diff --git a/package.json b/package.json
index 0cb50dc167e6e..b615a2ace3363 100644
--- a/package.json
+++ b/package.json
@@ -18,9 +18,12 @@
     "@testing-library/jest-dom": "^5.11.0",
     "axios": "^0.19.2",
     "axios-mock-adapter": "^1.18.1",
+    "color-contrast-checker": "^2.1.0",
     "css-to-object": "^1.1.0",
+    "hjson": "^3.2.2",
     "husky": "^4.2.5",
     "jest": "^26.1.0",
+    "lodash.snakecase": "^4.1.1",
     "parse-diff": "^0.7.0"
   },
   "dependencies": {
diff --git a/scripts/preview-theme.js b/scripts/preview-theme.js
index 31622c6a7d400..f9be3f99989b8 100644
--- a/scripts/preview-theme.js
+++ b/scripts/preview-theme.js
@@ -1,6 +1,10 @@
 const core = require("@actions/core");
 const github = require("@actions/github");
 const parse = require("parse-diff");
+const Hjson = require("hjson");
+const snakeCase = require("lodash.snakecase");
+const ColorContrastChecker = require("color-contrast-checker");
+
 require("dotenv").config();
 
 function getPrNumber() {
@@ -21,6 +25,8 @@ const themeContribGuidelines = `
 
 async function run() {
   try {
+    const ccc = new ColorContrastChecker();
+    const warnings = [];
     const token = core.getInput("token");
     const octokit = github.getOctokit(token || process.env.PERSONAL_TOKEN);
     const pullRequestId = getPrNumber();
@@ -30,7 +36,7 @@ async function run() {
       return;
     }
 
-    let res = await octokit.pulls.get({
+    const res = await octokit.pulls.get({
       owner: "anuraghazra",
       repo: "github-readme-stats",
       pull_number: pullRequestId,
@@ -39,15 +45,20 @@ async function run() {
       },
     });
 
-    let diff = parse(res.data);
-    let colorStrings = diff
+    const diff = parse(res.data);
+    const content = diff
       .find((file) => file.to === "themes/index.js")
       .chunks[0].changes.filter((c) => c.type === "add")
       .map((c) => c.content.replace("+", ""))
       .join("");
 
-    let matches = colorStrings.match(/(title_color:.*bg_color.*\")/);
-    let colors = matches && matches[0].split(",");
+    const themeObject = Hjson.parse(content);
+    const themeName = Object.keys(themeObject)[0];
+    const colors = themeObject[themeName];
+
+    if (themeName !== snakeCase(themeName)) {
+      warnings.push("Theme name isn't in snake_case");
+    }
 
     if (!colors) {
       await octokit.issues.createComment({
@@ -64,22 +75,39 @@ async function run() {
       });
       return;
     }
-    colors = colors.map((color) =>
-      color.replace(/.*\:\s/, "").replace(/\"/g, ""),
-    );
-
-    const titleColor = colors[0];
-    const iconColor = colors[1];
-    const textColor = colors[2];
-    const bgColor = colors[3];
+
+    const titleColor = colors.title_color;
+    const iconColor = colors.icon_color;
+    const textColor = colors.text_color;
+    const bgColor = colors.bg_color;
     const url = `https://github-readme-stats.vercel.app/api?username=anuraghazra&title_color=${titleColor}&icon_color=${iconColor}&text_color=${textColor}&bg_color=${bgColor}&show_icons=true`;
 
+    const colorPairs = {
+      title_color: [titleColor, bgColor],
+      icon_color: [iconColor, bgColor],
+      text_color: [textColor, bgColor],
+    };
+
+    // check color contrast
+    Object.keys(colorPairs).forEach((key) => {
+      const color1 = colorPairs[key][0];
+      const color2 = colorPairs[key][1];
+      if (!ccc.isLevelAA(`#${color1}`, `#${color2}`)) {
+        const permalink = `https://webaim.org/resources/contrastchecker/?fcolor=${color1}&bcolor=${color2}`;
+        warnings.push(
+          `\`${key}\` does not passes [AA contrast ratio](${permalink})`,
+        );
+      }
+    });
+
     await octokit.issues.createComment({
       owner: "anuraghazra",
       repo: "github-readme-stats",
       body: `
       \r**Automated Theme preview**  
       
+      \r${warnings.map((warning) => `- :warning: ${warning}\n`).join("")}
+
       \ntitle_color: <code>#${titleColor}</code> | icon_color: <code>#${iconColor}</code> | text_color: <code>#${textColor}</code> | bg_color: <code>#${bgColor}</code>
       
       \r[Preview Link](${url})