Document Generation & PDF Automation

Expert in generating, filling, and assembling PDF documents programmatically for legal, HR, and business workflows.

When to Use

✅ Use for:

• Legal form automation (expungement, immigration, contracts)
• Invoice/receipt generation at scale
• Certificate creation (completion, participation, awards)
• Contract assembly from templates
• Government form filling (IRS, court filings)
• Multi-document packet creation

❌ NOT for:

• Simple PDF viewing (use browser or pdf.js)
• Basic file conversion (use online tools)
• OCR text extraction (use Tesseract.js or AWS Textract)
• PDF editing by hand (use Adobe Acrobat)

Technology Selection

pdf-lib vs Puppeteer vs LaTeX

Timeline:

• 2000s: LaTeX for academic documents
• 2010: PDFKit (Node.js) for generation
• 2017: Puppeteer for HTML → PDF
• 2019: pdf-lib for pure JS form filling
• 2024: pdf-lib is gold standard for forms

Decision tree:

Need to fill existing form? → pdf-lib
Need complex layouts? → Puppeteer (HTML/CSS)
Need academic formatting? → LaTeX
Need to merge PDFs? → pdf-lib
Need digital signatures? → pdf-lib + DocuSign API

Common Anti-Patterns

Anti-Pattern 1: Using Puppeteer for Simple Form Filling

Novice thinking: "I'll use Puppeteer for everything, it's versatile"

Problem: 12x slower, 10x more memory, can't preserve form fields.

Wrong approach:

// ❌ Puppeteer for simple form filling (SLOW!)
import puppeteer from 'puppeteer';

async function fillForm(data: FormData): Promise<Buffer> {
  const browser = await puppeteer.launch();
  const page = await browser.newPage();

  // Load PDF in browser
  await page.goto(`file://${pdfPath}`);

  // Somehow fill form fields? (hacky)
  await page.evaluate((data) => {
    // Can't easily access PDF form fields from DOM
    // Would need to convert PDF → HTML first
  }, data);

  const pdf = await page.pdf();
  await browser.close();

  return pdf;
}

Why wrong:

• Browser overhead (200MB+ RAM per instance)
• Can't access native PDF form fields
• Loses interactive form capabilities
• 12x slower than pdf-lib

Correct approach:

// ✅ pdf-lib for form filling (FAST!)
import { PDFDocument } from 'pdf-lib';

async function fillForm(templatePath: string, data: FormData): Promise<Uint8Array> {
  // Load existing PDF form
  const existingPdfBytes = await fs.readFile(templatePath);
  const pdfDoc = await PDFDocument.load(existingPdfBytes);

  // Get form
  const form = pdfDoc.getForm();

  // Fill text fields
  form.getTextField('applicant_name').setText(data.name);
  form.getTextField('case_number').setText(data.caseNumber);
  form.getTextField('date_of_birth').setText(data.dob);

  // Fill checkboxes
  if (data.hasPriorConvictions) {
    form.getCheckBox('prior_convictions').check();
  }

  // Fill dropdowns
  form.getDropdown('state').select(data.state);

  // Flatten form (make non-editable)
  form.flatten();

  // Save
  return await pdfDoc.save();
}

Performance comparison (1000 PDFs):

• Puppeteer: 60 seconds, 4GB RAM
• pdf-lib: 5 seconds, 200MB RAM

Timeline context:

• 2017: Puppeteer released, everyone used it for PDFs
• 2019: pdf-lib released, proper form handling
• 2024: pdf-lib is standard for government forms

Anti-Pattern 2: Not Flattening Forms

Problem: Users can edit filled forms, causing data inconsistencies.

Wrong approach:

// ❌ Don't flatten - form stays editable
const pdfDoc = await PDFDocument.load(existingPdfBytes);
const form = pdfDoc.getForm();

form.getTextField('name').setText('John Doe');

const pdfBytes = await pdfDoc.save();
// User can open PDF and change "John Doe" to anything!

