Code Execution — 7 Skills

SkillMedia

7 code execution skills. Trigger: running code, interactive notebooks, Jupyter, Colab, sandboxed execution. Design: execution environment guides with setup instructions and best practices.

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

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

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 Code Execution skill

What this skill tells your AI

The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/43-wentorai-research-plugins/skills/tools/code-exec/SKILL.md and read by ahel’s review.

Select the skill matching the user's need, then read its SKILL.md.

Skill	Description
google-colab-guide	Run and manage Google Colab notebooks for Python and ML research
jupyter-notebook-guide	Best practices for computational research notebooks with reproducible workflows
kaggle-api-guide	Download datasets, manage competitions and notebooks via Kaggle API
overleaf-cli-guide	Sync and manage Overleaf LaTeX projects from the command line
python-reproducibility-guide	Reproducible Python environments, notebooks, and literate programming
r-reproducibility-guide	Create reproducible research workflows with R and RMarkdown/Quarto
sandbox-execution-guide	Secure sandboxed code execution environments for reproducible research computing

Signals

GitHub stars: 4k
Forks: 531
Last commit: Sep 2026

ahel review

K1binfo
installs-packages (in google-colab-guide/SKILL.md)
K1binfo
installs-packages (in jupyter-notebook-guide/SKILL.md)
K1binfo
installs-packages (in kaggle-api-guide/SKILL.md)
K1binfo
installs-packages (in overleaf-cli-guide/SKILL.md)
K1binfo
installs-packages (in python-reproducibility-guide/SKILL.md)
K1binfo
installs-packages (in sandbox-execution-guide/SKILL.md)

Automated review, not a security audit. Ruleset v1+k2.

Advanced

Item type: skill
Key: code-exec-skills
Source: github.com/brycewang-stanford/auto-empirical-research-skills

github.com/brycewang-stanford/auto-empirical-research-skills

Code Execution — 7 Skills

What this skill tells your AI

Signals

ahel review

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