Agent skill

benchmark-suite-manager

Manage and execute mathematical benchmark suites

Stars 514
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/science/mathematics/skills/benchmark-suite-manager

Metadata

Additional technical details for this skill

phase
6
domain
science
category
reproducibility
specialization
mathematics

SKILL.md

Benchmark Suite Manager

Purpose

Provides management and execution capabilities for mathematical benchmark suites for algorithm validation.

Capabilities

  • Standard benchmark access (Matrix Market, NIST, etc.)
  • Custom benchmark generation
  • Performance profiling
  • Accuracy validation
  • Comparison against reference solutions
  • Statistical analysis of results

Usage Guidelines

  1. Benchmark Selection: Choose appropriate standard benchmarks
  2. Custom Generation: Create problem-specific benchmarks
  3. Validation: Compare against known solutions
  4. Statistical Analysis: Properly analyze performance data

Tools/Libraries

  • Matrix Market
  • NIST Digital Library
  • SuiteSparse Matrix Collection

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