Workflow Multi Cli Plan

What it does

This skill orchestrates multi-step workflows by dynamically planning and executing sequences of shell commands across different CLI tools. It enables AI agents to coordinate complex tasks that require chaining multiple utilities together in a structured manner.

When to use it

• Automating repetitive system administration tasks involving multiple services.
• Running data pipelines that depend on sequential processing steps.
• Executing deployment scripts that require coordination between build and verification tools.
• Managing infrastructure changes where one command's output triggers the next step.

Key capabilities

• Dynamic workflow planning for multi-command sequences.
• Cross-tool CLI orchestration.
• Sequential execution logic with dependency handling.
• Shell script generation and management.

Example prompts

• "Create a workflow to backup my database, compress the file, and move it to the archive directory."
• "Plan a sequence of commands to update dependencies, run tests, and deploy my application."
• "Orchestrate a multi-step process to clean up old logs, rotate disk space, and notify the admin team."

Tips & gotchas

Ensure your AI agent has appropriate shell access and permissions before executing generated command sequences. Always review planned workflows in a safe environment before running them on production systems to prevent unintended side effects from chained commands.