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SKILL.md

name windsurf-cost-tuning
description Optimize Windsurf costs through tier selection, sampling, and usage monitoring. Use when analyzing Windsurf billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "windsurf cost", "windsurf billing", "reduce windsurf costs", "windsurf pricing", "windsurf expensive", "windsurf budget".
allowed-tools Read, Grep
version 1.0.0
license MIT
author Jeremy Longshore <jeremy@intentsolutions.io>

Windsurf Cost Tuning

Overview

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

Prerequisites

  • Access to Windsurf 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

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

function estimateWindsurfCost(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

class WindsurfUsageMonitor {
  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 Windsurf budget limit');
    }
  }

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

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

Cost Reduction Strategies

Step 1: Request Sampling

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

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

Step 2: Batching Requests

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

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

Step 3: Caching (from P16)

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

Step 4: Compression

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

Budget Alerts

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

Cost Dashboard Query

-- 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 windsurf_api_logs
WHERE created_at >= NOW() - INTERVAL '30 days'
GROUP BY 1
ORDER BY 1;

Instructions

Step 1: Analyze Current Usage

Review Windsurf 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

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

Resources

Next Steps

For architecture patterns, see windsurf-reference-architecture.