explain

explain is a skill for Claude Code, Codex from ao92265/claude-code-playbook. It costs 90 tokens per session (724 once invoked), scanned A, original, MIT.

A layered explanation guide for files, functions, and concepts, starting with a simple overview and adding implementation detail when needed.

In plain words
What is it for?
Use it to explain what code does, how its main flow works, and—when requested—its details, edge cases, and connections to related code.
Why use it?
It makes unfamiliar code easier to understand without forcing every reader through the same level of technical detail.

Skill for Claude CodeCodex

Part of the playbook plugin — 49 skills, 4 hooks 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/ao92265/claude-code-playbook/explain
Any agent
npx skills add ao92265/claude-code-playbook --skill explain
Clone the repo
git clone --depth 1 https://github.com/ao92265/claude-code-playbook

Made for: Claude Code, Codex.

Or install playbook, the plugin that ships this one along with the rest of its 49 skills, 4 hooks.

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 explain

README.md
[![agentmods](https://agentmods.dev/badge/skills/ao92265/claude-code-playbook/explain.svg)](https://agentmods.dev/skills/ao92265/claude-code-playbook/explain)
Your own site
<a href="https://agentmods.dev/skills/ao92265/claude-code-playbook/explain"><img src="https://agentmods.dev/badge/skills/ao92265/claude-code-playbook/explain.svg" alt="Measured on agentmods" height="20"></a>
Per session 90 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 724 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 $0.00090 $0.00724
Opus 5 $0.00045 $0.00362
Sonnet 5 $0.00018 $0.00145
Haiku 4.5 $0.00009 $0.00072

Measured 4d ago against content hash 2d572e2e3d9f, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

explain 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 4d 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.

skills/explain/SKILL.md · 78 lines

How it starts

The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Explain Code

Provide a layered explanation that starts simple and goes deeper on request.

Steps

  1. Identify the target:

    • Read the file, function, class, or concept the user wants explained
    • If the target is vague ("explain the auth system"), identify the entry point and core files
  2. Layer 1 — One-liner:

    • Explain what it does in a single sentence
    • Focus on the what, not the how
    • Example: "This function validates JWT tokens and attaches the decoded user to the request."
  3. Layer 2 — How it works (5-10 lines):

    • Walk through the high-level flow
    • Name the key steps without implementation details
    • Mention inputs, outputs, and side effects
    • Example: "It extracts the token from the Authorization header, verifies the signature using the secret from env, checks expiration, looks up the user in the database, and attaches them to req.user."
  4. Layer 3 — Implementation details (on request):

    • Walk through the code line by line or block by block
    • Explain why specific approaches were chosen
    • Point out error handling, edge cases, and guard clauses
    • Reference related files, types, or functions
  5. Layer 4 — Context and connections (on request):

    • How this code fits into the larger system
    • What depends on it (callers, consumers)
    • What it depends on (services, libraries, config)
    • Historical context if visible from git blame or comments
  6. Adapt to the reader:

    • If the user seems experienced: skip basics, focus on non-obvious behavior
    • If the user seems new: use analogies, avoid jargon, explain prerequisites
    • If unclear: default to Layer 2 and offer to go deeper

Output Format

**What it does:** [one-liner]

**How it works:**
1. [step]
2. [step]
3. [step]

**Key details:**
- [non-obvious behavior or edge case]
- [important dependency or assumption]

Want me to go deeper on any part?

Important

  • Start simple, go deep on request. Don't dump implementation details when the user just wants to understand the purpose.
  • Use the user's language. If they say "the login thing," use that phrase — don't correct them with "the OAuth2 authentication middleware."
  • Point out the non-obvious. The obvious parts are already in the code. Explain the why, the edge cases, and the gotchas.
  • Be honest about uncertainty. If the code is unclear or you're guessing at intent, say so.

Read the full file on GitHub · 78 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. 4d ago First seen · 78 lines · 90 tokens per session scan A 2d572e2e3d9f

Subscribe to this mod's changes

explain is a skill published in the GitHub repository ao92265/claude-code-playbook (10 stars, last pushed 18d ago), licensed MIT. It adds 90 tokens to every session and 724 once invoked, about $0.0005 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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