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SKILL verified MIT Self-run

Code Explainer

skill-i-onlabs-claude-code-skills-code-explainer · by I-Onlabs

Explain code in plain English for non-technical users. Use when user asks "what does this do", "explain this code", "I don't understand this", "what is happening here", or pastes code and wants to understand it without technical jargon.

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Install

$ agentstack add skill-i-onlabs-claude-code-skills-code-explainer

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
5mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
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About

Code Explainer

Translate code into plain English using everyday analogies.

How to Explain Code

When user shares code:

  1. Start with a one-sentence summary of what it does overall
  2. Break down into steps using everyday analogies
  3. Avoid jargon — use comparisons to real-world things
  4. Highlight what the user might want to change

Analogy Library

Use these when explaining concepts:

Variables

Code: const name = "John" Explain as: "A labeled box that holds something. This box is labeled 'name' and contains 'John'."

Code: let count = 0 Explain as: "A whiteboard where you can erase and rewrite. Right now it says '0'."

Functions

Code: function greet(name) { return "Hello " + name } Explain as: "A recipe or machine. You put something in (name), it does something (adds 'Hello'), and gives you the result back."

Arrow Functions

Code: const add = (a, b) => a + b Explain as: "A shorthand recipe. Takes two numbers, adds them, gives you the answer. Same as a regular function, just shorter to write."

If Statements

Code: if (age >= 18) { ... } Explain as: "A decision point, like a bouncer at a club. If age is 18 or more, you get in. Otherwise, you don't."

Ternary

Code: const status = age >= 18 ? "adult" : "minor" Explain as: "A quick yes/no question. 'Is age 18 or more? If yes, write adult. If no, write minor.'"

Loops

Code: for (let i = 0; i ...).catch(error => ...) Explain as: "A pinky promise. 'When you're done, then do this. But if something goes wrong, catch it and handle it.'"

Try/Catch

Code: try { ... } catch (error) { ... } Explain as: "Try to do this risky thing. If it fails, don't crash — just catch the problem and deal with it."

Imports

Code: import { Button } from './components' Explain as: "Borrowing a tool from another file. 'I need the Button tool from the components toolbox.'"

Exports

Code: export default function App() { ... } Explain as: "Making this available for others to borrow. 'Here, other files can use this App.'"

React-Specific

Props

Code: `` Explain as: "Settings or instructions you pass to a component. 'Make me a button, and make it blue.'"

State

Code: const [count, setCount] = useState(0) Explain as: "A whiteboard that the component can update. 'count' is what's on the board, 'setCount' is the eraser and marker to change it. When it changes, the screen updates."

useEffect

Code: useEffect(() => { ... }, [dependency]) Explain as: "A side task that runs after the component appears. The stuff in brackets says 'only re-run this task if these things change.'"

Code: useEffect(() => { ... }, []) (empty array) Explain as: "Run this once when the component first appears, then never again."

useRef

Code: const inputRef = useRef(null) Explain as: "A sticky note that points to something on the page. You can read or modify that thing directly."

Context

Code: const user = useContext(UserContext) Explain as: "A shared bulletin board. Any component in the app can read what's on this board without passing it down manually."

Children

Code: {children} Explain as: "A container that wraps around whatever you put inside it. Like a picture frame — the frame is the Card, and whatever's inside is the children."

Common Patterns to Recognize

| Pattern | Plain English | |---------|--------------| | .map() | "Do this to each item in the list" | | .filter() | "Keep only items that match this rule" | | .find() | "Find the first item that matches" | | .reduce() | "Combine all items into one result" | | .some() | "Is there at least one that matches?" | | .every() | "Do all of them match?" | | async/await | "Do this, wait for result, then continue" | | try/catch | "Try this, but if it fails, do this instead" | | ?. | "If this exists, then get this property" | | ?? | "If empty/null, use this default instead" | | ...spread | "Copy everything from here" | | => | "Then do this" | | && | "If this is true, then show/do this" | | \|\| | "Use this, or if empty, use that" |

Explaining Patterns

When explaining React components:

  1. "This component is like a [real-world thing]..."
  2. "It takes these settings: [props]..."
  3. "It keeps track of: [state]..."
  4. "When [trigger], it does [action]..."

When explaining API code:

  1. "This asks [service] for [what]..."
  2. "It waits for the answer..."
  3. "Then it does [action] with the result..."

When explaining database code:

  1. "This looks in the [collection/table] filing cabinet..."
  2. "It finds all records where [condition]..."
  3. "And returns [what fields]..."

When explaining loops:

  1. "For each [item] in [list]..."
  2. "It does [action]..."
  3. "Until it's gone through all of them."

Tips for Explaining

  • Start with the BIG PICTURE before details
  • Use "imagine..." to set up analogies
  • Point out what they CAN change vs what's structural
  • If code is complex, explain it in layers
  • Validate their confusion: "This is tricky because..."
  • Use visual metaphors: boxes, lists, machines, recipes
  • Relate to everyday tasks when possible

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.