# SandboxAQ agent skills for Claude Code, Cursor and RevampKey

> Ready-made SandboxAQ playbooks for AI agents: rank protein-ligand potency with AI, run an AQCat adsorption screen with AI. Free SKILL.md files for Claude Code, Cursor and Codex, or one click in RevampKey.

## Skills

- [Use the SandboxAQ connector safely](https://revampkey.com/marketplace/sandboxaq/skills/essentials.md): Connects your AI assistant to SandboxAQ's scientific models, confirms the account and tier first, and asks before any billed run starts.
- [Rank protein-ligand potency with AI](https://revampkey.com/marketplace/sandboxaq/skills/rank-protein-ligand-potency.md): Plans and runs AQPotency triage: picks a single pair, library screen, panel scan or selectivity profile, sequences runs to control cost, and returns a ranked shortlist with caveats. It asks before any run is submitted.
- [Run an AQCat adsorption screen with AI](https://revampkey.com/marketplace/sandboxaq/skills/run-aqcat-adsorption-screen.md): Frames a catalyst and adsorbate question, submits an AQCat adsorption run, tracks it with the job tools, and reads the results back as a ranked pre-screen. Asks before any run that creates a billable job.

## Install

- RevampKey: connect SandboxAQ at https://revampkey.com/marketplace/sandboxaq; the skills come with it.
- Any Agent Skills tool, into the current project:

```bash
for s in essentials rank-protein-ligand-potency run-aqcat-adsorption-screen; do
  curl -fsSL --create-dirs -o .agents/skills/sandboxaq-$s/SKILL.md https://revampkey.com/marketplace/sandboxaq/skills/$s/SKILL.md
done
```

### What is a SandboxAQ agent skill?

A SKILL.md file: a short playbook an AI agent loads when your request matches it. Each SandboxAQ skill describes one job, which SandboxAQ tools to use in which order, what to check first and when to stop and ask you.

### Do the SandboxAQ skills change anything on their own?

3 of the 3 only read. The others tell the agent to show you the change and wait for a yes before it creates, edits or deletes anything in SandboxAQ.

### Which tools can use these skills?

Any agent that reads the open Agent Skills format: Claude Code, Cursor, Codex, VS Code with Copilot and RevampKey. In RevampKey they are attached when you connect SandboxAQ; elsewhere you copy the folders into your project or skills directory.

### Do I need the SandboxAQ MCP server too?

Yes. The skills tell the agent how to do the work; the SandboxAQ MCP server gives it the tools to do it. The SandboxAQ MCP setup guide covers every client.

MCP setup guide: https://revampkey.com/marketplace/sandboxaq.md