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研究检索权限需确认github未标认证来源可访问许可证需确认审计通过

concept-explainer概念解释者

Agent Skill

concept-explainer 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

总安装

420

周安装

17

GitHub Stars

9

下载量

132
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:concept-explainer(概念解释者)
来源仓库:https://github.com/szeyu/vibe-study-skills
仓库路径:skills/concept-explainer
安装命令:
npx skills add https://github.com/szeyu/vibe-study-skills --skill concept-explainer
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/szeyu/vibe-study-skills --skill concept-explainer

简介

概念解释者用于查找、检索和筛选相关信息,适合在多种宿主环境中快速获取知识素材。

  • 它支持根据关键词或学习场景定位内容,辅助理解复杂概念或技术要点。
  • 通过 GitHub 仓库安装,使用 npx skills add 命令并指定 skill 名称即可集成。
  • 建议安装前检查仓库活跃度、权限设置及是否涉及敏感操作如文件写入或远程调用。
  • concept-explainer 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

Concept Explainer

Clear explanations with analogies and examples at multiple difficulty levels.

Explanation Levels

LevelAudienceStyle
ELI5Complete beginnerSimple words, everyday analogies
High SchoolSome backgroundBasic terminology, clear examples
UndergraduateFoundational knowledgeTechnical terms, detailed mechanisms
GraduateAdvanced understandingNuances, edge cases, research context

Explanation Framework

flowchart TB
    A[Concept] --> B[One-Sentence Summary]
    B --> C[Core Analogy]
    C --> D[How It Works]
    D --> E[Examples]
    E --> F[Common Misconceptions]

Template: Standard Explanation

# [Concept Name]

## In One Sentence
[Concept] is [simple definition] that [what it does/why it matters].

## The Analogy
Think of [concept] like [familiar thing]. Just as [familiar thing does X], [concept] does [Y].

## How It Actually Works
[More detailed explanation with proper terminology]

### Key Components
1. **Component 1:** What it is and what it does
2. **Component 2:** What it is and what it does
3. **Component 3:** How they work together

## Examples

### Example 1: [Simple]
[Everyday example with the concept]

### Example 2: [Applied]
[Real-world application]

### Example 3: [Advanced]
[Complex scenario]

## Common Misconceptions
- ❌ **Myth:** [Wrong belief]
  - ✅ **Reality:** [Correct understanding]

## Related Concepts
- [Concept A] - [How it relates]
- [Concept B] - [How it relates]

Analogy Patterns

Structure Analogy

"[Concept] is like a [familiar object] where [component A] is like [part 1] and [component B] is like [part 2]."

Example: "A cell is like a factory where the nucleus is the control room and mitochondria are the power plants."

Process Analogy

"[Concept] works like [familiar process]. First, [step 1 comparison], then [step 2 comparison]."

Example: "Osmosis works like crowds at a concert. People naturally spread from crowded areas to less crowded areas."

Scale Analogy

"If [large/small thing] were the size of [familiar object], then [other element] would be..."

Example: "If an atom were the size of a football stadium, the nucleus would be a marble at the center."


Level Adjustments

ELI5 Techniques

  • No jargon
  • 1-2 sentence explanations
  • Everyday objects as analogies
  • "Imagine if..." scenarios
  • Avoid numbers unless simple

High School Level

  • Introduce key terms with definitions
  • Simple diagrams
  • Concrete examples
  • Cause and effect clear

Undergraduate Level

  • Technical vocabulary expected
  • Mathematical relationships
  • Mechanism details
  • Multiple interconnected concepts

Graduate Level

  • Assumptions and limitations
  • Historical development
  • Current research questions
  • Edge cases and exceptions

Example: Explaining "Entropy" at Multiple Levels

ELI5

"Entropy is messiness. Your room wants to get messy by itself, but you have to work to clean it up."

High School

"Entropy measures disorder in a system. In nature, things tend to become more disordered over time - ice melts, buildings crumble, things mix together."

Undergraduate

"Entropy (S) is a thermodynamic quantity measuring the number of microscopic configurations (microstates) available to a system. ΔS = Q/T for reversible processes. The Second Law states entropy of an isolated system never decreases."

Graduate

"Entropy connects to information theory through Boltzmann's equation S = k ln Ω. Maximum entropy methods provide principled uncertainty quantification. Non-equilibrium thermodynamics extends these concepts to systems with entropy production."


Quality Checklist

  • Opens with simple one-liner
  • Includes relatable analogy
  • Provides 2-3 examples at different scales
  • Addresses common misconceptions
  • Builds from simple to complex
  • Uses consistent terminology
  • Connects to related concepts

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

平台分布

Codex

34.6%
按下载量换算46

Claude

30.04%
按下载量换算40

Cursor

19.74%
按下载量换算26

Gemini CLI

8.68%
按下载量换算11

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

权限需确认

当前来源未能明确判断权限范围,默认进入异常复核队列。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

继续浏览同类 Skills