---
name: integrations-b4bb44e69a4d
description: "External data sources, connectors, and custom data streams"
emoji: "🔗"
---

# Integrations - Complete API Reference

Manage external data sources, add custom connectors, and plug in new data streams for trading bots.

---

## Chat Commands

### List Data Sources

```
/integrations                               List all data sources
/integrations status                        Show source health
/integrations sources                       Available source types
```

### Manage Sources

```
/integrations enable fedwatch              Enable CME FedWatch
/integrations disable 538                   Disable FiveThirtyEight
/integrations add webhook "my-signals"      Add custom webhook source
/integrations add rest "my-api" <url>       Add REST API source
/integrations remove <source-id>            Remove data source
```

### Configure Sources

```
/integrations config fedwatch              View source config
/integrations set fedwatch interval 60     Set refresh interval
/integrations set fedwatch key <api-key>   Set API key
/integrations test <source-id>             Test source connection
```

### View Data

```
/integrations data fedwatch                Latest data from source
/integrations history <source> --hours 24  Historical data
/integrations subscribe <source>           Real-time updates
```

---

## TypeScript API Reference

### Create Integrations Manager

```typescript
import { createIntegrationsManager } from 'clodds/integrations';

const integrations = createIntegrationsManager({
  // Storage
  storage: 'sqlite',
  dbPath: './integrations.db',

  // Default refresh interval
  defaultIntervalMs: 60000,

  // Retry settings
  maxRetries: 3,
  retryDelayMs: 5000,
});
```

### Built-in Data Sources

```typescript
// Enable built-in sources
await integrations.enable('fedwatch');     // CME FedWatch
await integrations.enable('538');          // FiveThirtyEight
await integrations.enable('silver');       // Silver Bulletin
await integrations.enable('rcp');          // RealClearPolitics
await integrations.enable('odds-api');     // The Odds API
await integrations.enable('polymarket');   // Polymarket prices
await integrations.enable('kalshi');       // Kalshi prices
await integrations.enable('binance');      // Binance spot prices
await integrations.enable('crypto');       // Multi-exchange crypto
```

### Add Custom Webhook Source

```typescript
// Add webhook to receive custom signals
const source = await integrations.addWebhook({
  name: 'my-signals',
  description: 'Custom trading signals',

  // Webhook config
  path: '/webhooks/my-signals',
  secret: process.env.WEBHOOK_SECRET,

  // Data schema (optional validation)
  schema: {
    type: 'object',
    properties: {
      signal: { type: 'string', enum: ['BUY', 'SELL', 'HOLD'] },
      symbol: { type: 'string' },
      confidence: { type: 'number', min: 0, max: 1 },
    },
    required: ['signal', 'symbol'],
  },

  // Transform incoming data
  transform: (payload) => ({
    signal: payload.signal,
    symbol: payload.symbol,
    confidence: payload.confidence || 0.5,
    timestamp: Date.now(),
  }),
});

console.log(`Webhook URL: ${source.url}`);
// POST to: https://your-domain.com/webhooks/my-signals
```

### Add Custom REST Source

```typescript
// Add REST API data source
const source = await integrations.addRest({
  name: 'my-api',
  description: 'Custom price API',

  // API config
  url: 'https://api.example.com/prices',
  method: 'GET',
  headers: {
    'Authorization': `Bearer ${process.env.MY_API_KEY}`,
  },

  // Polling interval
  intervalMs: 30000,

  // Transform response
  transform: (response) => ({
    price: response.data.price,
    volume: response.data.volume,
    timestamp: Date.now(),
  }),
});
```

### Add WebSocket Source

```typescript
// Add WebSocket data source
const source = await integrations.addWebSocket({
  name: 'live-prices',
  description: 'Real-time price feed',

  // WebSocket config
  url: 'wss://stream.example.com/prices',

  // Message handlers
  onMessage: (data) => ({
    type: 'price',
    symbol: data.s,
    price: parseFloat(data.p),
    timestamp: data.t,
  }),

  // Subscription message
  subscribe: {
    method: 'SUBSCRIBE',
    params: ['btcusdt@trade'],
  },

  // Reconnect settings
  reconnect: true,
  reconnectIntervalMs: 5000,
});
```

### Subscribe to Data

```typescript
// Subscribe to real-time updates
integrations.subscribe('my-signals', (data) => {
  console.log(`Signal: ${data.signal} ${data.symbol}`);
  console.log(`Confidence: ${data.confidence}`);

  if (data.signal === 'BUY' && data.confidence > 0.8) {
    // Execute trade logic
  }
});

// Subscribe to multiple sources
integrations.subscribeAll(['fedwatch', 'crypto', 'my-signals'], (source, data) => {
  console.log(`[${source}] ${JSON.stringify(data)}`);
});
```

