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understand-explain明白解释

Agent Skill

understand-explain 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

3,476

周安装

142

GitHub Stars

9,397

下载量

1,113
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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:understand-explain(明白解释)
来源仓库:https://github.com/lum1104/understand-anything
仓库路径:skills/understand-explain
安装命令:
npx skills add https://github.com/lum1104/understand-anything --skill understand-explain
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/lum1104/understand-anything --skill understand-explain

简介

用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中快速定位候选结果。

  • 支持基于关键词、任务场景或来源线索进行信息筛选与组织,提升研究效率。
  • 通过 npx skills add 命令从指定 GitHub 仓库安装并使用。
  • 安装前需确认权限范围、维护状态及是否涉及联网或文件操作。
  • understand-explain 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

SKILL.md

/understand-explain

Provide a thorough, in-depth explanation of a specific code component.

Graph Structure Reference

The knowledge graph JSON has this structure:

  • project — {name, description, languages, frameworks, analyzedAt, gitCommitHash}
  • nodes[] — each has {id, type, name, filePath, summary, tags[], complexity, languageNotes?}

- Node types: file, function, class, module, concept - IDs: file:path, function:path:name, class:path:name

  • edges[] — each has {source, target, type, direction, weight}

- Key types: imports, contains, calls, depends_on

  • layers[] — each has {id, name, description, nodeIds[]}
  • tour[] — each has {order, title, description, nodeIds[]}

How to Read Efficiently

  1. Use Grep to search within the JSON for relevant entries BEFORE reading the full file
  2. Only read sections you need — don't dump the entire graph into context
  3. Node names and summaries are the most useful fields for understanding
  4. Edges tell you how components connect — follow imports and calls for dependency chains

Instructions

  1. Check that .understand-anything/knowledge-graph.json exists. If not, tell the user to run /understand first.
  2. Find the target node — use Grep to search the knowledge graph for the component: "$ARGUMENTS"

- For file paths (e.g., src/auth/login.ts): search for "filePath" matches - For function notation (e.g., src/auth/login.ts:verifyToken): search for the function name in "name" fields filtered by the file path - Note the exact node id, type, summary, tags, and complexity

  1. Find all connected edges — Grep for the target node's ID in the edges section:

- "source" matches → things this node calls/imports/depends on (outgoing) - "target" matches → things that call/import/depend on this node (incoming) - Note the connected node IDs and edge types

  1. Read connected nodes — for each connected node ID from step 3, Grep for those IDs in the nodes section to get their name, summary, and type. This builds the component's neighborhood.
  2. Identify the layer — Grep for the target node's ID in the "layers" section to find which architectural layer it belongs to and that layer's description.
  3. Read the actual source file — Read the source file at the node's filePath for the deep-dive analysis.
  4. Explain the component in context:

- Its role in the architecture (which layer, why it exists) - Internal structure (functions, classes it contains — from contains edges) - External connections (what it imports, what calls it, what it depends on — from edges) - Data flow (inputs → processing → outputs — from source code) - Explain clearly, assuming the reader may not know the programming language - Highlight any patterns, idioms, or complexity worth understanding

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

34.34%
按下载量换算382

Claude

30.8%
按下载量换算343

Cursor

20.76%
按下载量换算231

Gemini CLI

9.05%
按下载量换算101

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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

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