plaid-fintech

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices.

31,392 stars

Best use case

plaid-fintech is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. Create a linktoken for Plaid Link, exchange publictoken for accesstoken. Link tokens are short-lived, one-time use. Access tokens don't expire but may need updating when users change passwords.

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices.

Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.

Practical example

Example input

Use the "plaid-fintech" skill to help with this workflow task. Context: Create a linktoken for Plaid Link, exchange publictoken for accesstoken. Link tokens are short-lived, one-time use. Access tokens don't expire but may need updating when users change passwords.

Example output

A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.

When to use this skill

  • Use this skill when you want a reusable workflow rather than writing the same prompt again and again.

When not to use this skill

  • Do not use this when you only need a one-off answer and do not need a reusable workflow.
  • Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/plaid-fintech/SKILL.md --create-dirs "https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/plugins/antigravity-awesome-skills-claude/skills/plaid-fintech/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/plaid-fintech/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How plaid-fintech Compares

Feature / Agentplaid-fintechStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices.

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# Plaid Fintech

Expert patterns for Plaid API integration including Link token flows,
transactions sync, identity verification, Auth for ACH, balance checks,
webhook handling, and fintech compliance best practices.

## Patterns

### Link Token Creation and Exchange

Create a link_token for Plaid Link, exchange public_token for access_token.
Link tokens are short-lived, one-time use. Access tokens don't expire but
may need updating when users change passwords.

// server.ts - Link token creation endpoint
import { Configuration, PlaidApi, PlaidEnvironments, Products, CountryCode } from 'plaid';

const configuration = new Configuration({
  basePath: PlaidEnvironments[process.env.PLAID_ENV || 'sandbox'],
  baseOptions: {
    headers: {
      'PLAID-CLIENT-ID': process.env.PLAID_CLIENT_ID,
      'PLAID-SECRET': process.env.PLAID_SECRET,
    },
  },
});

const plaidClient = new PlaidApi(configuration);

// Create link token for new user
app.post('/api/plaid/create-link-token', async (req, res) => {
  const { userId } = req.body;

  try {
    const response = await plaidClient.linkTokenCreate({
      user: {
        client_user_id: userId,  // Your internal user ID
      },
      client_name: 'My Finance App',
      products: [Products.Transactions],
      country_codes: [CountryCode.Us],
      language: 'en',
      webhook: 'https://yourapp.com/api/plaid/webhooks',
      // Request 180 days for recurring transactions
      transactions: {
        days_requested: 180,
      },
    });

    res.json({ link_token: response.data.link_token });
  } catch (error) {
    console.error('Link token creation failed:', error);
    res.status(500).json({ error: 'Failed to create link token' });
  }
});

// Exchange public token for access token
app.post('/api/plaid/exchange-token', async (req, res) => {
  const { publicToken, userId } = req.body;

  try {
    // Exchange for permanent access token
    const exchangeResponse = await plaidClient.itemPublicTokenExchange({
      public_token: publicToken,
    });

    const { access_token, item_id } = exchangeResponse.data;

    // Store securely - access_token doesn't expire!
    await db.plaidItem.create({
      data: {
        userId,
        itemId: item_id,
        accessToken: await encrypt(access_token),  // Encrypt at rest
        status: 'ACTIVE',
        products: ['transactions'],
      },
    });

    // Trigger initial transaction sync
    await initiateTransactionSync(item_id, access_token);

    res.json({ success: true, itemId: item_id });
  } catch (error) {
    console.error('Token exchange failed:', error);
    res.status(500).json({ error: 'Failed to exchange token' });
  }
});

