Enhances LLM agent capabilities with semantic code search, structural code views, and an intelligent workspace TUI for efficient context management.
Nabu Nisaba is a research prototype that provides LLM agents, specifically designed for Claude Code, with advanced code intelligence and a dynamic workspace environment. It combines `nabu`, a codebase search engine offering semantic and full-text search, structural code views, and outline-like features across multiple programming languages, with `nisaba`, an MCP server that emulates a workspace TUI (Terminal User Interface). This innovative approach enables agents to manage token usage efficiently, navigate codebases with enhanced architectural understanding, and dynamically incorporate 'augments' – self-managed cognitive resources for knowledge compilation and procedural memory, all while maintaining a streamlined interaction flow through system prompt manipulation rather than verbose message exchanges.