Ralph is a specialized command generator that creates robust automation loops for running AI CLI tools like Claude Code and Gemini through local terminal environments.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install ralph-loop-writer
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 ralph-loop-writer 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 Ralph: AI CLI Automation Loop Generator?
Ralph simplifies the process of repetitive AI prompting by generating ready-to-run shell commands for PowerShell, Bash, and CMD. By utilizing a PROMPT.md file as the core input, Ralph enables developers to execute complex, multi-run sequences with Claude Code, Gemini CLI, or Grok CLI without manual intervention. This tool is a vital part of the Openclaw Skills collection, designed to bridge the gap between static prompts and dynamic, agentic automation. It handles the nuances of different AI model flags, shell syntax, and safety permissions automatically, ensuring that your automation remains efficient and uninterrupted.
Ralph: AI CLI Automation Loop Generator Use Cases
- Iteratively refining code using Claude Code until a specific development goal is met.
- Batch processing data or text through Gemini CLI using a recurring prompt loop.
- Setting up time-limited research sessions with Grok CLI for agentic coding tasks.
- Automating long-running tasks that require multiple AI steps with built-in pause intervals.
- Creating fail-safe loops that stop automatically when a specific file trigger is detected in the workspace.
How Ralph: AI CLI Automation Loop Generator Works
- The user initiates the Ralph skill within their agentic environment to start the configuration process.
- Ralph prompts the user to select their preferred AI CLI tool, such as Claude Code, Gemini, or Grok, along with specific model versions.
- The user specifies their operating system environment to ensure the correct syntax for PowerShell, Windows CMD, or Bash.
- Ralph gathers specific parameters such as iteration counts, time limits, delay intervals, or file monitoring triggers.
- The skill generates a timestamped markdown file containing the precise, copy-pasteable command optimized for the target shell.
- The user executes the generated command to start the automated AI workflow using the local Openclaw Skills infrastructure.
Ralph: AI CLI Automation Loop Generator Setup
To use Ralph within the Openclaw Skills ecosystem, ensure you have the target CLI tools installed on your system path. No complex configuration is required for the skill itself; simply ensure a PROMPT.md file exists in your working directory before running the generated commands. You can verify your environment with these commands:
# Ensure Claude Code or Gemini CLI is installed
claude --version
gemini --version
Ralph: AI CLI Automation Loop Generator Data Schema & Taxonomy
Ralph generates a structured markdown file for every command request to maintain a history of your Openclaw Skills automations and provide clear execution instructions.
| Attribute | Description |
|---|---|
| Filename | Created as ralphcommand-YYYY-MM-DD-HHMMSS.md in the current directory. |
| Command Block | A shell-specific code block (PowerShell, CMD, or Bash) ready for copy-pasting. |
| Safety Triggers | Includes instructions for Ctrl+C or STOP.txt file creation to halt the loop. |
| Metadata | Records the tool, model, and shell environment parameters used during generation. |
Ralph: AI CLI Automation Loop Generator Advanced Features
- Multi-Model Support: Seamlessly switch between Claude Sonnet, Gemini Flash, or Grok Beta models with optimized flag handling.
- Intelligent Control Mechanisms: Configure advanced safeguards like maximum duration limits in minutes and custom 'STOP.txt' file triggers.
- Performance Logging: Built-in time tracking for every iteration to monitor API responsiveness and total execution speed per run.
- Cross-Platform Compatibility: Supports specialized syntax for Windows PowerShell, legacy Command Prompt, and Unix-based Bash shells.
- Automated Permission Handling: Automatically incorporates required flags like
--dangerously-skip-permissionsfor Claude Code to ensure loops don't hang on user prompts.
SKILL.md
Loading
Related Openclaw Skills
Crypto Whale Monitor
A specialized blockchain monitoring skill that uses Web3 RPC to track large-scale liquidity movements from whale wallets.
multisage
A powerful multi-model synthesis tool that queries Claude, GPT, and Gemini simultaneously to provide comprehensive, expert-vetted answers.
Cursor CLI Passthrough (cursor-tui)
A transparent bridge that spawns and relays Cursor Agent's CLI sessions directly to the user, making it one of the most essential Openclaw Skills for terminal-based AI development.
HSK Learning
A comprehensive HSK Chinese learning system featuring spaced repetition mastery tracking, vocabulary exposure analysis, and adaptive quiz generation.
Kimi CLI Coding Agent Skill
An advanced AI coding executor that enables agents to generate, refactor, and debug complex multi-file projects using the Kimi Code CLI.
Trust Guard
A security enforcement layer that scans and scores every skill before installation to prevent malicious code execution.
Featured*
