Skills for Real Engineers. Straight from my .agents directory.
atlas-graph-query
Agent skill froma5c-ai/babysitter
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)
How to install atlas-graph-query
npx skills add a5c-ai/babysitter# or add only this skill to Claude Code: copy the folder
plugins/atlas-unified/skills/atlas-graph-query/
# into
~/.claude/skills/atlas-graph-query/ (all projects)
.claude/skills/atlas-graph-query/ (one project)
1# atlas-graph-query23A thin reference for the Atlas knowledge-graph MCP tool surface so any agent4(including sub-agents) can query the graph without re-deriving conventions. The5server URL is wired natively by the `atlas` plugin and is overridable via6`ATLAS_MCP_URL`. Never invent node ids — only use ids returned by these tools.78> **Position: this is the SECONDARY / enrichment layer.** The `atlas` plugin is9> scan-first — it inventories your REAL systems by scanning your actual sources10> (Azure via read-only `az`, git repos, local directories) and process/data11> mining them. The graph queries below are used ONLY to add best-practice /12> comparison context to those already-discovered real systems. Do NOT use the13> graph as the primary content, and never pad a real inventory with generic14> catalog nodes. Tie every graph lookup back to a real scanned system.1516## Tools1718### `mcp__atlas__atlas_public_search`19Full-text/semantic search over the graph. Key params: `q` (query), optional20`kind` filter, `limit`. Prefer it to find seed/anchor nodes from need terms.2122### `mcp__atlas__atlas_public_record`23Fetch one node's full record by `id` (fields + edges). Use `expandNeighbors` to24pull immediate relations in one call. Prefer it to read detail once you have ids.2526### `mcp__atlas__atlas_public_neighbors`27Traverse the graph from a node. Key params: `id`, `depth`, `edges` (edge-kind28filter), `kinds` (node-kind filter). Prefer it to expand a subsystem from anchors.29…
Excerpt shown under the repository's MIT license.
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