A pi agentic extension that stops weak local LLMs from confidently hallucinating. Auto-dispatches a web-browsing librarian sub-agent to verify API defaults, flags, versions & docs from live sources, returning cited evidence. Works with llama.cpp / Ollama. No cloud required.