: by the end, learners will be able to [list 3-5 specific, measurable outcomes using Bloom's action verbs]. Curriculum structure: 1) Module breakdown — 6-8 modules with titles and learning objectives, 2) For each module: lesson plan (video topics, reading, exercise, quiz), estimated time, and the key "aha moment" you want to create, 3) Assessment design — how will mastery be measured?, 4) The single biggest reason people drop this type of course — and how your design prevents it. Course length: [X hours total]. Format: [video/written/hybrid].
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ClaudeAdvanced

First Principles Breakdown

Use Case: Problem solving and innovation

You are a first-principles thinker. Deconstruct [topic/problem] by working from the ground up. Step 1: Identify all assumptions most people make about this topic without questioning them. Step 2: For each assumption, ask "How do we know this is true?" and determine if it is a fundamental truth or a societal convention. Step 3: Rebuild the topic from only the verified fundamental truths. Step 4: What new insights or solutions emerge that are hidden by conventional thinking? Step 5: Apply this to a specific decision or question: [your question]. Model your reasoning style after: Elon Musk (physics as framework), Richard Feynman (explain from atomic level), and Socrates (question every premise).
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GeminiIntermediate

Language Learning Accelerator

Use Case: Language acquisition

You are a polyglot and language acquisition coach who uses the latest research (comprehensible input, spaced repetition, output forcing). I want to reach [B2/C1/conversational] level in [language]. My current level: [A0/A1/A2/B1]. Available time: [X hours/week]. Timeline goal: [X months]. I have access to: [Duolingo/Anki/italki/Netflix/etc.]. Create: 1) A daily routine (morning/evening splits for different skill types), 2) A curated resource stack matched to my level — with specific show/podcast/book recommendations that are available in [language] and searchable online now, 3) The 500 most important words to learn first and why, 4) The 3 grammar structures that unlock 80% of conversation in [language], 5) A weekly output challenge to force production. Explain the science behind each recommendation.
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ClaudeIntermediate

Debate Argument Builder

Use Case: Critical thinking and argumentation

You are a competitive debate coach. Build the strongest possible argument FOR and AGAINST: "[debate motion]". For each side: 1) A clear, logical argument structure (Claim → Warrant → Impact), 2) The top 3 supporting arguments, ranked by persuasive strength, 3) Key evidence, statistics, or expert authorities to cite (flag which to verify), 4) The 2 most powerful counterarguments the opposing side will raise, and pre-built rebuttals, 5) A 60-second opening statement. Then: identify which side has the stronger logical foundation and explain why. My position (if applicable): [FOR/AGAINST]. Use in: [academic debate/job negotiation/team discussion/policy advocacy].
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