// Frontend - React component
import { usePlaidLink } from 'react-plaid-link';

function BankLinkButton({ userId }: { userId: string }) {
  const [linkToken, setLinkToken] = useState<string | null>(null);

  useEffect(() => {
    async function createLinkToken() {
      const response = await fetch('/api/plaid/create-link-token', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({ userId }),
      });
      const { link_token } = await response.json();
      setLinkToken(link_token);
    }
    createLinkToken();
  }, [userId]);

  const { open, ready } = usePlaidLink({
    token: linkToken,
    onSuccess: async (publicToken, metadata) => {
      // Exchange public token for access token
      await fetch('/api/plaid/exchange-token', {
        method: 'POST',
        headers: { 'Content-Type': 'application/json' },
        body: JSON.stringify({ publicToken, userId }),
      });
    },
    onExit: (error, metadata) => {
      if (error) {
        console.error('Link exit error:', error);
      }
    },
  });

  return (
    <button onClick={() => open()} disabled={!ready}>
      Connect Bank Account
    </button>
  );
}

### Context

- initial bank linking
- user onboarding
- connecting accounts

### Transactions Sync

Use /transactions/sync for incremental transaction updates. More efficient
than /transactions/get. Handle webhooks for real-time updates instead of
polling.

// Transactions sync service
interface TransactionSyncState {
  cursor: string | null;
  hasMore: boolean;
}

async function syncTransactions(
  accessToken: string,
  itemId: string
): Promise<void> {
  // Get last cursor from database
  const item = await db.plaidItem.findUnique({
    where: { itemId },
  });

  let cursor = item?.transactionsCursor || null;
  let hasMore = true;
  let addedCount = 0;
  let modifiedCount = 0;
  let removedCount = 0;

  while (hasMore) {
    try {
      const response = await plaidClient.transactionsSync({
        access_token: accessToken,
        cursor: cursor || undefined,
        count: 500,  // Max per request
      });

      const { added, modified, removed, next_cursor, has_more } = response.data;

      // Process added transactions
      if (added.length > 0) {
        await db.transaction.createMany({
          data: added.map(txn => ({
            plaidTransactionId: txn.transaction_id,
            itemId,
            accountId: txn.account_id,
            amount: txn.amount,
            date: new Date(txn.date),
            name: txn.name,
            merchantName: txn.merchant_name,
            category: txn.personal_finance_category?.primary,
            subcategory: txn.personal_finance_category?.detailed,
            pending: txn.pending,
            paymentChannel: txn.payment_channel,
            location: txn.location ? JSON.stringify(txn.location) : null,
          })),
          skipDuplicates: true,
        });
        addedCount += added.length;
      }

      // Process modified transactions
      for (const txn of modified) {
        await db.transaction.updateMany({
          where: { plaidTransactionId: txn.transaction_id },
          data: {
            amount: txn.amount,
            name: txn.name,
            merchantName: txn.merchant_name,
            pending: txn.pending,
            updatedAt: new Date(),
          },
        });
        modifiedCount++;
      }

      // Process removed transactions
      if (removed.length > 0) {
        await db.transaction.deleteMany({
          where: {
            plaidTransactionId: {
              in: removed.map(r => r.transaction_id),
            },
          },
        });
        removedCount += removed.length;
      }

      cursor = next_cursor;
      hasMore = has_more;

    } catch (error: any) {
      if (error.response?.data?.error_code === 'TRANSACTIONS_SYNC_MUTATION_DURING_PAGINATION') {
        // Data changed during pagination, restart from null
        cursor = null;
        continue;
      }
      throw error;
    }
  }

  // Save cursor for next sync
  await db.plaidItem.update({
    where: { itemId },
    data: { transactionsCursor: cursor },
  });

  console.log(`Sync complete: +${addedCount} ~${modifiedCount} -${removedCount}`);
}

// Webhook handler for real-time updates
app.post('/api/plaid/webhooks', async (req, res) => {
  const { webhook_type, webhook_code, item_id } = req.body;

