code-explainer

code-explainer is a skill for Claude Code from kumaran-is/claude-code-onboarding. It costs 87 tokens per session (1,266 once invoked), scanned A, original, MIT.

A code-documentation guide for explaining software to two audiences: people who use it and developers who need to change it. It also identifies fragile parts and important assumptions.

In plain words
What is it for?
Use it for onboarding, code handoffs, knowledge transfer, and documenting existing modules or features.
Why use it?
It makes unfamiliar code easier to hand over, understand, and modify without confusing user-facing behavior with implementation details.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Good fit Use it for onboarding, code handoffs, knowledge transfer, and documenting existing modules or features.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/kumaran-is/claude-code-onboarding/code-explainer
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.

Any agent
npx skills add kumaran-is/claude-code-onboarding --skill code-explainer
Clone the repo
git clone --depth 1 https://github.com/kumaran-is/claude-code-onboarding

Made for: Claude Code.

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-explainer

README.md
[![agentmods](https://agentmods.dev/badge/skills/kumaran-is/claude-code-onboarding/code-explainer/github.svg)](https://agentmods.dev/skills/kumaran-is/claude-code-onboarding/code-explainer)
Your own site
<a href="https://agentmods.dev/skills/kumaran-is/claude-code-onboarding/code-explainer"><img src="https://agentmods.dev/badge/skills/kumaran-is/claude-code-onboarding/code-explainer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for code-explainer

Your own site · 80×15
<a href="https://agentmods.dev/skills/kumaran-is/claude-code-onboarding/code-explainer"><img src="https://agentmods.dev/badge/skills/kumaran-is/claude-code-onboarding/code-explainer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 87 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,266 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 $0.00087 $0.01266
Opus 5 $0.00044 $0.00633
Sonnet 5 $0.00017 $0.00253
Haiku 4.5 $0.00009 $0.00127

Measured 6d ago against content hash 13527f471e4d, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

code-explainer 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 6d 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.

.claude/skills/code-explainer/SKILL.md · 113 lines

How it starts

The opening of the file, as written. The whole thing — 113 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Code Explainer

Iron Law

TWO LEVELS EVERY TIME — NEVER COLLAPSE THEM INTO ONE

Level 1 is for someone who uses the code. Level 2 is for someone who changes it. They need different information. Mixing them makes both audiences worse off.

When to Use

  • Inheriting code you did not write
  • Onboarding a new developer to an existing module
  • Preparing to modify something you haven't touched in months
  • Handing off ownership to another team
  • Writing documentation from code

The Four Outputs (All Mandatory)

Level 1 — For the User (what it does)

Explain what this code accomplishes in plain language. No jargon. A non-technical stakeholder should be able to read this and understand:

  • What problem the code solves
  • What inputs it needs
  • What it produces or causes to happen

Write this as if you're explaining to a product manager, not a developer.

Level 2 — For the Modifier (why it is built this way)

Explain the architectural decisions. A senior engineer about to touch this code needs to know:

  • Why is it structured this way? (not just what it does)
  • What would break if you changed X?
  • What are the dependencies — internal and external?
  • Where are the edge cases? What inputs cause unexpected behavior?
  • What assumptions are baked in that aren't obvious from reading?
  • What would a senior engineer want to verify before touching this?

Do not dumb this down. Level 2 readers are technical.

The Fragile Part (1 sentence, mandatory)

The section of this code most likely to break under unexpected conditions — unusual inputs, concurrent access, external failures, edge-case data. Name the specific location (function, line, block), not a general area.

The Assumption (1 sentence, mandatory)

The key assumption baked into this code that, if wrong, causes it to fail. This is not an edge case — it's a design premise. Examples: "assumes the caller always passes a non-null user object", "assumes the upstream API returns items in chronological order", "assumes this runs in a single-threaded context".

Read the full file on GitHub · 113 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. 6d ago First seen · 113 lines · 0 tokens per session scan A 13527f471e4d

Subscribe to this mod's changes

code-explainer is a skill published in the GitHub repository kumaran-is/claude-code-onboarding (35 stars, last pushed 2mo ago), licensed MIT. It adds 87 tokens to every session and 1,266 once invoked, about $0.0004 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 2026-09-03.

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