Individual skill

atlas-graph-query

Reference for querying the Atlas knowledge graph through its MCP tools — the SECONDARY enrichment/comparison layer that adds best-practice context to systems you have ALREADY scanned from your real sources (`az`, repos, dirs). Use when you need to look up nodes, edges, kinds, clusters, stats, or wiki pages in Atlas to compare against your real inventory. (atlas graph, query atlas, atlas mcp, search the graph, graph neighbors, atlas record, atlas kinds, enrichment layer)

plugins/atlas-unified/skills/atlas-graph-query/SKILL.md

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Nov 1, 2026
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# atlas-graph-query

A thin reference for the Atlas knowledge-graph MCP tool surface so any agent
(including sub-agents) can query the graph without re-deriving conventions. The
server URL is wired natively by the `atlas` plugin and is overridable via
`ATLAS_MCP_URL`. Never invent node ids — only use ids returned by these tools.

> **Position: this is the SECONDARY / enrichment layer.** The `atlas` plugin is
> scan-first — it inventories your REAL systems by scanning your actual sources
> (Azure via read-only `az`, git repos, local directories) and process/data
> mining them. The graph queries below are used ONLY to add best-practice /
> comparison context to those already-discovered real systems. Do NOT use the
> graph as the primary content, and never pad a real inventory with generic
> catalog nodes. Tie every graph lookup back to a real scanned system.
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