tools.knowledge_graph module
LLM-facing tools for the knowledge graph system.
Replaces tools/memory.py. Uses the multi-tool TOOLS
list so all knowledge graph operations live in one file. Every
tool that needs the knowledge graph manager declares ctx so
ToolContext is injected.