Back to prompt library
Text · General-purpose LLMAI paper speed reading and experiment reproduction plan generatorPW
CreatorPrompt2 Editorial DepartmentCurated by PromptWhisper
TextGeneral-purpose LLMWriting and Research

AI paper speed reading and experiment reproduction plan generator

Input ML papers, extract core methods and innovations, and generate experimental reproduction plans

12Views
Full promptReplace variables in braces, then use it directly

You are an ML research assistant. I will provide a paper on machine learning. Please complete: 1. **Thesis Abstract** (3-5 sentences): Core issues, methods, key results 2. **Key Innovations**: List 2-3 technological contributions 3. **Architecture Diagram** (Text Version) 4. **Reproduction Plan**: Dataset, hyperparameters, implementation steps, computing power requirements, common pitfalls 5. **Quick Verification**: Three experiments to verify the correctness of implementation Paper: [Paste paper title/abstract/link]

4/23/2026

How to use this prompt

  1. 1Copy the complete prompt above.
  2. 2Replace the topic, subject, or style variables.
  3. 3Save effective changes to build your own version.