diff --git a/package.json b/package.json
index 485a0ec983..5b85ba13d1 100644
--- a/package.json
+++ b/package.json
@@ -7,7 +7,8 @@
         "format-check": "npx prettier . --check",
         "lint-js": "npx eslint **/*.js",
         "gen-ipa-docs": "node tools/spectral/ipa/scripts/generateRulesetReadme.js",
-        "ipa-validation": "spectral lint ./openapi/.raw/v2.yaml --ruleset=./tools/spectral/ipa/ipa-spectral.yaml",
+        "ipa-validation": "spectral lint  ./openapi/.raw/v2.yaml --ruleset=./tools/spectral/ipa/ipa-spectral.yaml",
+        "ipa-filter-violations": "node tools/spectral/ipa/scripts/filter-ipa-violations.js",
         "spectral-validation": "spectral lint ./openapi/.raw/v2.yaml --ruleset=./tools/spectral/.spectral.yaml",
         "test": "jest",
         "precommit": "husky install"
diff --git a/tools/spectral/ipa/scripts/filter-ipa-violations.js b/tools/spectral/ipa/scripts/filter-ipa-violations.js
new file mode 100644
index 0000000000..28ab003cb2
--- /dev/null
+++ b/tools/spectral/ipa/scripts/filter-ipa-violations.js
@@ -0,0 +1,85 @@
+import fs from 'node:fs/promises';
+import { execSync } from 'child_process';
+import path from 'path';
+
+async function filterIpaViolations() {
+  try {
+    // Check if rule ID is provided
+    const ruleId = process.argv[2];
+    if (!ruleId) {
+      console.error('Usage: node filter-ipa-violations.js <rule-id>');
+      console.error('Example: node filter-ipa-violations.js xgen-IPA-102-collection-identifier-camelCase');
+      process.exit(1);
+    }
+
+    const outputFile = path.join(process.cwd(), `${ruleId}-violations.md`);
+
+    console.log(`Filtering violations for rule ID: ${ruleId}`);
+    console.log('Running IPA validation...');
+
+    let validationOutput;
+    try {
+      // Run IPA validation and get output as JSON
+      execSync(
+        'spectral lint --format=json -o results.json ./openapi/.raw/v2.yaml --ruleset=./tools/spectral/ipa/ipa-spectral.yaml',
+        {
+          encoding: 'utf-8',
+          timeout: 4000,
+          maxBuffer: 10 * 1024 * 1024,
+        }
+      );
+    } catch (error) {
+      console.error('Error (expected):', error.message);
+    }
+
+    // Read the JSON output
+    validationOutput = await fs.readFile('results.json', 'utf-8');
+    console.log('Filtering results...');
+
+    // Parse the JSON output
+    const validationResults = JSON.parse(validationOutput);
+
+    // Filter results for the exact specified rule ID
+    const filteredResults = validationResults.filter((violation) => violation.code === ruleId);
+
+    // Group by source file
+    const groupedBySource = filteredResults.reduce((acc, violation) => {
+      const source = violation.source;
+      if (!acc[source]) {
+        acc[source] = [];
+      }
+      acc[source].push({
+        path: violation.path,
+        message: violation.message,
+        source: violation.source,
+      });
+      return acc;
+    }, {});
+
+    // Generate markdown content
+    let markdownContent = `# ${ruleId} Violations Checklist\n\n`;
+    markdownContent += `Generated on: ${new Date().toLocaleString()}\n\n`;
+
+    Object.keys(groupedBySource).forEach((source) => {
+      const violations = groupedBySource[source];
+
+      violations.forEach((violation) => {
+        markdownContent += `## ${violation.source}\n\n`;
+        markdownContent += `Path: \`${violation.path.join('/')}\`\n\n`;
+        markdownContent += `- [ ] Fixed\n\n`;
+      });
+    });
+
+    // Write the markdown file
+    await fs.writeFile(outputFile, markdownContent, 'utf-8');
+
+    const violationCount = filteredResults.length;
+    console.log(`Results saved to ${outputFile}`);
+    console.log(`Found ${violationCount} violations to fix`);
+  } catch (error) {
+    console.error('Error:', error.message);
+    process.exit(1);
+  }
+}
+
+filterIpaViolations();