Agent Skills Hub

anthropic-sdk

Integrate Claude AI into your applications with the Anthropic SDK. Supports Messages API, streaming, tool use (function calling), vision, extended thinking, and system prompts.

anthropic-claude-development

Expert technical guidance for building production-ready applications with Anthropic's Claude API, covering Messages API, tool use, streaming, vision, and prompt engineering.

ai-integration

Patterns and reference implementation for integrating the Claude API into applications, including chat, streaming, tool use, and structured JSON output.

add-tool

Implement function-calling tools in Prompture agents using ToolRegistry, decorators, and automatic schema generation to enable LLM interaction with external code.

FastMCP Development

Build and manage MCP servers using the FastMCP framework. Guide for creating tools, resources, prompts, Claude Desktop integration, and deployment with Python and TypeScript.

claude-api

Expert guidance for Claude Messages API: structured outputs, prompt caching, tool use, and migration from deprecated Claude 3.x models to 4.5. Prevents common API errors.

ai-llm-patterns

Anthropic Claude integration patterns: streaming, RAG with pgvector, tool use, model selection (Haiku/Sonnet/Opus), prompt caching, and cost management for AI-powered engineering.

tools

Unified API for LLM function calling and tool use across OpenAI, Anthropic, Google, and Ollama with standardized schema definitions and execution patterns.

llmintegration

Multi-model LLM integration patterns for Claude, GPT, Gemini, and Ollama. Features API handling, prompt engineering, token management, and model-agnostic orchestration.

langchain-chat-models

A unified interface for integrating and managing LLM chat providers like OpenAI, Anthropic, Google, Azure, and Bedrock within LangChain applications.

structured-outputs-advisor

Expert advisor for implementing Anthropic's structured outputs. Choose between JSON mode and strict tool use for guaranteed schema compliance and validated agentic workflows.

juliaz-tool-builder

Expert guidance for designing and implementing high-quality tool schemas and descriptions for Julia's agent systems, ensuring reliable tool execution and reducing model hallucinations.