A serverless interactive query service integration that allows you to analyze Amazon S3 data using standard SQL directly within your AI agent workflows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install amazon-athena
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install amazon-athena using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Amazon Athena?
Amazon Athena is a serverless query service that makes it easy to analyze data in Amazon S3 using standard SQL. This integration for Openclaw Skills allows developers to perform ad-hoc querying and manage large datasets without the need to manage complex infrastructure. By utilizing Membrane as the underlying engine, this skill handles the heavy lifting of authentication and credential management, allowing you to focus on data logic.
The skill provides a robust interface for interacting with the Athena Data Catalog, including databases and tables, while also supporting workgroup management and query execution. It is designed to burn fewer tokens by using pre-built actions that handle pagination and field mapping automatically, making it an efficient choice for data-driven Openclaw Skills implementations.
Amazon Athena Use Cases
- Running ad-hoc SQL queries on S3 datasets for rapid data analysis.
- Automating the management of Athena Data Catalogs, including database and table creation.
- Building automated reporting workflows that trigger Athena queries and process results.
- Managing Athena workgroups and named queries programmatically via AI agents.
How Amazon Athena Works
- The user installs and authenticates the Membrane CLI to provide a secure environment for Openclaw Skills.
- A connection to the Amazon Athena service is established and verified for readiness.
- The agent searches for specific actions based on natural language intent (e.g., "Run a query").
- The skill executes the selected action, passing necessary parameters like SQL strings or workgroup IDs.
- Results are returned as structured JSON, handled securely through Membrane's authentication proxy.
Amazon Athena Setup
Install the required CLI tool:
npm install -g @membranehq/cli@latest
Authenticate your agent environment:
membrane login --tenant --clientName=openclaw
Ensure a connection to Amazon Athena is established:
membrane connection ensure "https://aws.amazon.com/athena/" --json
If the connection is building, wait for it to reach the READY state:
npx @membranehq/cli connection get <id> --wait --json
Amazon Athena Data Schema & Taxonomy
The skill organizes its operations around the standard Amazon Athena hierarchy. Data returned via Openclaw Skills is structured for easy parsing:
| Component | Description |
|---|---|
| Query Result | The resulting dataset from an executed SQL statement |
| Data Catalog | Metadata storage for databases and tables |
| Named Query | Pre-defined SQL queries stored for frequent execution |
| Workgroup | Resource groups used to manage query execution and limits |
Amazon Athena Advanced Features
- Intelligent action discovery using natural language intent mapping.
- Transparent credential refresh for long-running data analysis tasks.
- Direct API proxy requests for advanced Athena features not covered by standard actions.
- Built-in error handling and status polling for asynchronous query executions.
- Machine-readable JSON output for seamless integration into complex Openclaw Skills pipelines.
SKILL.md
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