Claude Advanced Tool Use

About

This skill empowers Claude to handle massive toolsets and complex multi-step workflows with unprecedented efficiency. By implementing tool search for dynamic discovery of over 10,000 tools, programmatic tool calling to minimize context bloat during data processing, and detailed examples to boost parameter accuracy, developers can reduce token usage by up to 90% while improving system reliability. It is an essential capability for building production-grade agentic systems that require scalable tool orchestration, cost-effective performance, and high-precision parameter handling.

Key Features

• 0 GitHub stars
• High-accuracy tool examples to eliminate parameter hallucinations
• Deferred tool loading to minimize initial context window usage
• Complex workflow orchestration with significant token reduction
• Dynamic Tool Search (Regex & BM25) for 10,000+ tool scalability
• Programmatic Tool Calling via sandboxed Python execution

Use Cases

• Scaling AI agents to interact with massive Model Context Protocol (MCP) server libraries
• Optimizing token costs and latency in high-volume production agent systems
• Executing complex multi-step data aggregation and filtering tasks efficiently