Skills
.Work. You
Rest

run-benchmark

Community

Benchmark File API vs Inline docs

Data & Analytics#performance#timing#benchmark#inline#File API
Authornimag
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill compares Gemini File API vs Inline document approaches for underwriting tasks, helping teams optimize data flow and caching strategies.

Core Features & Use Cases

  • Performance measurements: Upload time, total time, and per-round times.
  • Bias avoidance: Shuffles document order to mitigate caching artifacts.
  • JSON output: Presents timing data for analysis and reporting.

Quick Start

  1. Export GEMINI_API_KEY
  2. Build with make build
  3. Run the benchmark against a loan file with -docs and optional flags (e.g., -rounds, -json)

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: run-benchmark
Download link: https://github.com/nimag/fast/archive/main.zip#run-benchmark

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.