diff --git a/scripts/find-unused-images.js b/scripts/find-unused-images.js
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+#!/usr/bin/env node
+/**
+ * find-unused-images.js
+ *
+ * Scans the "microsoft-edge" folder for "*-images" folders (each one holding
+ * the screenshots/pictures used by the article that shares its base name,
+ * e.g. "focus.md" -> "focus-images/") and detects image files inside them
+ * that are not referenced from their matching sibling article.
+ *
+ * By default this runs in "dry run" mode and only prints a report of
+ * the unused images it finds. Pass --delete to actually delete them.
+ *
+ * Usage:
+ *   node scripts/find-unused-images.js [--delete] [--json] [--verbose]
+ *
+ * This script only ever scans the "microsoft-edge" top-level folder of the
+ * repository (sibling of "scripts"); nothing outside of it is walked.
+ *
+ * Arguments:
+ *   --delete    Actually delete the unused image files (otherwise dry run).
+ *   --json      Print the report as JSON instead of human-readable text.
+ *   --verbose   Also print every image file that IS in use.
+ *
+ * Notes / assumptions:
+ *   - Every "<name>-images" folder is expected to sit right next to its
+ *     matching "<name>.md" article, in the same directory
+ *     (e.g. "focus.md" and "focus-images/" are siblings).
+ *   - An image is considered "used" only if its filename (case-insensitive)
+ *     is referenced from that one matching article file. A reference to an
+ *     image of the same name from a *different* article does NOT count as
+ *     "used" - each images folder is checked strictly against its own
+ *     sibling article.
+ *   - If no matching "<name>.md" article exists next to a "<name>-images"
+ *     folder, every image inside that folder is reported as unused (there
+ *     is no article that could be using them).
+ */
+
+import fs from 'fs';
+import path from 'path';
+import { fileURLToPath } from 'url';
+
+const __filename = fileURLToPath(import.meta.url);
+const __dirname = path.dirname(__filename);
+
+const IMAGE_EXTENSIONS = new Set([
+  '.png', '.jpg', '.jpeg', '.gif', '.svg', '.webp', '.bmp', '.ico'
+]);
+
+function parseArgs(argv) {
+  const args = {
+    delete: false,
+    json: false,
+    verbose: false,
+  };
+
+  for (const arg of argv) {
+    if (arg === '--delete') {
+      args.delete = true;
+    } else if (arg === '--json') {
+      args.json = true;
+    } else if (arg === '--verbose') {
+      args.verbose = true;
+    }
+  }
+
+  return args;
+}
+
+/**
+ * Recursively walks a directory, invoking a callback for every "*-images"
+ * directory found.
+ */
+function walk(dir, onImagesDir) {
+  let entries;
+  try {
+    entries = fs.readdirSync(dir, { withFileTypes: true });
+  } catch (err) {
+    return;
+  }
+
+  for (const entry of entries) {
+    if (!entry.isDirectory()) continue;
+
+    const fullPath = path.join(dir, entry.name);
+
+    if (/-images$/i.test(entry.name)) {
+      onImagesDir(fullPath);
+    }
+    walk(fullPath, onImagesDir);
+  }
+}
+
+/**
+ * Collects all "*-images" directories under root.
+ */
+function collectImagesDirs(rootDir) {
+  const imagesDirs = [];
+  walk(rootDir, (dirPath) => imagesDirs.push(dirPath));
+  return imagesDirs;
+}
+
+/**
+ * Lists image files (by extension) directly inside a given "*-images" folder.
+ * Does not recurse into subfolders of an images folder, but does report them
+ * separately so nothing is silently skipped.
+ */
+function listImageFiles(imagesDir) {
+  const files = [];
+  const subDirs = [];
+
+  let entries;
+  try {
+    entries = fs.readdirSync(imagesDir, { withFileTypes: true });
+  } catch (err) {
+    return { files, subDirs };
+  }
+
+  for (const entry of entries) {
+    const fullPath = path.join(imagesDir, entry.name);
+    if (entry.isDirectory()) {
+      subDirs.push(fullPath);
+    } else if (entry.isFile()) {
+      if (IMAGE_EXTENSIONS.has(path.extname(entry.name).toLowerCase())) {
+        files.push(fullPath);
+      }
+    }
+  }
+
+  return { files, subDirs };
+}
+
+/**
+ * Builds a lowercase Set of every image filename referenced from a single
+ * article's Markdown content, by scanning for the "<images-folder>/<filename>"
+ * pattern.
+ */
+function buildUsedImageNameSetForArticle(articleFilePath) {
+  // Matches things like:  something-images/some-file.name.png
+  // Captures the filename portion after the last "-images/" segment,
+  // stopping at a closing paren, quote, whitespace, or `#`/`?` (anchors/query).
+  const referencePattern = /-images\/([^\s")'?#]+)/gi;
+
+  const used = new Set();
+
+  let content;
+  try {
+    content = fs.readFileSync(articleFilePath, 'utf8');
+  } catch (err) {
+    return used;
+  }
+
+  let match;
+  while ((match = referencePattern.exec(content)) !== null) {
+    const rawName = match[1];
+    // Strip any trailing markdown title syntax like `pic.png "title"`,
+    // and decode simple URL-encoding (e.g. %20 -> space).
