diff --git a/schema2Markdown.js b/schema2Markdown.js
index 943d289ad..18250939e 100644
--- a/schema2Markdown.js
+++ b/schema2Markdown.js
@@ -29,13 +29,13 @@ function generateMarkdown(schema) {
 
     let markdownContent = `# ${schema.title}\n\n`;
     markdownContent += `${schema.description}\n\n`; 
-    markdownContent += `## Properties\n\n`; 
 
 
     function processProperty(propertyName, propertyDetails) {
         if (propertyName === 'type') {
-            markdownContent += `### ${'Type'|| propertyName}\n\n`;
+            markdownContent += `## ${'Type'|| propertyName}\n\n`;
             markdownContent += `\`${propertyDetails.const}\`\n\n`;
+            markdownContent += `## Properties\n\n`; 
         } else {
             markdownContent += `### ${propertyDetails.title || propertyName}\n\n`;
             markdownContent += `\`${propertyName}\`\n\n`;
@@ -79,7 +79,7 @@ function generateMarkdown(schema) {
         markdownContent += `ref: ${schema.allOf[1].$ref}\n\n`;
     }
 
-    markdownContent += `## Examples\n\n`;
+    markdownContent += `## examples\n\n`;
     markdownContent += '```json\n';
     markdownContent += JSON.stringify(schema.examples, null, 2);
     markdownContent += '\n```';
@@ -97,10 +97,13 @@ function generateFrontMatter(title, description) {
 
 function processSchemaFile(schemaFile) {
     const schemaData = fs.readJSONSync(schemaFile);
+
+    const fileName = path.basename(schemaFile);
+
     const markdownContent = generateMarkdown(schemaData);
-    const frontMatter = generateFrontMatter(schemaData.title, schemaData.description);
+    const frontMatter = generateFrontMatter(fileName.replace('.schema.json', '.md'), schemaData.description);
 
-    const outputFileName = `./docs/context/schemas/${schemaData.title.toLowerCase().replace(/\s+/g, '-')}-schema.md`;
+    const outputFileName = `./docs/context/schemas/${schemaData.title.replace(/\s+/g, '')}.md`;
     fs.outputFileSync(outputFileName, `---\n${yaml.dump(frontMatter)}\n---\n\n${markdownContent}`);
 }
 
diff --git a/schema2Markdown2.js b/schema2Markdown2.js
deleted file mode 100644
index 06e8138cb..000000000
--- a/schema2Markdown2.js
+++ /dev/null
@@ -1,99 +0,0 @@
-const fs = require('fs');
-const path = require('path');
-
-// Specify the folder path here
-const folderPath = './schemas/context'; // Update this with your folder path
-
-// Function to convert JSON schema to Markdown
-function convertSchemaToMarkdown(schema) {
-    // Log schema object
-    console.log('Schema:', schema);
-
-    // Find properties within allOf field
-    let properties;
-    let requiredProperties = [];
-    for (const subSchema of schema.allOf || []) {
-        if (subSchema.properties) {
-            properties = subSchema.properties;
-            if (subSchema.required) {
-                requiredProperties = subSchema.required;
-            }
-            break;
-        }
-    }
-
-    if (!properties) {
-        console.error('Error: properties field not found in schema.');
-        return '';
-    }
-
-    // Convert JSON schema to Markdown
-    const markdown = `
-# ${schema.title}
-
-${schema.description}
-
-## Properties
-
-| Name          | Description                                          | Type   | Required |
-|---------------|------------------------------------------------------|--------|----------|
-${Object.entries(properties).map(([propName, prop]) => `| ${propName} | ${prop.description} | ${prop.type} | ${requiredProperties.includes(propName) ? 'Yes' : 'No'} |`).join('\n')}
-
-## Examples
-
-\`\`\`json
-${JSON.stringify(schema.examples, null, 2)}
-\`\`\`
-`;
-
-    return markdown;
-}
-
-// Function to process each file
-function processFile(filePath) {
-    // Load the JSON schema
-    const data = fs.readFileSync(filePath, 'utf8');
-    const schema = JSON.parse(data);
-    const markdown = convertSchemaToMarkdown(schema);
-
-    // Create output directory if not exists
-    const outputDir = path.join('docs', 'output');
-    if (!fs.existsSync(outputDir)) {
-        fs.mkdirSync(outputDir, { recursive: true });
-    }
-
-    // Write Markdown to a file
-    const markdownFilePath = path.join(outputDir, path.basename(filePath, path.extname(filePath))) + '.md';
-    fs.writeFileSync(markdownFilePath, markdown);
-
-    console.log(`Markdown conversion completed for ${filePath}. Markdown file saved as ${markdownFilePath}`);
-}
-
-// Main function
-function main() {
-    // Create output directory if not exists
-    const outputDir = path.join(folderPath, 'output');
-    if (!fs.existsSync(outputDir)) {
-        fs.mkdirSync(outputDir);
-    }
-
-    // Read files from folder
-    fs.readdir(folderPath, (err, files) => {
-        if (err) {
-            console.error(`Error reading folder: ${err}`);
-            process.exit(1);
-        }
-
-        // Filter JSON schema files
-        const jsonSchemaFiles = files.filter(file => path.extname(file) === '.json');
-
-        // Process each JSON schema file
-        jsonSchemaFiles.forEach(file => {
-            const filePath = path.join(folderPath, file);
-            processFile(filePath);
-        });
-    });
-}
-
-// Call main function
-main();
\ No newline at end of file