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optuna-hyperparameter-tuner
80 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
By a5c-ai/babysitter (GitHub) · coding · 1,903 stars · scanned at commit feb68ab
Optuna integration skill for automated hyperparameter optimization with advanced search strategies, pruning, multi-objective optimization, and visualization capabilities.
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 15 places.
Show 12 more
- library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/README.md, line 48
pip install optuna[postgresql] - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/README.md, line 51
pip install optuna-integration[sklearn,pytorch,tensorflow] - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/README.md, line 245
"command": "uvx", - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 63
pip install optuna>=3.0.0 - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 69
pip install optuna[mysql] # MySQL support - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 70
pip install optuna[postgresql] # PostgreSQL support - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 73
pip install optuna-dashboard # Web dashboard - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 74
pip install plotly # Interactive plots - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 77
pip install optuna-integration[sklearn] - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 78
pip install optuna-integration[pytorch] - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 79
pip install optuna-integration[tensorflow] - library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner/SKILL.md, line 337
"command": "uvx",
Runs commands on your computer
The author does not mention this. Expected for a coding skill.
Found in 3 places.
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'optuna-hyperparameter-tuner' ] || [ -L ~/.agents/skills/'optuna-hyperparameter-tuner' ]; then echo 'A skill folder named optuna-hyperparameter-tuner already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/a5c-ai/babysitter' "$d" && git -C "$d" checkout --quiet 'feb68abe397acc14f32b34984975c48fedba2b33' -- 'library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner' && mkdir -p ~/.agents/skills && cp -R "$d"/'library/specializations/data-science-ml/skills/optuna-hyperparameter-tuner' ~/.agents/skills/'optuna-hyperparameter-tuner' && 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/'optuna-hyperparameter-tuner' ~/.claude/skills/'optuna-hyperparameter-tuner' (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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Score history
| Date | Version | Score |
|---|
| 2026-11-08 | feb68ab | 80 |
| 2026-11-07 | feb68ab | 80 |