Initial commit

.claude/skills/memory-graph/operations.md

@@ -0,0 +1,113 @@
+# Memory Graph Operations (I/O)
+
+Use the fully-qualified tool names with the MCP prefix: `mcp__memory__<tool>`.
+
+All tools below belong to the server `memory`.
+
+## create_entities
+Create multiple new entities. Skips any entity whose `name` already exists.
+
+Input
+```
+{
+  "entities": [
+    {
+      "name": "string",
+      "entityType": "string",
+      "observations": ["string", "string"]
+    }
+  ]
+}
+```
+
+## create_relations
+Create multiple relations. Skips duplicates.
+
+Input
+```
+{
+  "relations": [
+    {
+      "from": "string",
+      "to": "string",
+      "relationType": "string"  // active voice, e.g. "depends_on", "owned_by"
+    }
+  ]
+}
+```
+
+## add_observations
+Add observations to existing entities. Fails if `entityName` doesn’t exist.
+
+Input
+```
+{
+  "observations": [
+    {
+      "entityName": "string",
+      "contents": ["string", "string"]
+    }
+  ]
+}
+```
+
+## delete_entities
+Remove entities and cascade their relations. No-op if missing.
+
+Input
+```
+{ "entityNames": ["string", "string"] }
+```
+
+## delete_observations
+Remove specific observations from entities. No-op if missing.
+
+Input
+```
+{
+  "deletions": [
+    {
+      "entityName": "string",
+      "observations": ["string", "string"]
+    }
+  ]
+}
+```
+
+## delete_relations
+Remove specific relations. No-op if missing.
+
+Input
+```
+{
+  "relations": [
+    {
+      "from": "string",
+      "to": "string",
+      "relationType": "string"
+    }
+  ]
+}
+```
+
+## read_graph
+Return the entire graph.
+
+Input: none
+
+## search_nodes
+Fuzzy search across entity names, types, and observations.
+
+Input
+```
+{ "query": "string" }
+```
+
+## open_nodes
+Return specific nodes and relations connecting them. Skips non-existent names.
+
+Input
+```
+{ "names": ["string", "string"] }
+```
+