Why wrong:

• User can modify official documents
• Data doesn't match database
• Violates document integrity

Correct approach:

// ✅ Flatten form after filling
const pdfDoc = await PDFDocument.load(existingPdfBytes);
const form = pdfDoc.getForm();

form.getTextField('name').setText('John Doe');

// Flatten (convert fields to static text)
form.flatten();

const pdfBytes = await pdfDoc.save();
// User can't edit filled values ✅

When NOT to flatten:

• Draft documents (user needs to review/edit)
• Multi-step workflows (partial completion)
• Templates for users to fill manually

Anti-Pattern 3: Generating PDFs from HTML Without Page Breaks

Novice thinking: "HTML → PDF is easy with Puppeteer"

Problem: Content splits mid-sentence across pages.

Wrong approach:

// ❌ No page break control
const html = `
  <div class="contract">
    <h1>Mutual Agreement</h1>
    <p>Long paragraph that might split across pages...</p>
    <section>
      <h2>Terms and Conditions</h2>
      <ol>
        <li>Term 1 that could get cut off...</li>
        <li>Term 2...</li>
      </ol>
    </section>
  </div>
`;

const pdf = await page.pdf({ format: 'A4' });
// Result: Ugly page breaks in middle of sections

Correct approach:

// ✅ Explicit page break control with CSS
const html = `
  <style>
    @media print {
      .page-break { page-break-after: always; }
      .avoid-break { page-break-inside: avoid; }

      h1, h2, h3 {
        page-break-after: avoid;
        page-break-inside: avoid;
      }

      section {
        page-break-inside: avoid;
      }
    }
  </style>

  <div class="contract">
    <section class="avoid-break">
      <h1>Mutual Agreement</h1>
      <p>This entire section stays together...</p>
    </section>

    <div class="page-break"></div>

    <section class="avoid-break">
      <h2>Terms and Conditions</h2>
      <ol>
        <li>Term 1</li>
        <li>Term 2</li>
      </ol>
    </section>
  </div>
`;

const pdf = await page.pdf({
  format: 'A4',
  printBackground: true,
  margin: {
    top: '1in',
    right: '1in',
    bottom: '1in',
    left: '1in'
  }
});

CSS print properties:

• page-break-before: always - Force new page before element
• page-break-after: always - Force new page after element
• page-break-inside: avoid - Keep element together

Anti-Pattern 4: Not Handling Signature Fields

Problem: Signature fields aren't clickable in generated PDFs.

Wrong approach:

// ❌ Add signature as image (not a real signature field)
const pdfDoc = await PDFDocument.load(existingPdfBytes);

const signatureImage = await pdfDoc.embedPng(signaturePngBytes);
const page = pdfDoc.getPage(0);

page.drawImage(signatureImage, {
  x: 100,
  y: 100,
  width: 200,
  height: 50
});

await pdfDoc.save();
// Not a real signature field - can't be signed digitally

Why wrong:

• Not legally recognized (just an image)
• Can't use DocuSign/Adobe Sign
• No signature metadata (who, when)

Correct approach 1: Create signature field (for DocuSign)

// ✅ Create signature field for electronic signing
const pdfDoc = await PDFDocument.load(existingPdfBytes);
const form = pdfDoc.getForm();

// Create signature field
const signatureField = form.createTextField('applicant_signature');
signatureField.addToPage(pdfDoc.getPage(0), {
  x: 100,
  y: 100,
  width: 200,
  height: 50
});

