azure-kusto-graph

azure-kusto-graph is a skill for Claude Code from microsoft/azure-skills. It costs 131 tokens per session (4,692 once invoked), scanned A, a copy of azure-kusto-graph, MIT.

Guidance for turning table data in Kusto, Microsoft's data-analysis service, into graphs of connected things. It covers temporary and saved graphs, relationship patterns, paths, groups, and exporting graph results back to tables.

In plain words
What is it for?
Use it to define graph nodes and connections, find matching patterns, calculate shortest paths, identify connected groups, save graph models, and export results.
Why use it?
Finding relationships in rows and columns can be difficult when the data forms a network. Graph operations make connections, paths, and groups easier to query.

Skill for Claude Code ✓ vendor

Written for Claude Code: shipped in a Claude Code plugin.

Part of the azure-kusto-graph-skills plugin — 3 skills, 1 MCP server shipped together

Good fit Use it to define graph nodes and connections, find matching patterns, calculate shortest paths, identify connected groups, save graph models, and export results.

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Install with agentmods
npx agentmods add skills/microsoft/azure-skills/azure-kusto-graph
About the project

Azure Skills Plugin is an agent plugin that packages Azure-specific guidance with MCP server configurations for carrying out Azure work. Coding agents use it to plan, deploy, troubleshoot, monitor, govern, and optimize Azure applications and services. The catalogue entries are the plugin's skills, instructions, and execution integrations.

microsoft/azure-skills · 1,463 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add microsoft/azure-skills --skill azure-kusto-graph
Clone the repo
git clone --depth 1 https://github.com/microsoft/azure-skills

Made for: Claude Code.

Or install azure-kusto-graph-skills, the plugin that ships this one along with the rest of its 3 skills, 1 MCP server.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for azure-kusto-graph

README.md
[![agentmods](https://agentmods.dev/badge/skills/microsoft/azure-skills/azure-kusto-graph/github.svg)](https://agentmods.dev/skills/microsoft/azure-skills/azure-kusto-graph)
Your own site
<a href="https://agentmods.dev/skills/microsoft/azure-skills/azure-kusto-graph"><img src="https://agentmods.dev/badge/skills/microsoft/azure-skills/azure-kusto-graph/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for azure-kusto-graph

Your own site · 80×15
<a href="https://agentmods.dev/skills/microsoft/azure-skills/azure-kusto-graph"><img src="https://agentmods.dev/badge/skills/microsoft/azure-skills/azure-kusto-graph.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 131 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,692 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 10 Aug 2026
  • Snyk pass 10 Aug 2026
How audits are shown
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00131 $0.04692
Opus 5 $0.00066 $0.02346
Sonnet 5 $0.00026 $0.00938
Haiku 4.5 $0.00013 $0.00469

Measured 11d ago against content hash 6878ae49f9bd, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

azure-kusto-graph scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to azure-kusto-graph — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.github/plugins/azure-kusto-graph-skills/skills/azure-kusto-graph/SKILL.md · 471 lines

How it starts

The opening of the file, as written. The whole thing — 471 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

The Edges-First Approach

The fundamental pattern for building graphs in Kusto:

1. Define your EDGES       -> src --> dest, with relationship type/properties
2. Define your NODE LOOKUPS -> display names, types, properties for each node ID
3. Union edge types         -> if you have multiple relationship types
4. Union node lookups       -> if you have multiple node types
5. Call make-graph          -> edges | make-graph Source --> Target with nodes on nodeId

This is how to think in make-graph. Edges are the relationships you care about. Nodes are lookup tables that give those IDs a face -- display names, types, properties.

Read the full file on GitHub · 471 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 11d ago First seen · 471 lines · 131 tokens per session scan A 6878ae49f9bd

Subscribe to this mod's changes

azure-kusto-graph is a skill published in the GitHub repository microsoft/azure-skills (1,463 stars, last pushed yesterday), licensed MIT. It adds 131 tokens to every session and 4,692 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to azure-kusto-graph, differing in 0 lines, and is treated as a copy.

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