explain

explain is a skill for Claude Code from vikisingh23/neuraforge-ai. It costs 23 tokens per session (143 once invoked), scanned A, original, Apache-2.0.

A code-explanation tool that documents what a file, folder, or project does, how data moves through it, and why key design choices were made.

In plain words
What is it for?
It helps produce purpose and dependency notes, API descriptions, data-flow explanations, architecture diagrams, project setup guides, and extension guidance.
Why use it?
It helps developers understand unfamiliar code without tracing every file and dependency themselves.

Skill for Claude Code

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

Part of the neuraforge-ai plugin — 38 skills, 22 MCP servers shipped together

Good fit It helps produce purpose and dependency notes, API descriptions, data-flow explanations, architecture diagrams, project setup guides, and extension guidance.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vikisingh23/neuraforge-ai/explain
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 vikisingh23/neuraforge-ai --skill explain
Clone the repo
git clone --depth 1 https://github.com/vikisingh23/neuraforge-ai

Made for: Claude Code.

Or install neuraforge-ai, the plugin that ships this one along with the rest of its 38 skills, 22 MCP servers.

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/vikisingh23/neuraforge-ai/explain.svg)](https://agentmods.dev/skills/vikisingh23/neuraforge-ai/explain)
Your own site
<a href="https://agentmods.dev/skills/vikisingh23/neuraforge-ai/explain"><img src="https://agentmods.dev/badge/skills/vikisingh23/neuraforge-ai/explain.svg" alt="Measured on agentmods" height="20"></a>
Per session 23 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 143 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 $0.00023 $0.00143
Opus 5 $0.00012 $0.00072
Sonnet 5 $0.00005 $0.00029
Haiku 4.5 $0.00002 $0.00014

Measured 4d ago against content hash 8d3afb83013b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, 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 · 21 lines

What it actually says

Generate documentation for files, folders, or entire projects.

How to use

Point at code: "Explain src/modules/order/"

Outputs: purpose, dependencies, public API, data flow, key decisions, gotchas. For folders: architecture diagram, entry points, how to extend. For projects: tech stack, getting started, folder guide, key flows.

For full instructions, read agents/explain.md.

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 · 21 lines · 23 tokens per session scan A 8d3afb83013b

Subscribe to this mod's changes

explain is a skill published in the GitHub repository vikisingh23/neuraforge-ai (4 stars, last pushed 3mo ago), licensed Apache-2.0. It adds 23 tokens to every session and 143 once invoked, about $0.0001 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.