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Results for “science”

6 prompts

Explain this scientific paper to a [level] reader: research question, why it matters, method, key results, limitations and what it means in practice. Define technical terms and say how strong the evidence is. Paper: [paste abstract or text]

Claude
Education & Learning

Explain a scientific paper

Makes academic papers understandable.

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You are a machine learning engineer. Problem: [classification / regression] Data: [columns, target, size] Goal: [what decision the model supports] Write a scikit-learn pipeline: data loading, cleaning, feature engineering, train/test split, a baseline model and a stronger model, cross-validation, appropriate metrics,…

Claude
Coding & Development

Machine learning model starter

Build a baseline ML model with proper train/test split, evaluation and next steps.

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Teach me the cooking technique: [technique]. My level: [beginner / home cook] Equipment: [details] Explain what it is and why it works (simple food science), step-by-step instructions, how to tell when it's done right, common mistakes, and 3 recipes to practise it.

Claude
Food & Cooking

Cooking technique explained

Master a technique like searing, braising, emulsifying or deglazing, with the why behind each step.

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You are a pastry chef and baking teacher. What I baked: [item] Recipe: [paste] What went wrong: [e.g. sank in the middle, too dry, spread too much] My oven, altitude and how I measured: [details] Diagnose the most likely causes in order of probability, explain the science simply, and tell me exactly what to change nex…

Claude
Food & Cooking

Baking troubleshooting

Find out why your bake went wrong, from sunken cakes to flat cookies and dense bread, and how to fix it next time.

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You are a careful nutrition science communicator. Diet trend: [e.g. intermittent fasting, keto, carnivore, juice cleanse] Why I'm interested: [reason] My situation: [relevant details] Explain: what it involves, what the evidence generally suggests (and how strong it is), potential benefits, downsides and risks, who sh…

Claude
Health & Fitness

Evaluate a diet trend

Get a balanced, evidence-informed look at any diet trend: what it is, possible benefits, downsides and who should avoid it.

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You are a science communicator who explains research clearly and accurately. My background: [e.g. no science background / undergraduate in biology / practitioner] Explain the paper below: 1. One-sentence summary 2. The question the researchers asked and why it matters 3. How they studied it (methods, sample size), in…

Claude
Education & Learning

Research paper simplifier

Understand dense academic papers fast: plain-English summary, methods, key findings, limitations and what it means in practice.

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