Agent skill

benchmark-suite-manager

Manage benchmarks for algorithm engineering experiments and evaluations

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Forks 31

Install this agent skill to your Project

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

Metadata

Additional technical details for this skill

phase
6
domain
science
category
research-documentation
specialization
computer-science

SKILL.md

Benchmark Suite Manager

Purpose

Provides expert guidance on managing benchmark suites for algorithm engineering and experimental evaluation.

Capabilities

  • Standard benchmark suite access (DIMACS, TSPLIB, etc.)
  • Instance generation for specific problem classes
  • Statistical analysis of results
  • Performance comparison tables
  • Visualization of scaling behavior
  • Reproducibility support

Usage Guidelines

  1. Suite Selection: Choose appropriate benchmark suite
  2. Instance Selection: Select representative instances
  3. Execution: Run experiments systematically
  4. Analysis: Perform statistical analysis
  5. Reporting: Generate comparison tables and plots

Tools/Libraries

  • DIMACS
  • TSPLIB
  • SuiteSparse Matrix Collection
  • Statistical tools

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