code-explanation-generator

code-explanation-generator is a skill for Claude Code from latestaiagents/agent-skills. It costs 56 tokens per session (1,678 once invoked), scanned A, original, MIT.

A guide for turning source code into clear explanations for different audiences, from beginners to experienced developers.

In plain words
What is it for?
Use it for code documentation, code-review explanations, onboarding material, and educational writing about software.
Why use it?
It reduces the time needed to understand unfamiliar code, explain design choices, or bring new team members up to speed.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the developer-toolkit plugin — 19 skills shipped together

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/latestaiagents/agent-skills/code-explanation-generator
Any agent
npx skills add latestaiagents/agent-skills --skill code-explanation-generator
Clone the repo
git clone --depth 1 https://github.com/latestaiagents/agent-skills

Made for: Claude Code.

Or install developer-toolkit, the plugin that ships this one along with the rest of its 19 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for code-explanation-generator

README.md
[![agentmods](https://agentmods.dev/badge/skills/latestaiagents/agent-skills/code-explanation-generator.svg)](https://agentmods.dev/skills/latestaiagents/agent-skills/code-explanation-generator)
Your own site
<a href="https://agentmods.dev/skills/latestaiagents/agent-skills/code-explanation-generator"><img src="https://agentmods.dev/badge/skills/latestaiagents/agent-skills/code-explanation-generator.svg" alt="Measured on agentmods" height="20"></a>
Per session 56 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,678 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00056 $0.01678
Opus 5 $0.00028 $0.00839
Sonnet 5 $0.00011 $0.00336
Haiku 4.5 $0.00006 $0.00168

Measured 5d ago against content hash a796ae6f728d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

code-explanation-generator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/developer-toolkit/skills/code-intelligence/code-explanation-generator/SKILL.md · 331 lines

How it starts

The opening of the file, as written. The whole thing — 331 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Code Explanation Generator

Generate clear explanations for complex code to aid understanding and knowledge transfer.

When to Use

  • Understanding unfamiliar or complex code
  • Creating documentation for code
  • Onboarding new team members
  • Code review explanations
  • Educational content creation

Explanation Levels

Level Audience Focus
Beginner Junior devs, non-technical What it does, simple terms
Intermediate Mid-level devs How it works, patterns used
Expert Senior devs, architects Why decisions made, trade-offs

AI Prompts by Level

Beginner Explanation

Explain this code for someone new to programming:

```[paste code]```

- Use simple, non-technical language
- Explain what the code accomplishes
- Use real-world analogies
- Avoid jargon or define terms used

Intermediate Explanation

Explain how this code works:

```[paste code]```

Include:
- Step-by-step execution flow
- Design patterns used
- Key functions and their purposes
- How components interact

Expert Explanation

Provide an architectural analysis of this code:

```[paste code]```

Cover:
- Design decisions and alternatives
- Performance characteristics
- Trade-offs made
- Potential improvements
- Edge cases and limitations

Explanation Formats

Line-by-Line Comments

AI Prompt:

Add explanatory comments to each significant line of this code:

```[paste code]```

Comments should explain WHY, not WHAT (the code shows what).

Output:

// Debounce user input to prevent excessive API calls
const debouncedSearch = useMemo(
  // Create a new debounced function only when delay changes
  () => debounce((query: string) => {
    // Skip empty queries to avoid unnecessary requests
    if (!query.trim()) return;
    // Trigger the actual search with the debounced value
    onSearch(query);
  }, delay),
  [delay, onSearch] // Recreate when these dependencies change
);

Read the full file on GitHub · 331 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 331 lines · 56 tokens per session scan A a796ae6f728d

Subscribe to this mod's changes

code-explanation-generator is a skill published in the GitHub repository latestaiagents/agent-skills (5 stars, last pushed 4mo ago), licensed MIT. It adds 56 tokens to every session and 1,678 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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