OpenClaw Automation Commands

OpenClaw automates tasks by acting as an on-device, "always-on" AI agent that connects to applications (like Gmail, Calendar, Slack, and Discord) to execute, schedule, and manage workflows without manual input. It utilizes AI models (e.g., Gemini, Claude) for reasoning and decision-making, allowing it to handle complex, multi-step tasks rather than simple, rigid scripts.

Below are practical automation commands developers use with OpenClaw AI agents for file operations, coding workflows, and server control. These are written as natural-language commands you would type to the agent.

File Automation Commands

Useful for organizing, searching, and maintaining project files.

File Search & Analysis

Find all .py files larger than 1MB
Search the project for TODO comments
List files modified in the last 24 hours
Find duplicate files in this folder
Show the largest files in this directory
Find all files containing the word "password"

File Organization

Organize all files in Downloads by extension
Rename all files to lowercase
Move all .log files to a logs folder
Create folders for each file extension
Archive files older than 90 days

File Processing

Convert all CSV files in this folder to JSON
Extract all zip files in this directory
Resize all images in this folder to 1024px
Combine all text files into one file
Generate a report of file sizes in this project

Coding Automation Commands

Automate development tasks across languages.

Project Setup

Create a Python project structure with src, tests, and docs
Initialize a Node.js project with Express
Create a virtual environment and install requirements
Generate a Dockerfile for this project
Set up a Git repository with .gitignore

Code Generation

Generate CRUD API endpoints for this model
Create SQL schema from this JSON
Generate TypeScript interfaces from this API response
Create a Bash script to automate backups
Write a Python script to monitor disk usage

Code Maintenance

Format all Python files with Black
Lint this JavaScript project
Update all outdated dependencies
Remove unused imports from Python files
Generate documentation for all functions

Debugging Automation

Run tests and summarize failures
Find memory leaks in this code
Analyze this stack trace
Suggest optimizations for this function

Server & DevOps Automation Commands

These control servers, containers, and deployments.

Server Monitoring

Show CPU and memory usage
List running processes
Monitor disk space every 10 seconds
Check open ports on this machine
Show network traffic statistics

Service Management

Restart the Node.js server
Start the PostgreSQL service
Stop all running Docker containers
Check status of nginx
Reload systemd services

Deployment Automation

Deploy this project to a remote server
Pull latest changes from GitHub and restart the server
Build a Docker image and run the container
Create a docker-compose stack for this project
Update server packages and reboot if needed

Network & API Automation

Used for testing and monitoring APIs.

Check status of these URLs every minute
Ping a list of servers and report latency
Test this REST API endpoint
Generate curl commands for these APIs
Monitor API response times
Download data from this endpoint every hour

Advanced Multi-Step Automation

These commands combine multiple actions automatically.

Pull latest code, install dependencies, run tests
Backup database and upload to cloud storage
Scan project for secrets and security issues
Build project, create Docker image, and deploy
Analyze logs and report errors

A developer might type:

Pull the latest code from GitHub, install dependencies, run tests, and restart the server if tests pass

The agent would automate the entire pipeline.

Summary

Keeping it practical and protecting your time and resources, OpenClaw AI agent transforms simple to complex manual workflows into seamless, automated operations by bridging the gap between high-level AI reasoning and system execution for your needs. OpenClaw can also connect to applications (like Gmail, Calendar, Slack, Discord, etc.) to help you execute and manage workflows, saving you time and resources by avoiding manual work.

OpenClaw AI utilizes natural-language commands. You can delegate everything from routine file organization and project setup to code maintenance to create automation. This "always-on" OpenClaw AI agent doesn't just follow scripts, it understands intent, allowing you to focus on the big picture. At the same time, it handles the granular details and automates development tasks across languages.