Explain For Dumb
Description
Claude Code skill that explains code changes in plain human language — no scary jargon. Two modes: a 'for dummies' story or a per-file walkthrough.
Installation
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open the source below and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
README
explain-for-dumb
A [Claude Code](https://claude.com/claude-code) skill that helps you stay aligned with your codebase after delegating work to an agent.
Ask an agent to fix a bug, then step away. When you return, you don't want to read every line it touched — but you also don't want to merge code you can no longer explain. This skill reads the actual changes, understands them, and tells you what happened like you're a smart but tired human being.
Delegating implementation should not mean delegating understanding. `explain-for-dumb` helps you quickly regain the context you need to review, trust, and own the change.
What it does
- Figures out what to explain: the whole branch diff vs
master, or just your uncommitted changes (it asks when both exist). - Asks how you want it explained:
- For dummies — one coherent story: how things worked before, what works now, and how it was done, in everyday analogies with almost no code.
- Per-file walkthrough — file by file: what each file is responsible for, what changed and why, every new function in human words, with clickable links pointing at the exact changed lines.
- Actually reads the surrounding code, not just the diff — so explanations are true, not guessed.
- Answers in whatever language you're speaking in the session.
- Ends with a short 3–5 bullet summary.
- Never turns into a code review — no "risks", no "things to watch out for". It explains, it doesn't judge.
The goal is not to replace tests or review. It is to make agent-written changes understandable before you decide what to do with them.
How it decides what to do

Install
For humans
The easiest way — via the [skills.sh](https://skills.sh) CLI:
npx skills add MotleyWildside/explain-for-dumb
Or manually. Personal install — available in **all** your projects:
mkdir -p ~/.claude/skills/explain-for-dumb
curl -o ~/.claude/skills/explain-for-dumb/SKILL
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**Generated:** 2026-04-11