Agent skill

exa-cost-tuning

Optimize Exa costs through tier selection, sampling, and usage monitoring. Use when analyzing Exa billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "exa cost", "exa billing", "reduce exa costs", "exa pricing", "exa expensive", "exa budget".

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Install this agent skill to your Project

npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/exa-cost-tuning

SKILL.md

Exa Cost Tuning

Overview

Optimize Exa costs through smart tier selection, sampling, and usage monitoring.

Prerequisites

  • Access to Exa billing dashboard
  • Understanding of current usage patterns
  • Database for usage tracking (optional)
  • Alerting system configured (optional)

Pricing Tiers

Tier Monthly Cost Included Overage
Free $0 1,000 requests N/A
Pro $99 100,000 requests $0.001/request
Enterprise Custom Unlimited Volume discounts

Cost Estimation

typescript
interface UsageEstimate {
  requestsPerMonth: number;
  tier: string;
  estimatedCost: number;
  recommendation?: string;
}

function estimateExaCost(requestsPerMonth: number): UsageEstimate {
  if (requestsPerMonth <= 1000) {
    return { requestsPerMonth, tier: 'Free', estimatedCost: 0 };
  }

  if (requestsPerMonth <= 100000) {
    return { requestsPerMonth, tier: 'Pro', estimatedCost: 99 };
  }

  const proOverage = (requestsPerMonth - 100000) * 0.001;
  const proCost = 99 + proOverage;

  return {
    requestsPerMonth,
    tier: 'Pro (with overage)',
    estimatedCost: proCost,
    recommendation: proCost > 500
      ? 'Consider Enterprise tier for volume discounts'
      : undefined,
  };
}

Usage Monitoring

typescript
class ExaUsageMonitor {
  private requestCount = 0;
  private bytesTransferred = 0;
  private alertThreshold: number;

  constructor(monthlyBudget: number) {
    this.alertThreshold = monthlyBudget * 0.8; // 80% warning
  }

  track(request: { bytes: number }) {
    this.requestCount++;
    this.bytesTransferred += request.bytes;

    if (this.estimatedCost() > this.alertThreshold) {
      this.sendAlert('Approaching Exa budget limit');
    }
  }

  estimatedCost(): number {
    return estimateExaCost(this.requestCount).estimatedCost;
  }

  private sendAlert(message: string) {
    // Send to Slack, email, PagerDuty, etc.
  }
}

Cost Reduction Strategies

Step 1: Request Sampling

typescript
function shouldSample(samplingRate = 0.1): boolean {
  return Math.random() < samplingRate;
}

// Use for non-critical telemetry
if (shouldSample(0.1)) { // 10% sample
  await exaClient.trackEvent(event);
}

Step 2: Batching Requests

typescript
// Instead of N individual calls
await Promise.all(ids.map(id => exaClient.get(id)));

// Use batch endpoint (1 call)
await exaClient.batchGet(ids);

Step 3: Caching (from P16)

  • Cache frequently accessed data
  • Use cache invalidation webhooks
  • Set appropriate TTLs

Step 4: Compression

typescript
const client = new ExaClient({
  compression: true, // Enable gzip
});

Budget Alerts

bash
# Set up billing alerts in Exa dashboard
# Or use API if available:
# Check Exa documentation for billing APIs

Cost Dashboard Query

sql
-- If tracking usage in your database
SELECT
  DATE_TRUNC('day', created_at) as date,
  COUNT(*) as requests,
  SUM(response_bytes) as bytes,
  COUNT(*) * 0.001 as estimated_cost
FROM exa_api_logs
WHERE created_at >= NOW() - INTERVAL '30 days'
GROUP BY 1
ORDER BY 1;

Instructions

Step 1: Analyze Current Usage

Review Exa dashboard for usage patterns and costs.

Step 2: Select Optimal Tier

Use the cost estimation function to find the right tier.

Step 3: Implement Monitoring

Add usage tracking to catch budget overruns early.

Step 4: Apply Optimizations

Enable batching, caching, and sampling where appropriate.

Output

  • Optimized tier selection
  • Usage monitoring implemented
  • Budget alerts configured
  • Cost reduction strategies applied

Error Handling

Issue Cause Solution
Unexpected charges Untracked usage Implement monitoring
Overage fees Wrong tier Upgrade tier
Budget exceeded No alerts Set up alerts
Inefficient usage No batching Enable batch requests

Examples

Quick Cost Check

typescript
// Estimate monthly cost for your usage
const estimate = estimateExaCost(yourMonthlyRequests);
console.log(`Tier: ${estimate.tier}, Cost: $${estimate.estimatedCost}`);
if (estimate.recommendation) {
  console.log(`💡 ${estimate.recommendation}`);
}

Resources

Next Steps

For architecture patterns, see exa-reference-architecture.

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