ChipFlow

Claude struggles to understand large codebases without proper structure. This skill provides automatic project mapping, symbol indexing, and duplicate detection so Claude can find functions, classes, and files instantly without slow grep searches.

This skill adds MCP tools for fast symbol search across Python, C++, and Rust codebases. It automatically indexes functions, classes, and methods into a local SQLite database, enabling quick lookups without full codebase scans.