tools

Updated May 28, 2026

Search Tags:#LLM tools #human-in-the-loop #tool registration #assistant-ui #UI customization

Ready to run

npx skills add https://github.com/ChaoTzuJung/knowledge-base-qa-bot --skill tools-chaotzujung

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: tools
Source: https://github.com/ChaoTzuJung/knowledge-base-qa-bot/tree/main/.agents/skills/tools
Command: npx skills add https://github.com/ChaoTzuJung/knowledge-base-qa-bot --skill tools-chaotzujung

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires @assistant-ui/react, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill simplifies the process of registering and customizing tools within the assistant-ui platform, enabling seamless integration and user experience for LLM tools and human-in-the-loop patterns.

Core Features & Use Cases

Tool Registration: Streamline the creation and registration of tools for LLM integration.
UI Customization: Personalize the user interface for tool calls to match your application's design.
Human-in-the-Loop: Implement confirmation patterns and user input handling for interactive tools.

Quick Start

Frequently Asked Questions about tools

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

FAQPage Schema

How do I register custom tools for LLMs in assistant-ui?▼

Yes, you can implement human-in-the-loop patterns in assistant-ui using this framework. It provides built-in support for user input handling and confirmation patterns, allowing you to manage interactive tool calls effectively before final execution.

Do I need @assistant-ui/react to customize tool UI components?▼

Yes, @assistant-ui/react is a required dependency for tool and UI management. You need it to personalize the user interface for tool calls, ensuring the rendered components match your application's specific design system.

What is the best way to handle frontend tool rendering and backend tool execution?▼

The best way to handle frontend rendering and backend execution is using a unified tool registration framework. This Skill supports both backend tool execution and frontend tool rendering, ensuring seamless integration across your LLM application stack.

Can I personalize the user interface for LLM tool calls in my web app?▼

You can personalize the user interface for LLM tool calls by leveraging the UI customization features. This allows you to tailor the frontend rendering of tool components to match your web app's design requirements directly through assistant-ui.