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hydra

80 / 100 · Low risk

Fine to try.

By mkurman/zorai (GitHub) · research · 327 stars · scanned at commit 8ea1fc3

Configuration framework for complex applications (Hydra). Dynamic hierarchical configuration by composition and override via CLI, YAML, and structured configs. Use for ML experiment management, multi-environment deployment, hyperparameter sweeps, and reproducible research workflows. Integrates with PyTorch Lightning, Weights & Biases, MLflow, and Optuna.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'hydra' ] || [ -L ~/.agents/skills/'hydra' ]; then echo 'A skill folder named hydra already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mkurman/zorai' "$d" && git -C "$d" checkout --quiet '8ea1fc3ae126b6e103b8508bacd8f5aa60b6f4ad' -- 'skills/scientific-skills/hydra' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/scientific-skills/hydra' ~/.agents/skills/'hydra' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'hydra' ~/.claude/skills/'hydra' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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