  // Verify webhook (see webhook verification pattern)
  if (!verifyPlaidWebhook(req)) {
    return res.status(401).send('Invalid webhook');
  }

  if (webhook_type === 'TRANSACTIONS') {
    switch (webhook_code) {
      case 'SYNC_UPDATES_AVAILABLE':
        // New transactions available, trigger sync
        await queueTransactionSync(item_id);
        break;
      case 'INITIAL_UPDATE':
        // Initial batch of transactions ready
        await queueTransactionSync(item_id);
        break;
      case 'HISTORICAL_UPDATE':
        // Historical transactions ready
        await queueTransactionSync(item_id);
        break;
    }
  }

  res.sendStatus(200);
});

### Context

- fetching transactions
- transaction history
- account activity

### Item Error Handling and Update Mode

Handle ITEM_LOGIN_REQUIRED errors by putting users through Link update mode.
Listen for PENDING_DISCONNECT webhook to proactively prompt users.

// Create link token for update mode
app.post('/api/plaid/create-update-token', async (req, res) => {
  const { itemId } = req.body;

  const item = await db.plaidItem.findUnique({
    where: { itemId },
    include: { user: true },
  });

  if (!item) {
    return res.status(404).json({ error: 'Item not found' });
  }

  try {
    const response = await plaidClient.linkTokenCreate({
      user: {
        client_user_id: item.userId,
      },
      client_name: 'My Finance App',
      country_codes: [CountryCode.Us],
      language: 'en',
      webhook: 'https://yourapp.com/api/plaid/webhooks',
      // Update mode: provide access_token instead of products
      access_token: await decrypt(item.accessToken),
    });

    res.json({ link_token: response.data.link_token });
  } catch (error) {
    console.error('Update token creation failed:', error);
    res.status(500).json({ error: 'Failed to create update token' });
  }
});

// Handle item errors from webhooks
app.post('/api/plaid/webhooks', async (req, res) => {
  const { webhook_type, webhook_code, item_id, error } = req.body;

  if (webhook_type === 'ITEM') {
    switch (webhook_code) {
      case 'ERROR':
        // Item has entered an error state
        await db.plaidItem.update({
          where: { itemId: item_id },
          data: {
            status: 'ERROR',
            errorCode: error?.error_code,
            errorMessage: error?.error_message,
          },
        });

        // Notify user to reconnect
        if (error?.error_code === 'ITEM_LOGIN_REQUIRED') {
          await notifyUserReconnect(item_id, 'Please reconnect your bank account');
        }
        break;

      case 'PENDING_DISCONNECT':
        // User needs to reauthorize soon
        await db.plaidItem.update({
          where: { itemId: item_id },
          data: { status: 'PENDING_DISCONNECT' },
        });

        // Proactive notification
        await notifyUserReconnect(item_id, 'Your bank connection will expire soon');
        break;

      case 'USER_PERMISSION_REVOKED':
        // User revoked access at their bank
        await db.plaidItem.update({
          where: { itemId: item_id },
          data: { status: 'REVOKED' },
        });

        // Clean up stored data
        await db.transaction.deleteMany({
          where: { itemId: item_id },
        });
        break;
    }
  }

  res.sendStatus(200);
});

// Check item status before API calls
async function getItemWithValidation(itemId: string) {
  const item = await db.plaidItem.findUnique({
    where: { itemId },
  });

  if (!item) {
    throw new Error('Item not found');
  }

  if (item.status === 'ERROR') {
    throw new ItemNeedsUpdateError(item.errorCode, item.errorMessage);
  }

  return item;
}

### Context

- error recovery
- reauthorization
- credential updates

### Auth for ACH Transfers

Use Auth product to get account and routing numbers for ACH transfers.
Combine with Identity to verify account ownership before initiating
transfers.

