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Phát hành Vnstock 4.0: Một giao diện API, tích hợp mọi nhu cầu

Cách đây vài năm, khi mới mò mẫm tìm hiểu về cách phân tích dữ liệu đầu tư chứng khoán bằng Python, tôi từng nghĩ "Datafeed chứng khoán" là một đặc quyền vô cùng đắt đỏ. Datafeed cho đến hiện tại vẫn thường đi liền hợp đồng dịch vụ hàng chục triệu đồng mỗi tháng và những hệ thống phần mềm chuyên dụng để kết nối.

NAN-Investment Admin
·4 tháng 5, 2026·3 phút đọc·23 lượt xem
Phát hành Vnstock 4.0: Một giao diện API, tích hợp mọi nhu cầu

ive your AI assistant deep knowledge of shadcn/ui components, patterns, and best practices.

Skills give AI assistants like Claude Code project-aware context about shadcn/ui. When installed, your AI assistant knows how to find, install, compose, and customize components using the correct APIs and patterns for your project.

For example, you can ask your AI assistant to:

  • "Add a login form with email and password fields."

  • "Create a settings page with a form for updating profile information."

  • "Build a dashboard with a sidebar, stats cards, and a data table."

  • "Switch to --preset [CODE]"

  • "Can you add a hero from @tailark?"

The skill reads your project's components.json and provides the assistant with your framework, aliases, installed components, icon library, and base library so it can generate correct code on the first try.


Install#

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pnpm dlx skills add shadcn/ui

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This installs the shadcn skill into your project. Once installed, your AI assistant automatically loads it when working with shadcn/ui components.

Learn more about skills at skills.sh.


What's Included#

The skill provides your AI assistant with the following knowledge:

Project Context#

On every interaction, the skill runs shadcn info --json to get your project's configuration: framework, Tailwind version, aliases, base library (radix or base), icon library, installed components, and resolved file paths.

CLI Commands#

Full reference for all CLI commands: init, add, search, view, docs, diff, info, and build. Includes flags, dry-run mode, smart merge workflows, presets, and templates.

Theming and Customization#

How CSS variables, OKLCH colors, dark mode, custom colors, border radius, and component variants work. Includes guidance for both Tailwind v3 and v4.

Registry Authoring#

How to build and publish custom component registries: registry.json format, item types, file objects, dependencies, CSS variables, building, hosting, and user configuration.

MCP Server#

Setup and tools for the shadcn MCP server, which lets AI assistants search, browse, and install components from registries.


How It Works#

  1. Project detection — The skill activates when it finds a components.json file in your project.

  2. Context injection — It runs shadcn info --json to read your project configuration and injects the result into the assistant's context.

  3. Pattern enforcement — The assistant follows shadcn/ui composition rules: using FieldGroup for forms, ToggleGroup for option sets, semantic colors, and correct base-specific APIs.

  4. Component discovery — The assistant uses shadcn docs, shadcn search, or MCP tools to find components and their documentation before generating code.

Learn More#

  • CLI — Full CLI command reference

  • MCP Server — Connect the MCP server for registry access

  • Theming — CSS variables and customization

  • Registry — Building and publishing custom registries

  • skills.sh — Learn more about AI skills