diff --git a/action.yml b/action.yml
index aa41ec0..8aeab67 100644
--- a/action.yml
+++ b/action.yml
@@ -4,6 +4,10 @@ branding:
   icon: align-justify
   color: yellow
 inputs:
+  compact-by-topic:
+    description: 'Generate another page with output compacted by github topics'
+    default: 'false'
+    required: false
   api-token:
     description: 'Personal API Token'
     required: true
diff --git a/package-lock.json b/package-lock.json
index c42fc8a..bf72494 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -12,7 +12,7 @@
         "@actions/core": "^1.9.0",
         "@actions/exec": "^1.1.1",
         "ejs": "^3.1.8",
-        "gh-star-fetch": "^1.3.0",
+        "gh-star-fetch": "^1.5.0",
         "got": "^11.8.1",
         "remark": "^14.0.2",
         "remark-toc": "^8.0.1"
@@ -3977,9 +3977,9 @@
       }
     },
     "node_modules/gh-star-fetch": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/gh-star-fetch/-/gh-star-fetch-1.3.0.tgz",
-      "integrity": "sha512-Y+KXjioTWHGwoUI4domY86VmGXmTxfTPX05e1Uc+tGjuf0dL9tTwOlgmilEQluJ5o6sZIjxspy2ctZAP844N1Q==",
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/gh-star-fetch/-/gh-star-fetch-1.5.0.tgz",
+      "integrity": "sha512-sydnncz2w+r7d2aNXU/o6QeuDzY3ZHSqlNBCbTVoD39LegjW7wGKSkCndycjfXJEfu0ZqUg6lYGaWsPpXmvL5Q==",
       "dependencies": {
         "got": "^11.8.3",
         "parse-link-header": "^2.0.0"
@@ -14515,9 +14515,9 @@
       }
     },
     "gh-star-fetch": {
-      "version": "1.3.0",
-      "resolved": "https://registry.npmjs.org/gh-star-fetch/-/gh-star-fetch-1.3.0.tgz",
-      "integrity": "sha512-Y+KXjioTWHGwoUI4domY86VmGXmTxfTPX05e1Uc+tGjuf0dL9tTwOlgmilEQluJ5o6sZIjxspy2ctZAP844N1Q==",
+      "version": "1.5.0",
+      "resolved": "https://registry.npmjs.org/gh-star-fetch/-/gh-star-fetch-1.5.0.tgz",
+      "integrity": "sha512-sydnncz2w+r7d2aNXU/o6QeuDzY3ZHSqlNBCbTVoD39LegjW7wGKSkCndycjfXJEfu0ZqUg6lYGaWsPpXmvL5Q==",
       "requires": {
         "got": "^11.8.3",
         "parse-link-header": "^2.0.0"
diff --git a/package.json b/package.json
index 27835ff..5b5a861 100644
--- a/package.json
+++ b/package.json
@@ -56,7 +56,7 @@
     "@actions/core": "^1.9.0",
     "@actions/exec": "^1.1.1",
     "ejs": "^3.1.8",
-    "gh-star-fetch": "^1.3.0",
+    "gh-star-fetch": "^1.5.0",
     "got": "^11.8.1",
     "remark": "^14.0.2",
     "remark-toc": "^8.0.1"
diff --git a/src/index.ts b/src/index.ts
index 23fbe91..f4249ea 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -1,7 +1,11 @@
 import path from 'path';
 import * as core from '@actions/core';
 import { readFile } from 'fs/promises';
-import ghStarFetch from 'gh-star-fetch';
+import ghStarFetch, {
+  Options,
+  compactByLanguage,
+  compactByTopic,
+} from 'gh-star-fetch';
 
 import {
   renderer,
@@ -27,32 +31,56 @@ export async function main() {
     core.info("Couldn't find template file, using default");
   }
 
-  const sortedByLanguages = await ghStarFetch({
+  const opts: Partial<Options> = {
     accessToken: core.getInput('api-token', { required: true }),
-    compactByLanguage: true,
-  });
+  };
 
-  const rendered = await renderer(
+  const results = await ghStarFetch(opts);
+
+  const files = [];
+
+  const compactedByLanguage = compactByLanguage(results);
+  const byLanguage = await renderer(
     {
       username: REPO_USERNAME,
-      stars: Object.entries(sortedByLanguages),
+      stars: Object.entries(compactedByLanguage),
       updatedAt: Date.now(),
     },
     template
   );
 
-  const markdown: string = await generateMd(rendered);
-
-  await git.pushNewFiles([
+  files.push(
     {
       filename: MARKDOWN_FILENAME,
-      data: markdown,
+      data: await generateMd(byLanguage),
     },
     {
       filename: 'data.json',
-      data: JSON.stringify(sortedByLanguages, null, 2),
-    },
-  ]);
+      data: JSON.stringify(compactedByLanguage, null, 2),
+    }
+  );
+
+  const shouldCompactByTopic =
+    !!core.getInput('compact-by-topic') ||
+    core.getInput('compact-by-topic') === 'true';
+
+  if (shouldCompactByTopic) {
+    const compactedByTopic = compactByTopic(results);
+    const byTopic = await renderer(
+      {
+        username: REPO_USERNAME,
+        stars: Object.entries(compactedByTopic),
+        updatedAt: Date.now(),
+      },
+      template
+    );
+    files.push({
+      filename: 'TOPICS.md',
+      data: await generateMd(byTopic),
+    });
+  }
+
+  await git.pushNewFiles(files);
 }
 
 export async function run(): Promise<void> {