// Get account and routing numbers
async function getACHNumbers(accessToken: string): Promise<ACHInfo[]> {
  const response = await plaidClient.authGet({
    access_token: accessToken,
  });

  const { accounts, numbers } = response.data;

  // Map ACH numbers to accounts
  return accounts.map(account => {
    const achNumber = numbers.ach.find(
      n => n.account_id === account.account_id
    );

    return {
      accountId: account.account_id,
      name: account.name,
      mask: account.mask,
      type: account.type,
      subtype: account.subtype,
      routing: achNumber?.routing,
      account: achNumber?.account,
      wireRouting: achNumber?.wire_routing,
    };
  });
}

// Verify identity before ACH transfer
async function verifyAndInitiateTransfer(
  accessToken: string,
  userId: string,
  amount: number
): Promise<TransferResult> {
  // Get identity from linked account
  const identityResponse = await plaidClient.identityGet({
    access_token: accessToken,
  });

  const accountOwners = identityResponse.data.accounts[0]?.owners || [];

  // Get user's stored identity
  const user = await db.user.findUnique({
    where: { id: userId },
  });

  // Match identity
  const matchResponse = await plaidClient.identityMatch({
    access_token: accessToken,
    user: {
      legal_name: user.legalName,
      phone_number: user.phoneNumber,
      email_address: user.email,
      address: {
        street: user.street,
        city: user.city,
        region: user.state,
        postal_code: user.postalCode,
        country: 'US',
      },
    },
  });

  const matchScores = matchResponse.data.accounts[0]?.legal_name;

  // Require high confidence for transfers
  if ((matchScores?.score || 0) < 70) {
    throw new Error('Identity verification failed');
  }

  // Get real-time balance for the transfer
  const balanceResponse = await plaidClient.accountsBalanceGet({
    access_token: accessToken,
  });

  const account = balanceResponse.data.accounts[0];

  // Check sufficient funds (consider pending)
  const availableBalance = account.balances.available ?? account.balances.current;
  if (availableBalance < amount) {
    throw new Error('Insufficient funds');
  }

  // Get ACH numbers and initiate transfer
  const authResponse = await plaidClient.authGet({
    access_token: accessToken,
  });

  const achNumbers = authResponse.data.numbers.ach.find(
    n => n.account_id === account.account_id
  );

  // Initiate ACH transfer with your payment processor
  return await initiateACHTransfer({
    routingNumber: achNumbers.routing,
    accountNumber: achNumbers.account,
    amount,
    accountType: account.subtype,
  });
}

### Context

- ach transfers
- money movement
- account funding

### Real-Time Balance Check

Use /accounts/balance/get for real-time balance (paid endpoint).
/accounts/get returns cached data suitable for display but not
real-time decisions.

interface BalanceInfo {
  accountId: string;
  available: number | null;
  current: number;
  limit: number | null;
  isoCurrencyCode: string;
  lastUpdated: Date;
  isRealtime: boolean;
}

// Get cached balance (free, suitable for display)
async function getCachedBalances(accessToken: string): Promise<BalanceInfo[]> {
  const response = await plaidClient.accountsGet({
    access_token: accessToken,
  });

  return response.data.accounts.map(account => ({
    accountId: account.account_id,
    available: account.balances.available,
    current: account.balances.current,
    limit: account.balances.limit,
    isoCurrencyCode: account.balances.iso_currency_code || 'USD',
    lastUpdated: new Date(account.balances.last_updated_datetime || Date.now()),
    isRealtime: false,
  }));
}

// Get real-time balance (paid, for payment validation)
async function getRealTimeBalance(
  accessToken: string,
  accountIds?: string[]
): Promise<BalanceInfo[]> {
  const response = await plaidClient.accountsBalanceGet({
    access_token: accessToken,
    options: accountIds ? { account_ids: accountIds } : undefined,
  });

  return response.data.accounts.map(account => ({
    accountId: account.account_id,
    available: account.balances.available,
    current: account.balances.current,
    limit: account.balances.limit,
    isoCurrencyCode: account.balances.iso_currency_code || 'USD',
    lastUpdated: new Date(),
    isRealtime: true,
  }));
}

