# Turn a technical document into theory notes and MATLAB code

Section-by-section explanations of the theory in a paper or chapter, with clear MATLAB code that implements each part.

- Topic: Learning & Teaching
- Framework: Few-Shot
- Level: Advanced
- Tags: Coding, Explain & Teach, Code, Fill-in Template
- Source: https://www.thinkwithprompt.com/prompts/turn-a-technical-document-into-theory-notes-and-matlab-code

## Prompt

```text
Help me understand a technical document and implement it in MATLAB, one section at a time.

**Document:** [PASTE THE TEXT or describe the paper/chapter and its sections]
**My level:** [e.g. "second-year electrical engineering student", "comfortable with linear algebra, new to DSP"]
**MATLAB version and toolboxes I have:** [e.g. "R2024a, Signal Processing Toolbox" / "base MATLAB only"]
**What I need it for:** [coursework / lab report / reproducing results / my own learning]

For each section of the document:
1. **Theory in plain words:** what the section is doing and why, the key equations with every symbol defined, and any assumptions.
2. **MATLAB code:** a short, runnable script or function that implements the section. Use clear variable names that match the document's notation, comment each step, and avoid toolbox functions I don't have (or show a base-MATLAB alternative).
3. **Code walkthrough:** how each block maps to the equations, what the output should look like, and a quick sanity check (a known input with a known answer, a plot, or a dimension check).
4. **Common mistakes:** indexing (MATLAB starts at 1), element-wise vs. matrix operators (.* vs *), units, and sign conventions.

Rules:
- If the document is ambiguous or skips a step, say so and state the assumption you made.
- Do not invent parameter values or results; mark anything I must supply as [ADD VALUE].
- Keep the code simple enough for me to explain it myself.

End with a list of the sections in order, what each script produces, and how to run them together.
```

## What to fill in

- PASTE THE TEXT or describe the paper/chapter and its sections
- e.g. "R2024a, Signal Processing Toolbox" / "base MATLAB only"
- ADD VALUE

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