Discovery of 'find skills' feature in Claude Code for dynamic workflow creation
A new "find skills" feature has been discovered in Claude Code, Anthropic's agentic developer tool. This feature allows the AI to automatically search, select, and combine various Model Context Protocol (MCP) skills to build custom workflows based on a single user goal. This capability marks a significant step forward for AI agents by enabling dynamic tool discovery and composition without manual configuration. It simplifies complex task automation by letting the model autonomously orchestrate hundreds of external MCP skills. Once a user inputs their desired goal, Claude Code queries Anthropic's ecosystem via MCP to find the most suitable tools from hundreds of available options. It then chains these skills together to execute the workflow seamlessly.
## BACKGROUND
Claude Code is Anthropic's agentic coding tool designed to help developers write code, run commands, and manage codebases directly from the terminal. The Model Context Protocol (MCP) is an open-source standard introduced by Anthropic in late 2024 that standardizes how LLMs connect to external data sources and tools.