NadirClaw is a self-hosted OpenAI-compatible proxy that acts as an intelligent router for LLM requests. It analyzes incoming prompts and routes simple queries to cheaper or local models while directing complex ones to premium providers. The system works as a drop-in replacement for OpenAI-compatible clients and supports AI coding tools including Claude Code, Codex, Cursor, and OpenClaw. It provides cost optimization without requiring users to change their existing workflows.