diff --git a/.github/styles/.gitkeep b/.github/styles/.gitkeep
new file mode 100644
index 000000000..e69de29bb
diff --git a/.github/styles/DataJourney/Style.yml b/.github/styles/DataJourney/Style.yml
new file mode 100644
index 000000000..bd473f621
--- /dev/null
+++ b/.github/styles/DataJourney/Style.yml
@@ -0,0 +1,25 @@
+extends: substitution
+message: "Use DataJourney docs style: replace '%s' with '%s'."
+level: suggestion
+ignorecase: false
+swap:
+  Datajourney: DataJourney
+  Data Journey: DataJourney
+  Github: GitHub
+  Github Actions: GitHub Actions
+  FastHtml: FastHTML
+  fastHTML: FastHTML
+  chromadb: ChromaDB
+  ChromaDb: ChromaDB
+  langchain: LangChain
+  dagster: Dagster
+  pixi: Pixi
+  revolutionary: specific
+  game-changing: useful
+  cutting-edge: current
+  world-class: high-quality
+  best-in-class: high-quality
+  supercharge: improve
+  simply: ""
+  obviously: ""
+  basically: ""
diff --git a/.github/workflows/review.yml b/.github/workflows/review.yml
index 956d08b4c..fbb8fa20a 100644
--- a/.github/workflows/review.yml
+++ b/.github/workflows/review.yml
@@ -1,6 +1,8 @@
 name: Lint prose
 permissions:
   contents: read
+  checks: write
+  pull-requests: read
 on:
   pull_request:
 
diff --git a/.vale.ini b/.vale.ini
index 9c2149758..5900b50a1 100644
--- a/.vale.ini
+++ b/.vale.ini
@@ -1,11 +1,11 @@
-StylesPath = vale-styles
+StylesPath = .github/styles
 
 MinAlertLevel = suggestion
 
 Packages = Google
 
 [*.md]
-BasedOnStyles = Vale
+BasedOnStyles = Vale, DataJourney
 
 Google.Contractions = YES
 Google.FirstPerson = YES