Benchmark Suite Manager

SkillDev tools

Manage and execute mathematical benchmark suites

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Benchmark Suite Manager skill

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/mathematics/skills/benchmark-suite-manager/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars
2k
Forks
112
Last commit
Sep 2026
Advanced
Item type
skill
Key
benchmark-suite-manager
Source
github.com/a5c-ai/babysitter