explore-graph

Explore Knowledge Graph

Overview

This skill provides guided exploration of an existing knowledge graph. It helps users discover entities, relationships, and patterns in their document corpus.

Tools

Use the kgmd MCP server tools: search, get_entity_tool, list_entities_tool, get_neighbors_tool, find_path_tool, list_relations_tool, get_schema_tool.

Approach

Start by understanding what the user wants to explore, then use the appropriate tools:

For topic searches

1. Call search() with the topic
2. Present matching chunks with associated entities
3. Offer to explore specific entities in detail

For entity exploration

1. Call get_entity_tool() for the full record
2. Call get_neighbors_tool(depth=2) for network context
3. Present attributes, mentions (with document sources), and all connections

For connection finding

1. Call find_path_tool() between two entities
2. Present the path with relationship types
3. Call get_neighbors_tool() on both to show alternative routes

For overview/orientation

1. Call get_schema_tool() to show entity and relation types
2. Call list_entities_tool() per type to show what's in the graph
3. Highlight the most connected or frequently mentioned entities

Presentation

• Always cite source documents when showing entity information
• Show relationship direction clearly (who → predicate → whom)
• Offer follow-up exploration paths ("Would you like to explore X further?")