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takemi-ohama
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official-skills-autoloader

Detect and install missing Anthropic official skills, then load their SKILL.md files.

Updated Jan 30, 2026
Search Tags:#cli#skill-management#installation#anthropic#skill-load#autoloader#official-skills
One-click install
npx skills add https://github.com/takemi-ohama/ai-plugins --skill official-skills-autoloader
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: official-skills-autoloader
Source: https://github.com/takemi-ohama/ai-plugins/tree/main/plugins/ndf/skills/official-skills-autoloader
Command: npx skills add https://github.com/takemi-ohama/ai-plugins --skill official-skills-autoloader

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The autoloader identifies which Anthropic official skills are required for a given user request, automatically installs any that are missing, and loads the corresponding SKILL.md for execution, removing the burden of manual skill management.

Core Features & Use Cases

  • Auto-detects required official skills from user requests and ensures they are installed locally if absent.
  • Clones a local cache of the official skills repository when needed and creates symlinks to the active skills for seamless access.
  • Reads and executes the target SKILL.md to load the skill into the current context, enabling immediate task execution for document creation, frontend design, web app testing, and other supported workflows.

Quick Start

Identify the required official skill for your task, ensure the autoloader is ready, and load its SKILL.md for execution.

Frequently Asked Questions about official-skills-autoloader

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automatically load Anthropic official skills for document creation tasks?▼

To automatically load Anthropic official skills for document creation, the autoloader detects required skills from your request, clones the official repository if missing, and loads the SKILL.md for immediate execution without manual installation.

How does skill auto-detection work for frontend design and web app testing?▼

Skill auto-detection for frontend design and web app testing works by analyzing your request to identify needed Anthropic official skills, checking local installation, and cloning the repository cache to create symlinks for seamless access.

Do I need to manually install Anthropic official skills before using them?▼

You do not need to manually install Anthropic official skills before using them. The autoloader checks local installation, clones the official skills repository if necessary, and loads the required SKILL.md automatically.

What is the best way to manage missing official skills during web app testing?▼

The best way to manage missing official skills during web app testing is using an autoloader that detects requirements, clones a local cache of the official repository, and creates symlinks to active skills for seamless execution.

Can I use the autoloader to load multiple official skills for a single request?▼

The autoloader identifies and loads required Anthropic official skills based on your request for document creation, frontend design, or web app testing, ensuring all needed SKILL.md files are loaded into context for execution.

Why does the autoloader clone the official skills repository locally?▼

The autoloader clones the official skills repository locally to cache missing skills and create symlinks to active skills, ensuring the required SKILL.md is available for loading into the current context for task execution.

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