// Payment validation with balance check
async function validatePayment(
  accessToken: string,
  accountId: string,
  amount: number
): Promise<PaymentValidation> {
  const balances = await getRealTimeBalance(accessToken, [accountId]);
  const account = balances.find(b => b.accountId === accountId);

  if (!account) {
    return { valid: false, reason: 'Account not found' };
  }

  const available = account.available ?? account.current;

  if (available < amount) {
    return {
      valid: false,
      reason: 'Insufficient funds',
      available,
      requested: amount,
    };
  }

  return {
    valid: true,
    available,
    requested: amount,
  };
}

### Context

- balance checking
- fund availability
- payment validation

### Webhook Verification

Verify Plaid webhooks using the verification key endpoint.
Handle duplicate webhooks idempotently and design for out-of-order
delivery.

import jwt from 'jsonwebtoken';
import jwksClient from 'jwks-rsa';

// Cache JWKS client
const client = jwksClient({
  jwksUri: 'https://production.plaid.com/.well-known/jwks.json',
  cache: true,
  cacheMaxAge: 86400000,  // 24 hours
});

async function getSigningKey(kid: string): Promise<string> {
  const key = await client.getSigningKey(kid);
  return key.getPublicKey();
}

async function verifyPlaidWebhook(req: Request): Promise<boolean> {
  const signedJwt = req.headers['plaid-verification'];

  if (!signedJwt) {
    return false;
  }

  try {
    // Decode to get kid
    const decoded = jwt.decode(signedJwt, { complete: true });
    if (!decoded?.header?.kid) {
      return false;
    }

    // Get signing key
    const key = await getSigningKey(decoded.header.kid);

    // Verify JWT
    const claims = jwt.verify(signedJwt, key, {
      algorithms: ['ES256'],
    }) as any;

    // Verify body hash
    const bodyHash = crypto
      .createHash('sha256')
      .update(JSON.stringify(req.body))
      .digest('hex');

    if (claims.request_body_sha256 !== bodyHash) {
      return false;
    }

    // Check timestamp (within 5 minutes)
    const issuedAt = new Date(claims.iat * 1000);
    const fiveMinutesAgo = new Date(Date.now() - 5 * 60 * 1000);
    if (issuedAt < fiveMinutesAgo) {
      return false;
    }

    return true;
  } catch (error) {
    console.error('Webhook verification failed:', error);
    return false;
  }
}

// Idempotent webhook handler
app.post('/api/plaid/webhooks', async (req, res) => {
  // Verify webhook signature
  if (!await verifyPlaidWebhook(req)) {
    return res.status(401).send('Invalid signature');
  }

  const { webhook_type, webhook_code, item_id } = req.body;

  // Create idempotency key
  const idempotencyKey = `${webhook_type}:${webhook_code}:${item_id}:${JSON.stringify(req.body)}`;
  const idempotencyHash = crypto.createHash('sha256').update(idempotencyKey).digest('hex');

  // Check if already processed
  const existing = await db.webhookLog.findUnique({
    where: { idempotencyHash },
  });

  if (existing) {
    console.log('Duplicate webhook, skipping:', idempotencyHash);
    return res.sendStatus(200);
  }

  // Record webhook before processing
  await db.webhookLog.create({
    data: {
      idempotencyHash,
      webhookType: webhook_type,
      webhookCode: webhook_code,
      itemId: item_id,
      payload: req.body,
      processedAt: new Date(),
    },
  });

  // Process webhook (async for quick response)
  processWebhookAsync(req.body).catch(console.error);

  res.sendStatus(200);
});

### Context

- webhook security
- event processing
- production deployment

## Sharp Edges

### Access Tokens Never Expire But Are Highly Sensitive

Severity: CRITICAL

### accounts/get Returns Cached Balances, Not Real-Time

Severity: HIGH

### Webhooks May Arrive Out of Order or Duplicated

Severity: HIGH

### Items Enter Error States That Require User Action

Severity: HIGH

### Sandbox Does Not Reflect Production Complexity

Severity: MEDIUM

### TRANSACTIONS_SYNC_MUTATION_DURING_PAGINATION Requires Restart

Severity: MEDIUM

### Link Tokens Are Short-Lived and Single-Use

Severity: MEDIUM

### Recurring Transactions Need 180+ Days of History

Severity: MEDIUM

## Validation Checks

### Access Token Stored in Plain Text

Severity: ERROR

Plaid access tokens must be encrypted at rest

Message: Plaid access token appears to be stored unencrypted. Encrypt at rest.

