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/explain

Explain content or any concept inside it at the depth the user needs — ELI5, practitioner level, or expert deep-dive — with a jargon glossary and context the original assumes. Use when the user says "explain this", "what does X mean here", "break this down", "I don't understand

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From plugin
bullshit-detector
1587 skills1 agent
Install
$ npx -y skills add SerhiiKorniienko/bullshit-detector --skill explain --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/explain

Context preview

The summary Claude sees to decide when to auto-load this skill.

Explain content or any concept inside it at the depth the user needs — ELI5, practitioner level, or expert deep-dive — with a jargon glossary and context the original assumes. Use when the user says "explain this", "what does X mean here", "break this down", "I don't understand

SKILL.md

explain.SKILL.md
name: explain
description: Explain content or any concept inside it at the depth the user needs — ELI5, practitioner level, or expert deep-dive — with a jargon glossary and context the original assumes. Use when the user says "explain this", "what does X mean here", "break this down", "I don't understand this part", or shares content and asks how something in it works.

explain

Make the content understandable without dumbing it down dishonestly.

Workflow

1. **Get the text** (via `fetch-content` skill script if it's a URL, else web fetch or paste). 2. **Pick the depth** — from the user's request, or ask one short question if genuinely unclear:

  • **ELI5** — analogies, zero jargon, the core mechanism only
  • **Practitioner** — assumes general technical literacy, focuses on how it works and what to do with it
  • **Deep dive** — mechanisms, edge cases, history, competing views

3. **Explain**, structured as:

  • The one-sentence version first
  • The mechanism: how it actually works, step by step
  • **Glossary**: every jargon term the content uses without defining, one line each
  • **What the content assumes you know** — the missing prerequisites that made it confusing
  • Where the content's own explanation is wrong or oversimplified, if it is — flag it, don't repeat it

Rules

  • Explaining ≠ endorsing. If the content's claim is contested, present the explanation *and* note the contest ("the video asserts X; the standard view is Y").
  • Analogies must survive scrutiny — say where the analogy breaks.
  • If the user points at a specific segment ("the part at 12:30", "section 3"), explain that segment in the context of the whole, not in isolation.
  • Don't pad: a concept that takes three sentences gets three sentences.
Read more
Ships withbullshit-detector

Read a real report → — 60 claims from a 2.7M-view "the AI bubble is popping" video, 44 of them individually searched, every verdict linked. Agent skills that fact-check the internet.

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