Computational Environment Manager

SkillDev tools

Manage reproducible computational environments

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 Computational Environment 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/computational-environment-manager/SKILL.md and read by ahel’s review.

Purpose

Provides management capabilities for reproducible computational environments in mathematical research.

Capabilities

  • Docker container configuration
  • Conda environment specification
  • Package version pinning
  • Random seed management
  • Platform independence verification
  • Execution trace logging

Usage Guidelines

  1. Environment Specification: Define complete environment specs
  2. Version Pinning: Pin all package versions
  3. Seed Management: Control random seeds for reproducibility
  4. Documentation: Document environment setup procedures

Tools/Libraries

  • Docker
  • Conda
  • pip
  • Julia Pkg

Signals

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