AI code explanation sounds plausible? Check it against the source
Use Claude Code with code copies and generated explanations to prepare revised notes linked to source code through the test workflow below, then review it. Matching tools and permissions are required.
Execution environment and usage
AI / software
Claude Code
Where to operate
Claude Code in a terminal, opened in a separate test folder.
Getting started
- Follow the linked official setup guide; open a terminal in the test folder, run claude and sign in.
- Supply code copies and generated explanations and the prompt below. Confirm the scope before allowing necessary actions.
- Inspect the resulting revised notes linked to source code; record anything not run or not verified.
Setup and plan requirements
Requires access to Claude Code, authorized test data and a matching runtime; file writes and shell commands must stay within approved scope. Preparation: Provide an authorized code version, generated explanations and the behavior you need to understand.
Prompt portability limits
Adapt the wording to another coding assistant only after separately configuring files, runtime, test tools and integrations. Renaming the tool does not establish compatibility.
Usage limitations
Start by reading data and proposing changes; no automatic writes or commands are authorized. Approve the runtime and commands separately for subsequent tests.
Environment sources
- https://code.claude.com/docs/en/quickstart · 2026-10-19
適用情境 / When to use
Use Claude Code with code copies and generated explanations to prepare revised notes linked to source code through the test workflow below, then review it. Matching tools and permissions are required. The purpose was understanding existing and rewritten personal code.
步驟 / Steps
- Provide an authorized code version, generated explanations and the behavior you need to understand.
- Explain the important methods in your own words; mark statements you cannot justify from implementation or known tests.
- Compare your explanation with the code, correct misleading notes and record what you still need to learn.
提示詞 / Prompt
Review [generated explanation] against [authorized code/version] and [my own explanation of the behavior]. Identify statements I cannot yet justify, request a concrete example or source location, and distinguish incorrect notes from gaps in my understanding. Use [known test evidence] without claiming new execution. Produce a comprehension-check list and suggested note corrections, focusing on what I can explain and verify myself. Do not edit files, publish or invent research conclusions.
留意事項 / Cautions
- Comments and function names do not prove behavior.
- Documentation is not research validation.
來源限制 / Evidence limits
This does not establish fully correct explanations or reliable research conclusions.
流程說明 / Workflow note
These steps and prompts are original, untested exercises by this site, not the author’s verbatim workflow. Reported results do not guarantee exercise outcomes.
原始工具組合 / Original tool stack
Claude Code; personal project files
Source checked: 2026-10-20