diff --git a/cli/engine/engines/regex/detect-text.mjs b/cli/engine/engines/regex/detect-text.mjs
index 8bce32525..1545ea060 100644
--- a/cli/engine/engines/regex/detect-text.mjs
+++ b/cli/engine/engines/regex/detect-text.mjs
@@ -42,6 +42,7 @@ function shouldRunPageAnalyzers(content, filePath) {
 }
 
 const JS_SOURCE_EXTS = new Set(['.js', '.jsx', '.ts', '.tsx', '.mjs', '.cjs']);
+const STYLESHEET_EXTS = new Set(['.css', '.scss', '.sass', '.less']);
 const REGEX_PREFIX_KEYWORDS = new Set(['await', 'case', 'default', 'delete', 'do', 'else', 'in', 'instanceof', 'new', 'of', 'return', 'throw', 'typeof', 'void', 'yield']);
 const BLOCK_BRACE_PREFIX_KEYWORDS = new Set(['do', 'else', 'finally', 'try']);
 
@@ -256,6 +257,27 @@ function stripCssComments(content) {
   return content.replace(/\/\*[\s\S]*?\*\//g, comment => comment.replace(/[^\n]/g, ' '));
 }
 
+function blankHtmlComments(text) {
+  return text.replace(/<!--[\s\S]*?-->/g, comment => comment.replace(/[^\n]/g, ' '));
+}
+
+function blankAstroFrontmatterComments(text) {
+  if (!text.startsWith('---')) return text;
+  const close = text.indexOf('\n---', 3);
+  if (close === -1) return text;
+  return stripJsComments(text.slice(0, close)) + text.slice(close);
+}
+
+function blankCommentsForMatchers(text, ext) {
+  if (PAGE_ANALYZER_EXTS.has(ext)) {
+    let next = stripCssComments(blankHtmlComments(text));
+    if (ext === '.astro') next = blankAstroFrontmatterComments(next);
+    return next;
+  }
+  if (STYLESHEET_EXTS.has(ext)) return stripCssComments(text);
+  return text;
+}
+
 function firstOverusedGoogleFont(text) {
   return extractGoogleFontFamilies(text).find(f => OVERUSED_FONTS.has(f)) || '';
 }
@@ -1028,14 +1050,13 @@ function detectText(content, filePath, options = {}) {
   const ext = extFromFilePath(filePath);
   const commentStrippedSource = JS_SOURCE_EXTS.has(ext) ? stripJsComments(content, {
     jsx: ext === '.js' || ext === '.jsx' || ext === '.tsx',
-  }) : content;
+  }) : blankCommentsForMatchers(content, ext);
   const source = stripCssInJsComments(commentStrippedSource, ext);
   const lines = source.split('\n');
 
   // Run regex matchers on the full file content (catches Tailwind classes, inline styles)
   // Enable block context for CSS files where related properties span multiple lines
-  const cssLike = new Set(['.css', '.scss', '.sass', '.less']);
-  findings.push(...runRegexMatchers(lines, filePath, 0, cssLike.has(ext) || null, {
+  findings.push(...runRegexMatchers(lines, filePath, 0, STYLESHEET_EXTS.has(ext) || null, {
     profile,
     phase: 'source',
   }));
@@ -1050,7 +1071,7 @@ function detectText(content, filePath, options = {}) {
     scanCssTextForPseudoStripe(text).map(hit =>
       finding(hit.id, filePath, hit.snippet, lineOffset + text.slice(0, hit.index).split('\n').length));
 