### Get Latest Data

```typescript
// Get current data from source
const fedData = await integrations.getData('fedwatch');

console.log('Fed Rate Probabilities:');
for (const meeting of fedData.meetings) {
  console.log(`${meeting.date}: ${meeting.probabilities}`);
}

// Get with freshness check
const data = await integrations.getData('crypto', {
  maxAgeMs: 60000,  // Refetch if older than 60s
});
```

### Check Status

```typescript
// Get source status
const status = await integrations.getStatus('my-api');

console.log(`Status: ${status.status}`);  // 'healthy' | 'degraded' | 'error'
console.log(`Last fetch: ${status.lastFetch}`);
console.log(`Last error: ${status.lastError}`);
console.log(`Fetch count: ${status.fetchCount}`);
console.log(`Error count: ${status.errorCount}`);

// Get all statuses
const all = await integrations.getAllStatuses();
```

---

## Built-in Data Sources

| Source | Type | Data | Refresh |
|--------|------|------|---------|
| **fedwatch** | REST | Fed rate probabilities | 5 min |
| **538** | REST | Election forecasts | 1 hour |
| **silver** | REST | Silver Bulletin forecasts | 1 hour |
| **rcp** | REST | Polling averages | 15 min |
| **odds-api** | REST | Sports betting odds | 1 min |
| **polymarket** | WebSocket | Market prices | Real-time |
| **kalshi** | WebSocket | Market prices | Real-time |
| **binance** | WebSocket | Crypto prices | Real-time |

---

## Custom Source Types

| Type | Best For | Latency |
|------|----------|---------|
| **webhook** | External signals pushed to you | Instant |
| **rest** | APIs you poll periodically | Seconds |
| **websocket** | Real-time streaming data | Milliseconds |

---

## Using Data in Bots

```typescript
import { createTradingBot } from 'clodds/trading';
import { createIntegrationsManager } from 'clodds/integrations';

const integrations = createIntegrationsManager();
const bot = createTradingBot();

// Use custom signals in bot strategy
integrations.subscribe('my-signals', async (signal) => {
  if (signal.signal === 'BUY' && signal.confidence > 0.9) {
    await bot.execute({
      platform: 'polymarket',
      market: signal.symbol,
      side: 'YES',
      size: 100 * signal.confidence,
    });
  }
});

// Use Fed data for macro bets
integrations.subscribe('fedwatch', async (data) => {
  const cutProb = data.meetings[0].probabilities['25bp_cut'];
  if (cutProb > 0.8) {
    // High probability of rate cut
    await bot.execute({
      platform: 'kalshi',
      market: 'fed-rate-cut',
      side: 'YES',
      size: 500,
    });
  }
});
```

---

## Environment Variables

```bash
# Built-in sources
CME_FEDWATCH_API_KEY=your-key
FIVETHIRTYEIGHT_API_KEY=your-key
ODDS_API_KEY=your-key

# Custom sources
MY_SIGNALS_WEBHOOK_SECRET=your-secret
MY_API_KEY=your-key
```

---

## Best Practices

1. **Validate incoming data** — Use schemas for webhooks
2. **Set appropriate intervals** — Don't poll too frequently
3. **Handle errors gracefully** — Sources will fail sometimes
4. **Monitor freshness** — Alert on stale data
5. **Transform consistently** — Normalize data formats
6. **Use WebSocket for latency** — When milliseconds matter


---
Source attribution: alsk1992
Original project: https://github.com/alsk1992/CloddsBot/blob/c930628c47a4a745f497e29035a3b64622f97cc7/src/skills/bundled/integrations/SKILL.md
License: MIT
License information: https://opensource.org/license/mit
Original upstream instructions; downloaded from Mega AI Hub.

## Upstream license notice

MIT License

Copyright (c) 2026 alsk1992

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.



# Mega AI Hub resource metadata

Creator / publisher: alsk1992
Original project: https://github.com/alsk1992/CloddsBot/blob/c930628c47a4a745f497e29035a3b64622f97cc7/src/skills/bundled/integrations/SKILL.md
Attribution basis: Source repository record

Fields of work: Development & Engineering, Product Management
Roles: Backend Developer, Data Engineer, Growth Product Manager, ML / AI Engineer, Product Manager
Specialties: API, Database
Tools: Clodds, SQLite
Country applicability: Country not specified
Classification basis: Source catalog labels
Instruction SHA-256: 8290d321e7d2ece54ba73d1112d5ec625e630a58b3e74136a92283e8e2e6b58c
