serpapi-cost-tuning
Installation
SKILL.md
SerpAPI Usage and Cost Governance
Overview
Forecast from observed search demand and the account's current contract, then reduce waste without inventing static plan economics.
Prerequisites
- Current pricing page and Account API snapshot
- Search attempts, server/application cache hits, engine mix, retries, and business outcome volume
- Product freshness requirements and owners for finance, product, and the SerpAPI account
Tool Discipline
Use Read, Glob, and Grep to inventory callers, cache behavior, and retry amplification, WebFetch to verify current public pricing and cache rules, and Write or Edit for forecasts, budgets, dashboards, and safe optimizations.
Current Contract
Plans, prices, included searches, and hourly throughput can change. Account API exposes the subscribed plan, searches left, usage, renewal date, and throughput. Exactly matching cached searches can be served from SerpAPI's one-hour cache for free; no_cache=true opts out and can increase consumption.