-  if (cssLike.has(ext)) {
+  if (STYLESHEET_EXTS.has(ext)) {
     findings.push(...scanInsetStripeCss(content, filePath));
     findings.push(...pseudoStripeFindings(content, 0));
   }
@@ -1078,7 +1099,8 @@ function detectText(content, filePath, options = {}) {
     }, () => extractStyleBlocks(content, ext))
     : extractStyleBlocks(content, ext);
   for (const block of styleBlocks) {
-    const blockLines = block.content.split('\n');
+    const blockContent = stripCssComments(block.content);
+    const blockLines = blockContent.split('\n');
     findings.push(...runRegexMatchers(blockLines, filePath, block.startLine - 1, true, {
       profile,
       phase: 'style-block',
@@ -1089,8 +1111,8 @@ function detectText(content, filePath, options = {}) {
     // 1-based, so the offset is startLine - 2; startLine - 1 double-counted and
     // reported every selector one line low. runRegexMatchers keeps startLine - 1
     // because it indexes its split lines from zero.
-    findings.push(...scanInsetStripeCss(block.content, filePath, block.startLine - 2));
-    findings.push(...pseudoStripeFindings(block.content, block.startLine - 2));
+    findings.push(...scanInsetStripeCss(blockContent, filePath, block.startLine - 2));
+    findings.push(...pseudoStripeFindings(blockContent, block.startLine - 2));
   }
 
   // Extract and scan CSS-in-JS template literals
diff --git a/tests/detect-antipatterns.test.js b/tests/detect-antipatterns.test.js
index 2c7141365..b78b51a0f 100644
--- a/tests/detect-antipatterns.test.js
+++ b/tests/detect-antipatterns.test.js
@@ -382,6 +382,119 @@ describe('detectText — broken images in source comments', () => {
 
     expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(0);
   });
+
+  test('ignores img tags in Astro style block comments', () => {
+    const source = [
+      '---',
+      'const title = "Hero";',
+      '---',
+      '<style>',
+      '  /*',
+      '   * Example markup: <img src="">',
+      '   */',
+      '  .hero { color: red; }',
+      '</style>',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.astro');
+
+    expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(0);
+  });
+
+  test('ignores img tags in Astro HTML comments', () => {
+    const source = [
+      '---',
+      'const title = "Hero";',
+      '---',
+      '<!-- <img src="" alt="Comment-only image" /> -->',
+      '<img src="/logo.png" alt="Logo" />',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.astro');
+
+    expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(0);
+  });
+
+  test('ignores img tags in Astro frontmatter line comments', () => {
+    const source = [
+      '---',
+      '// <img src="" alt="Comment-only image" />',
+      'const site = "https://example.com";',
+      '---',
+      '<img src="/logo.png" alt="Logo" />',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.astro');
+
+    expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(0);
+  });
+
+  test('ignores img tags in CSS block comments', () => {
+    const source = [
+      '/*',
+      ' * Example markup: <img src="">',
+      ' */',
+      '.hero { color: red; }',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.css');
+
+    expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(0);
+  });
+
+  test('still detects real img tags after an HTML comment in Astro', () => {
+    const source = [
+      '---',
+      'const title = "Hero";',
+      '---',
+      '<!-- decorative only -->',
+      '<img src="" alt="Empty source" />',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.astro');
+
+    const broken = findings.filter(r => r.antipattern === 'broken-image');
+    expect(broken).toHaveLength(1);
+    expect(broken[0].line).toBe(5);
+  });
+
+  test('does not blank https URLs in Astro frontmatter', () => {
+    const source = [
+      '---',
+      'const site = "https://example.com/logo.png";',
+      '---',
+      '<img src="" alt="Empty source" />',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.astro');
+
+    expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(1);
+  });
+
+  test('keeps same-line img visible after a bare https URL in Astro markup', () => {
+    const source = '<p>https://example.com <img src="" alt="Empty source" /></p>';
+
+    const findings = detectText(source, 'hero.astro');
+
+    expect(findings.filter(r => r.antipattern === 'broken-image')).toHaveLength(1);
+  });
+
+  test('preserves line numbers after comment blanking in Astro', () => {
+    const source = [
+      '---',
+      'const title = "Hero";',
+      '---',
+      '<!-- <img src="" alt="Comment-only image" /> -->',
+      '<p>Intro copy</p>',
+      '<img src="" alt="Empty source" />',
+    ].join('\n');
+
+    const findings = detectText(source, 'hero.astro');
+
+    const broken = findings.filter(r => r.antipattern === 'broken-image');
+    expect(broken).toHaveLength(1);
+    expect(broken[0].line).toBe(6);
+  });
 });
 
 describe('detectText — CSS borders', () => {