exploring-knowledge-graphlisted

# Exploring the Knowledge Graph Forgetful stores knowledge as an interconnected graph: memories link to other memories, entities link to memories, and entities relate to each other. Deep exploration reveals context that simple queries miss. ## Triggers | Trigger Phrase | Operation | |----------------|-----------| | `what do you know about X` | Full knowledge graph traversal | | `how do I explore the knowledge graph` | Graph exploration workflow | | `how are these concepts connected` | Entity relationship traversal | | `give me comprehensive context on X` | Deep multi-phase exploration | | `map out related knowledge for X` | Entity discovery and memory linking | --- ## When to Explore Explore the knowledge graph when: - Starting complex work that spans multiple topics - User asks "what do you know about X" - Planning requires understanding existing decisions/patterns - Investigating how concepts connect across projects - Need comprehensive context, not just top search results ## Exploration Phases Track visited IDs to prevent cycles. Execute phases sequentially. ### Phase 1: Semantic Entry Point ```javascript execute_forgetful_tool("query_memory", { "query": "<topic>", "query_context": "Exploring knowledge graph for comprehensive context", "k": 5, "include_links": true, "max_links_per_primary": 5 }) ``` Collect: `primary_memories` + `linked_memories` (1-hop connections). ### Phase 2: Expand Memory Details For key memories, get full details: ```javascri