Kusto Graph Semantics

Build transient and persistent graphs from tabular data using KQL graph operators. This skill translates natural language into the edges-first graph construction pattern and graph query operators.

Activation Triggers

Use this skill when the user:

• Wants to build a graph from tabular data (make-graph)
• Asks to find patterns, paths, or relationships in data
• Mentions graph-match, graph-shortest-paths, graph-to-table, graph-mark-components
• Wants to create a persistent graph model or snapshot
• Says "build a graph", "find the shortest path", "find connected components", "show relationships"
• Asks about transient vs persistent graphs

Not a natural-language-to-KQL converter. The input should generally be a working KQL query whose results the user wants converted to a graph, plus a natural-language description of the desired graph structure. Basic NL source requests are supported only when they map directly to a known table with obvious columns. For general NL-to-KQL conversion, use a dedicated query-generation skill (available separately).

Complementary skills:

• azure-kusto-irql -- composable security query primitives that produce the tabular inputs for graphs
• azure-kusto-irql-graph -- IRQL's Lift_To_Graph JSON mapping system for richly-typed, icon-decorated graphs in Kusto Explorer