Research & Learning

Get a plain-English breakdown of a complex system

When X open-sourced its recommendation algorithm, one person had Claude Code read it and write a plain-English explanation of each step.

Steps

  1. Point the AI at the source code.
  2. Ask for a step-by-step explanation.
  3. Check the key claims yourself.

Prompt you can copy

Read this code or document and explain each step in plain English for a non-programmer: [paste or repo]

Tools

  • Claude Code

For Developers, Individuals. Added .

Source

hn ·

Related use cases

Research & Learning

Organize a PDF library into a bibliography

A researcher had Claude Code make citation files for their PDFs, sort them by category, and import them into Zotero.

Caution. AI-made citations can be wrong; verify details.

Individuals, StudentsClaude Code

Research & Learning

Ask questions about a whole book

A reader uploaded entire books to Gemini and got accurate answers to questions that pulled from several chapters.

Caution. Only upload books you have rights to use.

Individuals, StudentsGemini