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.

Installs
2
GitHub Stars
2.8K
First Seen
13 days ago
serpapi-cost-tuning — jeremylongshore/tons-of-skills-marketplace