resourceful-problem-solving

When no dedicated CLI tool exists for task automation, you can escalate by searching for a matching skill first, then checking available CLI tools, and finally implementing a short script to complete the job.

The best way to handle data processing requests without a specific tool is following a structured escalation workflow: search for a matching skill, check CLI tools, and implement a short script when needed.

Yes, you can save and reuse scripts created for automation tasks. The workflow supports offering to save useful scripts as reusable extensions via the extension_creator tool for future use.

Yes, this problem-solving workflow works for content generation and tooling tasks. It applies to any request lacking a dedicated tool, including automation, data processing, and content generation workflows.

To ensure safe and validated execution when running custom scripts, the escalation workflow enforces clear escalation rules and emphasizes safe, validated execution before implementing any script.

You should avoid writing a custom script when a matching skill or an existing CLI tool can already handle the task, as the escalation workflow prioritizes searching for existing capabilities before implementing new scripts.