A retrieval-gated skill architecture for LLM agents that scales to hundreds of tools by exposing only the top-K relevant capabilities per request.

Fix Gemma 4, Llama 4, Qwen 3, Mistral tool-calling failures. Zero-latency regex skill router for Ollama & OpenClaw — 400,000x faster than LLM inference, 100% accurate. No GPU needed.