diff --git a/packages/@vuepress/core/lib/internal-plugins/palette/index.js b/packages/@vuepress/core/lib/internal-plugins/palette/index.js
index 3120e9e47b..ca312481a2 100644
--- a/packages/@vuepress/core/lib/internal-plugins/palette/index.js
+++ b/packages/@vuepress/core/lib/internal-plugins/palette/index.js
@@ -22,6 +22,7 @@ module.exports = (options, ctx) => ({
 
     const themePalette = path.resolve(ctx.themePath, 'styles/palette.styl')
     const userPalette = path.resolve(sourceDir, '.vuepress/styles/palette.styl')
+      .replace(/[\\]+/g, '/')
 
     const themePaletteContent = fs.existsSync(themePalette)
       ? `@import(${JSON.stringify(themePalette)})`
diff --git a/packages/@vuepress/core/lib/internal-plugins/style/index.js b/packages/@vuepress/core/lib/internal-plugins/style/index.js
index cd89b965bc..e1754e8bbe 100644
--- a/packages/@vuepress/core/lib/internal-plugins/style/index.js
+++ b/packages/@vuepress/core/lib/internal-plugins/style/index.js
@@ -17,6 +17,7 @@ module.exports = (options, ctx) => ({
 
     const themeStyle = path.resolve(ctx.themePath, 'styles/index.styl')
     const userStyle = path.resolve(sourceDir, '.vuepress/styles/index.styl')
+      .replace(/[\\]+/g, '/')
 
     const themeStyleContent = fs.existsSync(themeStyle)
       ? `@import(${JSON.stringify(themeStyle)})`