diff --git a/extensions/ql-vscode/CHANGELOG.md b/extensions/ql-vscode/CHANGELOG.md
index 437c23ced..80e580274 100644
--- a/extensions/ql-vscode/CHANGELOG.md
+++ b/extensions/ql-vscode/CHANGELOG.md
@@ -5,6 +5,7 @@
 - Add a prompt to the "Quick query" command to encourage users in single-folder workspaces to use "Create query" instead. [#3082](https://github.com/github/vscode-codeql/pull/3082)
 - Remove support for CodeQL CLI versions older than 2.11.6. [#3087](https://github.com/github/vscode-codeql/pull/3087)
 - Preserve focus on results viewer when showing a location in a file. [#3088](https://github.com/github/vscode-codeql/pull/3088)
+- The `dataflowtracking` and `tainttracking` snippets expand to the new module-based interface. [#3091](https://github.com/github/vscode-codeql/pull/3091)
 
 ## 1.10.0 - 16 November 2023
 
diff --git a/extensions/ql-vscode/snippets.json b/extensions/ql-vscode/snippets.json
index 5ad3f5a67..198e4eec9 100644
--- a/extensions/ql-vscode/snippets.json
+++ b/extensions/ql-vscode/snippets.json
@@ -30,34 +30,34 @@
   "Dataflow Tracking Class": {
     "prefix": "dataflowtracking",
     "body": [
-      "class $1 extends DataFlow::Configuration {",
-      "\t$1() { this = \"$1\" }",
-      "\t",
-      "\toverride predicate isSource(DataFlow::Node node) {",
+      "module $1 implements DataFlow::ConfigSig {",
+      "\tpredicate isSource(DataFlow::Node node) {",
       "\t\t${2:none()}",
       "\t}",
-      "\t",
-      "\toverride predicate isSink(DataFlow::Node node) {",
+      "",
+      "\tpredicate isSink(DataFlow::Node node) {",
       "\t\t${3:none()}",
       "\t}",
-      "}"
+      "}",
+      "",
+      "module ${4:Flow} = DataFlow::Global<$1>;"
     ],
     "description": "Boilerplate for a dataflow tracking class"
   },
   "Taint Tracking Class": {
     "prefix": "tainttracking",
     "body": [
-      "class $1 extends TaintTracking::Configuration {",
-      "\t$1() { this = \"$1\" }",
-      "\t",
-      "\toverride predicate isSource(DataFlow::Node node) {",
+      "module $1 implements DataFlow::ConfigSig {",
+      "\tpredicate isSource(DataFlow::Node node) {",
       "\t\t${2:none()}",
       "\t}",
-      "\t",
-      "\toverride predicate isSink(DataFlow::Node node) {",
+      "",
+      "\tpredicate isSink(DataFlow::Node node) {",
       "\t\t${3:none()}",
       "\t}",
-      "}"
+      "}",
+      "",
+      "module ${4:Flow} = TaintTracking::Global<$1>;"
     ],
     "description": "Boilerplate for a taint tracking class"
   },