diff --git a/conductor-setup.sh b/conductor-setup.sh
new file mode 100755
index 00000000000..9a0a58136ff
--- /dev/null
+++ b/conductor-setup.sh
@@ -0,0 +1,46 @@
+#!/usr/bin/env bash
+set -e
+
+RED='\033[0;31m'
+GREEN='\033[0;32m'
+NC='\033[0m'
+
+error() { echo -e "${RED}✗${NC} $1"; exit 1; }
+success() { echo -e "${GREEN}✓${NC} $1"; }
+
+echo "🚀 Setting up Superset workspace..."
+
+# Check dependencies
+command -v bun &> /dev/null || error "Bun not installed. Install from https://bun.sh"
+command -v neonctl &> /dev/null || error "Neon CLI not installed. Run: npm install -g neonctl"
+command -v jq &> /dev/null || error "jq not installed. Run: brew install jq"
+
+# Install dependencies
+echo "📥 Installing dependencies..."
+bun install
+success "Dependencies installed"
+
+# Link direnv config
+echo "🔧 Linking .envrc..."
+ln -sf "$CONDUCTOR_ROOT_PATH/.envrc" .envrc
+success "direnv configured"
+
+# Create Neon branch for this workspace
+echo "🗄️  Creating Neon branch..."
+WORKSPACE_NAME=$(basename "${CONDUCTOR_WORKSPACE_PATH:-$PWD}")
+NEON_OUTPUT=$(neonctl branches create \
+  --project-id tiny-cherry-82420694 \
+  --name "$WORKSPACE_NAME" \
+  --output json)
+
+# Parse connection strings and create .env
+DATABASE_URL=$(echo "$NEON_OUTPUT" | jq -r '.connection_uris[0].connection_uri')
+DATABASE_POOLED_URL=$(echo "$NEON_OUTPUT" | jq -r '.connection_uris[1].connection_uri // empty')
+
+cat > .env << EOF
+DATABASE_URL=$DATABASE_URL
+DATABASE_POOLED_URL=$DATABASE_POOLED_URL
+EOF
+
+success "Neon branch created: $WORKSPACE_NAME"
+echo "✨ Done!"
diff --git a/conductor.json b/conductor.json
new file mode 100644
index 00000000000..1ff746037b9
--- /dev/null
+++ b/conductor.json
@@ -0,0 +1,5 @@
+{
+  "scripts": {
+    "setup": "./conductor-setup.sh"
+  }
+}