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Updated 5mo ago

by iAmMccc

ai-essentials

AI 核心知识精要 — 从理解 AI(Token、幻觉、Agent)到用好 AI(Prompt、Rules、Skills、Projects、MCP),用一套系统的框架建立 AI 认知与实践能力。

20 GitHub stars (20)

  • 6 skills (6 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 5mo ago last update (Last updated 5mo ago)

Install

Skills CLI

npx skills add iAmMccc/ai-essentials

Asks which skills and agents to install. Just one: npx skills add iAmMccc/ai-essentials --skill git-commit — add -g for every project.

Claude Code

git clone https://github.com/iAmMccc/ai-essentialscp -r "ai-essentials/skills/git-commit" ~/.claude/skills/

Copies the git-commit skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add iAmMccc/ai-essentials

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • git-commit

    当用户要求提交代码、写 commit message、或提到 git commit 时使用。 自动分析 git diff,生成规范的中文 commit message。

    skills/git-commit/SKILL.md on GitHub (opens in a new tab)
  • smart-notes

    智能笔记生成器。输入任意链接(抖音视频、微信公众号文章等),自动提取内容并通过 AI 生成结构化笔记。 自动识别平台,一个入口处理所有来源。

    skills/smart-notes/SKILL.md on GitHub (opens in a new tab)
  • spm-local

    当用户要求管理 SPM 本地依赖、添加新的三方库、更新依赖版本、 或遇到 Xcode SPM 网络问题时使用。 通过终端下载三方库到本地,绕过 Xcode 的网络限制。

    skills/spm-local/SKILL.md on GitHub (opens in a new tab)
  • ui-diff

    对比 UI 设计稿和 App 截图,检查元素间距、位置、对齐、颜色、字号等差异。 TRIGGER when: 用户提供设计稿和截图要求对比;用户说 UI 走查、UI 对比、检查还原度、看看差异;用户贴两张 App 界面图片说「对比一下」「看看有什么不同」「帮我检查 UI」;提到设计稿 vs 截图/实现;用户给出图片目录要求批量对比。 SKIP: 代码 review、架构图对比、线框图、非 UI 图片(照片、文档截图等)。

    skills/ui-diff/SKILL.md on GitHub (opens in a new tab)
  • article-writing

    为 ai-essentials 项目写文章、改文章时必须调用。包含强制性的写作风格和结构规范。 TRIGGER when: 用户说写文章、改文章、那篇文章;提到文章主题名+编辑意图(如 RAG 文章、MCP 文章、prompt 那篇、skills 那篇、rules 那篇);要求对文章加段落、加比喻、改开头、改成表格、调整结构;讨论文章放哪个目录(understanding/ using/ coding/)。关键词:文章、写篇、那篇、开头、小结、章节 + 内容编辑动作。 SKIP: commit message、会议纪要、代码注释、创建 skill、字幕转换、编辑 .claude/rules 配置文件。

    .claude/skills/article-writing/SKILL.md on GitHub (opens in a new tab)
  • doc-generation

    当需要将视频、音频、文章等内容转化为结构化 Markdown 文档时使用。 规范输出的格式、结构和内容密度。

    .claude/skills/doc-generation/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.