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AGENT SKILL

gamma-cost-tuning

gamma-cost-tuning 是面向商业与营销的 Agent Skill,来自 jeremylongshore/claude-code-plugins-plus-skills。查看技能说明、操作步骤与使用约定,并通过原项目了解详细用法。

Optimize Gamma usage costs and manage API spending. Use when reducing API costs, implementing usage quotas, or planning for scale with budget constraints. Trigger with phrases like "gamma cost", "gamma billing", "gamma budget", "gamma expensive", "gamma pricing".

SKILL.md

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namegamma-cost-tuning
descriptionOptimize Gamma usage costs and manage API spending. Use when reducing API costs, implementing usage quotas, or planning for scale with budget constraints. Trigger with phrases like "gamma cost", "gamma billing", "gamma budget", "gamma expensive", "gamma pricing".
allowed-toolsRead, Write, Edit
version1.0.0
licenseMIT
authorJeremy Longshore <[email protected]>

Gamma Cost Tuning

Overview

Optimize Gamma API usage to minimize costs while maintaining functionality.

Prerequisites

  • Active Gamma subscription
  • Access to usage dashboard
  • Understanding of pricing tiers

Gamma Pricing Model

Resource Free Pro Team Enterprise
Presentations/mo 10 100 500 Custom
AI generations 5 50 200 Unlimited
Exports/mo 10 100 500 Unlimited
API calls/min 10 60 200 Custom
Storage 1GB 10GB 100GB Custom

Instructions

Step 1: Usage Monitoring

// Track usage per operation
interface UsageTracker {
  presentations: number;
  generations: number;
  exports: number;
  apiCalls: number;
}

const dailyUsage: UsageTracker = {
  presentations: 0,
  generations: 0,
  exports: 0,
  apiCalls: 0,
};

function trackUsage(operation: keyof UsageTracker) {
  dailyUsage[operation]++;

  // Check if approaching limits
  const limits = { presentations: 100, generations: 50, exports: 100, apiCalls: 60 };
  const percentage = (dailyUsage[operation] / limits[operation]) * 100;

  if (percentage >= 80) {
    console.warn(`Warning: ${operation} usage at ${percentage}%`);
    alertOps(`Gamma ${operation} usage high: ${percentage}%`);
  }
}

// Wrap API calls
async function createPresentation(opts: object) {
  trackUsage('apiCalls');
  trackUsage('presentations');
  if (opts.generateAI) trackUsage('generations');

  return gamma.presentations.create(opts);
}

Step 2: Implement Usage Quotas

interface UserQuota {
  userId: string;
  presentationsRemaining: number;
  generationsRemaining: number;
  exportsRemaining: number;
  resetsAt: Date;
}

async function checkQuota(userId: string, operation: string): Promise<boolean> {
  const quota = await getQuota(userId);

  const quotaField = `${operation}Remaining` as keyof UserQuota;
  if (typeof quota[quotaField] === 'number' && quota[quotaField] <= 0) {
    throw new QuotaExceededError(`${operation} quota exceeded`);
  }

  return true;
}

async function consumeQuota(userId: string, operation: string) {
  await db.quotas.update({
    where: { userId },
    data: { [`${operation}Remaining`]: { decrement: 1 } },
  });
}

// Usage in API route
app.post('/api/presentations', async (req, res) => {
  await checkQuota(req.userId, 'presentations');
  const result = await gamma.presentations.create(req.body);
  await consumeQuota(req.userId, 'presentations');
  res.json(result);
});

Step 3: Optimize AI Generation Usage

// Expensive: Full AI generation for each request
const expensive = await gamma.presentations.create({
  prompt: 'Create 20 slides about AI',
  generateAI: true,
  slideCount: 20, // Uses lots of AI credits
});

// Cost-effective: Template + targeted AI
const costEffective = await gamma.presentations.create({
  template: 'business-pitch', // Pre-made structure
  title: 'Our AI Solution',
  slides: [
    { title: 'Introduction', content: predefinedContent },
    { title: 'Problem', generateAI: true }, // AI only where needed
    { title: 'Solution', generateAI: true },
    { title: 'Team', content: teamData }, // No AI needed
    { title: 'Contact', content: contactInfo },
  ],
});

Step 4: Caching to Reduce API Calls

import Redis from 'ioredis';

const redis = new Redis(process.env.REDIS_URL);
const CACHE_TTL = 3600; // 1 hour

async function getCachedOrFetch<T>(
  key: string,
  fetchFn: () => Promise<T>
): Promise<T> {
  // Check cache
  const cached = await redis.get(key);
  if (cached) {
    return JSON.parse(cached);
  }

  // Fetch and cache
  const data = await fetchFn();
  await redis.setex(key, CACHE_TTL, JSON.stringify(data));

  return data;
}

// Usage - reduces repeated API calls
const presentation = await getCachedOrFetch(
  `presentation:${id}`,
  () => gamma.presentations.get(id)
);

Step 5: Batch Operations

// Expensive: Individual operations
for (const item of items) {
  await gamma.presentations.create(item); // N API calls
}

// Cost-effective: Batch operation
await gamma.presentations.createBatch(items); // 1 API call

// Or queue for off-peak processing
await queue.addBulk(items.map(item => ({
  name: 'create-presentation',
  data: item,
  opts: { delay: calculateOffPeakDelay() },
})));

Step 6: Cost Alerts and Budgets

// Set up budget alerts
const budget = {
  monthly: 100, // $100/month
  current: 0,
  alertThresholds: [50, 75, 90, 100],
};

async function recordCost(operation: string, cost: number) {
  budget.current += cost;

  for (const threshold of budget.alertThresholds) {
    const percentage = (budget.current / budget.monthly) * 100;
    if (percentage >= threshold) {
      await sendBudgetAlert(threshold, budget.current);
    }
  }

  if (budget.current >= budget.monthly) {
    await disableNonCriticalFeatures();
  }
}

Cost Reduction Strategies

Strategy Savings Implementation
Caching 30-50% Redis/in-memory cache
Batching 20-40% Batch API calls
Templates 40-60% Reduce AI usage
Off-peak 10-20% Queue for low-cost periods
Quotas Variable Per-user limits

Resources

Next Steps

Proceed to gamma-reference-architecture for architecture patterns.

来源:jeremylongshore/claude-code-plugins-plus-skills · MIT 许可 · 许可原文 · MD 为来源页保存的历史版本