What problem does it solve?
This skill helps you construct a complete contextual map by traversing interconnected memories, entities, and their relationships, enabling deeper understanding before planning or answering what you know about X.
Core Features & Use Cases
- Semantic entry point via execute_forgetful_tool with query_memory to identify relevant memories and links
- Expand memory details using execute_forgetful_tool("get_memory", {"memory_id": <id>}) to obtain documents, code artifacts, and related memories
- Discover entities linked to discovered projects with execute_forgetful_tool("list_entities", {"project_ids": [<discovered project ids>]})
- Explicitly link entities to projects for organizational grouping with execute_forgetful_tool("link_entity_to_project", {"entity_id": <id>, "project_id": <id>})
- Map relationships between key entities via execute_forgetful_tool("get_entity_relationships", {"entity_id": <id>, "direction": "both"})
- Retrieve memories linked to entities via execute_forgetful_tool("get_entity_memories", {"entity_id": <id>})
- Present results grouped by Memories, Entities, Artifacts, and Graph Summary to guide follow-up queries
- Use Depth Control to choose Shallow/Medium/Deep exploration based on task complexity
Quick Start
Run a semantic search for your topic:
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
})
