Interrogate the engineer's mental model of a system they don't primarily own, before they propose a change to it. Use when asked to "run the cross-system probe", "probe my understanding of [system]", "quiz me before I touch [system]", or when a PR crosses a service boundary or shared contract. The goal: surface knowledge gaps before the PR, not after the incident.
How to install cross-system-probe?
lilacmohr/ai-engineering-playbook/cross-system-probe
$npx -y skills add lilacmohr/ai-engineering-playbook --skill cross-system-probeInstalls into the current project.
›Prefer a prompt? Paste this to your agent
Run `npx skills use "https://github.com/lilacmohr/ai-engineering-playbook" --skill "lilacmohr/ai-engineering-playbook/cross-system-probe"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/lilacmohr/ai-engineering-playbook" that are relevant to the current task. Run `npx skills add "https://github.com/lilacmohr/ai-engineering-playbook"` and select the relevant skills, then follow their instructions.
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