### Plaid Secret in Client Code

Severity: ERROR

Plaid secret must never be exposed to clients

Message: Plaid secret may be exposed. Keep server-side only.

### Hardcoded Plaid Credentials

Severity: ERROR

Credentials must use environment variables

Message: Hardcoded Plaid credentials. Use environment variables.

### Missing Webhook Signature Verification

Severity: ERROR

Plaid webhooks must verify JWT signature

Message: Webhook handler without signature verification. Verify Plaid-Verification header.

### Using Cached Balance for Payment Decision

Severity: ERROR

Use real-time balance for payment validation

Message: Using accountsGet (cached) for payment. Use accountsBalanceGet for real-time balance.

### Missing Item Error State Handling

Severity: WARNING

API calls should handle ITEM_LOGIN_REQUIRED

Message: API call without ITEM_LOGIN_REQUIRED handling. Handle item error states.

### Polling for Transactions Instead of Webhooks

Severity: WARNING

Use webhooks for transaction updates

Message: Polling for transactions. Configure webhooks for SYNC_UPDATES_AVAILABLE.

### Link Token Cached or Reused

Severity: WARNING

Link tokens are single-use and expire in 4 hours

Message: Link tokens should not be cached. Create fresh token for each session.

### Using Deprecated Public Key

Severity: ERROR

Public key integration ended January 2025

Message: Public key is deprecated. Use Link tokens instead.

### Transaction Sync Without Cursor Storage

Severity: WARNING

Store cursor for incremental syncs

Message: Transaction sync without cursor persistence. Store cursor for incremental sync.

## Collaboration

### Delegation Triggers

- user needs payment processing -> stripe-integration (Stripe for actual payment, Plaid for account linking)
- user needs budgeting features -> analytics-specialist (Transaction categorization and analysis)
- user needs investment tracking -> data-engineer (Portfolio analysis and reporting)
- user needs compliance/audit -> security-specialist (SOC 2, PCI compliance)
- user needs mobile app -> mobile-developer (React Native Plaid SDK)

## When to Use
- User mentions or implies: plaid
- User mentions or implies: bank account linking
- User mentions or implies: bank connection
- User mentions or implies: ach
- User mentions or implies: account aggregation
- User mentions or implies: bank transactions
- User mentions or implies: open banking
- User mentions or implies: fintech
- User mentions or implies: identity verification banking

## Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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Build efficient, scalable monorepos that enable code sharing, consistent tooling, and atomic changes across multiple packages and applications.

monetization

31392
from sickn33/antigravity-awesome-skills

Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscriptions, pricing experiments, freemium, upgrade flows, churn prevention, revenue optimization e modelos de negocio SaaS.

modern-javascript-patterns

31392
from sickn33/antigravity-awesome-skills

Comprehensive guide for mastering modern JavaScript (ES6+) features, functional programming patterns, and best practices for writing clean, maintainable, and performant code.

microservices-patterns

31392
from sickn33/antigravity-awesome-skills

Master microservices architecture patterns including service boundaries, inter-service communication, data management, and resilience patterns for building distributed systems.

mcp-builder

31392
from sickn33/antigravity-awesome-skills

Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.

makepad-skills

31392
from sickn33/antigravity-awesome-skills

Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.

m365-agents-py

31392
from sickn33/antigravity-awesome-skills

Microsoft 365 Agents SDK for Python. Build multichannel agents for Teams/M365/Copilot Studio with aiohttp hosting, AgentApplication routing, streaming responses, and MSAL-based auth.