snap-skills

SNAP Skills

Created: 2026-04-09 · Last major update: 2026-04-09

A collection of agent skills for working on the Leskovec SNAP group's infrastructure at Stanford.

Intro

AI agents (Claude Code, OpenCode, etc.) are capable of general tasks, but they lack knowledge about Stanford and SNAP-specific infrastructure and workflows. This repository is a resource for agents to provide that missing information — cluster access, email integration, writing workflows, and more.

Think of it as a shared AGENTS.md for the group: each skill teaches your agent how to do one thing the SNAP way.

How to use this repository

This repository is packaged as a Claude Code plugin. It is both the plugin and its own single-plugin marketplace, so installation is one shell line:

claude plugin marketplace add moritzschaefer/snap-skills && \
  claude plugin install snap-skills@snap-skills

After installing, run /reload-plugins inside Claude Code (or restart). Skills become available under the snap-skills: namespace, e.g. /snap-skills:ilc-access. Claude will also load them automatically when their descriptions match the task.

To update: git pull has no effect on the local cache — run /plugin marketplace update snap-skills inside Claude Code (or claude plugin marketplace update snap-skills from the shell), then /reload-plugins.

OpenCode users: OpenCode uses a flat skill layout and does not support Claude Code's plugin manifest. Clone directly and symlink each skill:

git clone [email protected]:moritzschaefer/snap-skills.git ~/code/snap-skills
for d in ~/code/snap-skills/skills/*/; do
  ln -s "$d" ~/.config/opencode/skills/"$(basename $d)"
done

Note: Some skills require one-time setup (API keys, authentication, server-side config, etc.). The SKILL.md files specify these setup steps and instruct the agent to surface them to you if the skill fails to execute.

Prerequisites

• Make sure you have ssh-agent and your public key set up on ilc.
• Ideally run claude on your local machine. Do not run it on the ilc login node!

Repository layout

snap-skills/
├── .claude-plugin/
│   ├── plugin.json         # plugin manifest
│   └── marketplace.json    # single-plugin marketplace catalog
└── skills/
    ├── ilc-access/SKILL.md
    ├── email/
    ├── paper-writing/SKILL.md
    ├── create-presentation/SKILL.md
    └── linus-review/SKILL.md

Skills

Skill	Description
skills/ilc-access/	Submit SLURM jobs on the SNAP/ILC cluster with the correct account, partitions, storage tiers, and uv environment setup
skills/email/	Read, search, and send Stanford Office 365 email locally via Microsoft Graph API (needs testing)
skills/paper-writing/	Iterate on Overleaf manuscripts locally via git sync and in-place bracketed instructions; contains writing style instructions
skills/create-presentation/	Build Slidev presentations from an outline (org-mode note, markdown, or text)
skills/linus-review/	Review code changes with a Linus-inspired lens focused on data structures, special cases, cognitive load, and unnecessary abstraction

Contribute!

This project lives from your updates.

1. Fork this repository if you want to customize skills for your own setup.
2. Create a pull request to feed improvements back to the group.
3. Maintainer: TODO (to be decided — open an issue or ping @moritzschaefer)

Wish list

Skills that are planned but not yet written. If you need one of these, open an issue — I'll prioritize it.