+    let fileName = rawName.split(/["']/)[0];
+    try {
+      fileName = decodeURIComponent(fileName);
+    } catch (err) {
+      // Ignore malformed percent-encoding, use raw value.
+    }
+    used.add(fileName.toLowerCase());
+  }
+
+  return used;
+}
+
+function formatBytes(bytes) {
+  if (bytes < 1024) return `${bytes} B`;
+  const kb = bytes / 1024;
+  if (kb < 1024) return `${kb.toFixed(1)} KB`;
+  return `${(kb / 1024).toFixed(2)} MB`;
+}
+
+function main() {
+  const args = parseArgs(process.argv.slice(2));
+  const rootDir = path.resolve(__dirname, '..', 'microsoft-edge');
+
+  if (!fs.existsSync(rootDir)) {
+    console.error(`Error: root directory does not exist: ${rootDir}`);
+    process.exit(1);
+  }
+
+  console.error(`Scanning "${rootDir}" for "*-images" folders...`);
+  const imagesDirs = collectImagesDirs(rootDir);
+  console.error(`Found ${imagesDirs.length} images folder(s).`);
+
+  const report = {
+    rootDir,
+    imagesDirCount: imagesDirs.length,
+    unusedFiles: [],
+    usedFiles: [],
+    unexpectedSubDirs: [],
+    missingArticles: [],
+  };
+
+  let totalUnusedBytes = 0;
+
+  for (const imagesDir of imagesDirs) {
+    const folderName = path.basename(imagesDir);
+    const articleBaseName = folderName.replace(/-images$/i, '');
+    const articleFilePath = path.join(path.dirname(imagesDir), `${articleBaseName}.md`);
+    const articleExists = fs.existsSync(articleFilePath);
+
+    if (!articleExists) {
+      report.missingArticles.push({ imagesDir, articleFilePath });
+    }
+
+    const usedNames = articleExists
+      ? buildUsedImageNameSetForArticle(articleFilePath)
+      : new Set();
+
+    const { files, subDirs } = listImageFiles(imagesDir);
+
+    for (const dir of subDirs) {
+      report.unexpectedSubDirs.push(dir);
+    }
+
+    for (const filePath of files) {
+      const fileName = path.basename(filePath).toLowerCase();
+      const isUsed = usedNames.has(fileName);
+
+      if (isUsed) {
+        report.usedFiles.push(filePath);
+      } else {
+        let size = 0;
+        try {
+          size = fs.statSync(filePath).size;
+        } catch (err) {
+          // ignore
+        }
+        totalUnusedBytes += size;
+        report.unusedFiles.push({ path: filePath, size });
+      }
+    }
+  }
+
+  report.totalUnusedBytes = totalUnusedBytes;
+
+  if (args.json) {
+    console.log(JSON.stringify(report, null, 2));
+  } else {
+    console.log('');
+    console.log('='.repeat(70));
+    console.log('Unused image report');
+    console.log('='.repeat(70));
+    console.log(`Images folders scanned : ${report.imagesDirCount}`);
+    console.log(`Used images            : ${report.usedFiles.length}`);
+    console.log(`Unused images          : ${report.unusedFiles.length}`);
+    console.log(`Reclaimable size       : ${formatBytes(report.totalUnusedBytes)}`);
+
+    if (report.missingArticles.length) {
+      console.log('');
+      console.log(`Note: found ${report.missingArticles.length} images folder(s) with no matching sibling article (all their images are reported unused):`);
+      for (const { imagesDir, articleFilePath } of report.missingArticles) {
+        console.log(`  - ${path.relative(rootDir, imagesDir)} (expected ${path.relative(rootDir, articleFilePath)})`);
+      }
+    }
+
+    if (report.unexpectedSubDirs.length) {
+      console.log('');
+      console.log(`Note: found ${report.unexpectedSubDirs.length} sub-folder(s) inside "*-images" folders (not scanned for files):`);
+      for (const dir of report.unexpectedSubDirs) {
+        console.log(`  - ${path.relative(rootDir, dir)}`);
+      }
+    }
+
+    if (report.unusedFiles.length) {
+      console.log('');
+      console.log('Unused files:');
+      for (const f of report.unusedFiles) {
+        console.log(`  - ${path.relative(rootDir, f.path)} (${formatBytes(f.size)})`);
+      }
+    }
+
+    if (args.verbose && report.usedFiles.length) {
+      console.log('');
+      console.log('Used files:');
+      for (const f of report.usedFiles) {
+        console.log(`  - ${path.relative(rootDir, f)}`);
+      }
+    }
+  }
+
+  if (args.delete) {
+    console.error('');
+    console.error(`Deleting ${report.unusedFiles.length} unused file(s)...`);
+    let deleted = 0;
+    for (const f of report.unusedFiles) {
+      try {
+        fs.unlinkSync(f.path);
+        deleted++;
+      } catch (err) {
+        console.error(`  Failed to delete ${f.path}: ${err.message}`);
+      }
+    }
+    console.error(`Deleted ${deleted} file(s).`);
+  } else if (report.unusedFiles.length) {
+    console.error('');
+    console.error('Dry run only - no files were deleted. Re-run with --delete to remove the unused files listed above.');
+  }
+}
+
+main();
+