// Mark as signature field (metadata)
signatureField.updateWidgets({
  borderWidth: 1,
  borderColor: { type: 'RGB', red: 0, green: 0, blue: 0 }
});

await pdfDoc.save();
// DocuSign can now detect and fill this field ✅

Correct approach 2: DocuSign API integration

// ✅ Send to DocuSign for e-signature
import { ApiClient, EnvelopesApi } from 'docusign-esign';

async function sendForSignature(pdfBytes: Uint8Array, signerEmail: string) {
  const apiClient = new ApiClient();
  apiClient.setBasePath('https://demo.docusign.net/restapi');

  const envelopesApi = new EnvelopesApi(apiClient);

  const envelope = {
    emailSubject: 'Please sign: Expungement Petition',
    documents: [{
      documentBase64: Buffer.from(pdfBytes).toString('base64'),
      name: 'Petition.pdf',
      fileExtension: 'pdf',
      documentId: '1'
    }],
    recipients: {
      signers: [{
        email: signerEmail,
        name: 'John Doe',
        recipientId: '1',
        tabs: {
          signHereTabs: [{
            documentId: '1',
            pageNumber: '1',
            xPosition: '100',
            yPosition: '100'
          }]
        }
      }]
    },
    status: 'sent'
  };

  return await envelopesApi.createEnvelope(accountId, { envelopeDefinition: envelope });
}

Anti-Pattern 5: Storing Filled PDFs Without Encryption

Problem: Sensitive legal documents stored in plain text.

Wrong approach:

// ❌ Save PDF to disk unencrypted
const pdfBytes = await pdfDoc.save();
await fs.writeFile(`./documents/${caseId}.pdf`, pdfBytes);
// Sensitive data accessible to anyone with file system access

Why wrong:

• Legal/medical data exposed
• HIPAA/GDPR violations
• Data breach liability

Correct approach 1: Encrypt at rest

// ✅ Encrypt PDF with user password
const pdfBytes = await pdfDoc.save({
  userPassword: generateSecurePassword(),
  ownerPassword: process.env.PDF_OWNER_PASSWORD,
  permissions: {
    printing: 'highResolution',
    modifying: false,
    copying: false,
    annotating: false,
    fillingForms: false,
    contentAccessibility: true,
    documentAssembly: false
  }
});

await fs.writeFile(`./documents/${caseId}.pdf`, pdfBytes);

Correct approach 2: Store in encrypted storage (S3 with SSE)

// ✅ Upload to S3 with server-side encryption
import { S3Client, PutObjectCommand } from '@aws-sdk/client-s3';

const s3Client = new S3Client({ region: 'us-east-1' });

await s3Client.send(new PutObjectCommand({
  Bucket: 'expungement-documents',
  Key: `cases/${caseId}/petition.pdf`,
  Body: pdfBytes,
  ServerSideEncryption: 'AES256',
  Metadata: {
    caseId: caseId,
    documentType: 'petition',
    generatedAt: new Date().toISOString()
  },
  ACL: 'private'  // Not publicly accessible
}));

// Store S3 URL in database (encrypted)
await db.documents.insert({
  case_id: caseId,
  s3_url: encrypt(`s3://expungement-documents/cases/${caseId}/petition.pdf`),
  created_at: new Date()
});

Compliance requirements:

• HIPAA: Encryption at rest + in transit, access logging
• GDPR: Right to deletion, data minimization
• State bar rules: Attorney-client privilege protection

Production Checklist

□ Form fields filled correctly (test with validation)
□ Forms flattened after filling (non-editable)
□ Page breaks controlled (no mid-sentence splits)
□ Signature fields created (for DocuSign/Adobe Sign)
□ PDFs encrypted at rest (S3 SSE or user password)
□ Access logged (who viewed/downloaded)
□ Auto-deletion scheduled (retention policy)
□ Fonts embedded (cross-platform compatibility)
□ File size optimized (<5MB per document)
□ Batch generation tested (1000+ PDFs)

When to Use vs Avoid

References

• /references/pdf-lib-guide.md - Form filling, field types, flattening, encryption
• /references/puppeteer-templates.md - HTML templates, page breaks, styling for print
• /references/document-assembly.md - Merging PDFs, packet creation, watermarks

Scripts

• scripts/form_filler.ts - Fill PDF forms from JSON data, batch processing
• scripts/document_assembler.ts - Merge multiple PDFs, add cover pages, watermarks

This skill guides: PDF generation | Form filling | Document automation | Digital signatures | pdf-lib | Puppeteer | LaTeX | DocuSign