Identify and avoid Perplexity anti-patterns and common integration mistakes. Use when reviewing Perplexity code for issues, onboarding new developers, or auditing existing Perplexity integrations for best practices violations. Trigger with phrases like "perplexity mistakes", "perplexity anti-patterns", "perplexity pitfalls", "perplexity what not to do", "perplexity code review".
View on GitHubjeremylongshore/claude-code-plugins-plus-skills
perplexity-pack
plugins/saas-packs/perplexity-pack/skills/perplexity-known-pitfalls/SKILL.md
February 1, 2026
Select agents to install to:
npx add-skill https://github.com/jeremylongshore/claude-code-plugins-plus-skills/blob/main/plugins/saas-packs/perplexity-pack/skills/perplexity-known-pitfalls/SKILL.md -a claude-code --skill perplexity-known-pitfallsInstallation paths:
.claude/skills/perplexity-known-pitfalls/# Perplexity Known Pitfalls
## Overview
Common mistakes and anti-patterns when integrating with Perplexity.
## Prerequisites
- Access to Perplexity codebase for review
- Understanding of async/await patterns
- Knowledge of security best practices
- Familiarity with rate limiting concepts
## Pitfall #1: Synchronous API Calls in Request Path
### ❌ Anti-Pattern
```typescript
// User waits for Perplexity API call
app.post('/checkout', async (req, res) => {
const payment = await perplexityClient.processPayment(req.body); // 2-5s latency
const notification = await perplexityClient.sendEmail(payment); // Another 1-2s
res.json({ success: true }); // User waited 3-7s
});
```
### ✅ Better Approach
```typescript
// Return immediately, process async
app.post('/checkout', async (req, res) => {
const jobId = await queue.enqueue('process-checkout', req.body);
res.json({ jobId, status: 'processing' }); // 50ms response
});
// Background job
async function processCheckout(data) {
const payment = await perplexityClient.processPayment(data);
await perplexityClient.sendEmail(payment);
}
```
---
## Pitfall #2: Not Handling Rate Limits
### ❌ Anti-Pattern
```typescript
// Blast requests, crash on 429
for (const item of items) {
await perplexityClient.process(item); // Will hit rate limit
}
```
### ✅ Better Approach
```typescript
import pLimit from 'p-limit';
const limit = pLimit(5); // Max 5 concurrent
const rateLimiter = new RateLimiter({ tokensPerSecond: 10 });
for (const item of items) {
await rateLimiter.acquire();
await limit(() => perplexityClient.process(item));
}
```
---
## Pitfall #3: Leaking API Keys
### ❌ Anti-Pattern
```typescript
// In frontend code (visible to users!)
const client = new PerplexityClient({
apiKey: 'sk_live_ACTUAL_KEY_HERE', // Anyone can see this
});
// In git history
git commit -m "add API key" // Exposed forever
```
### ✅ Better Approach
```typescript
// Backend only, environment variable
const client = new Pe