chore: add LLM.md knowledge base, update .gitignore

.gitignore

@@ -6,3 +6,8 @@ GEMINI.md
 GROK.md
 QWEN.md
 evaluation/
+*.safetensors
+*.bin
+*.gguf
+*.pt
+*.pth

LLM.md

@@ -0,0 +1,27 @@
+# zen-embedding — AI Knowledge Base
+
+**Project**: zen-embedding
+**Organization**: zenlm
+**Repository**: https://github.com/zenlm/zen-embedding
+**HuggingFace**: https://huggingface.co/zenlm/zen-embedding
+**Last Updated**: 2026-02-27
+
+## Overview
+
+zen-embedding is part of the Zen AI model family by Hanzo AI / Zen LM.
+
+## Rules for AI Assistants
+
+1. **ALWAYS** update LLM.md with significant discoveries
+2. **NEVER** commit model weights (*.safetensors, *.bin, *.gguf, *.pt)
+3. **NEVER** commit symlinked files (CLAUDE.md, AGENTS.md, GEMINI.md, QWEN.md)
+4. **NEVER** create random summary files — update THIS file only
+5. Zen models are based on **Qwen3** architecture
+
+## Context
+
+This file (`LLM.md`) is symlinked as CLAUDE.md, AGENTS.md, GEMINI.md, QWEN.md.
+
+---
+
+*Part of the Zen AI family — Clarity Through Intelligence*