grill-me is a skill that turns a vague plan into a clearer sequence of decisions.
Its real value is not just better AI output. It helps the human side get clearer first. When goals, assumptions, and priorities are still mixed together, grill-me asks focused questions so the next step becomes easier to see.
That is why the skill often gets unusually strong reactions. People do not just feel that it is useful. They feel that their thinking starts moving again.
One practical reason it works well is that it does not blindly ask everything back. If something can be confirmed from files or the codebase, the skill is meant to inspect those first and only ask what still needs a decision.
My own reaction is simple: when I use this skill, it becomes much easier to sort out what I need to do now. That is why I like it so much.
Another useful way to frame it is as an AI version of a sounding board. It does not mainly generate code. It pushes back on unclear thinking before the code is written.
That matters more now because implementation speed is no longer the only bottleneck. In many AI-assisted workflows, the harder part is deciding what to build, in what order, and with which assumptions.
If your work often stalls at the stage where everything feels half-decided, grill-me is worth trying. It is less of a brainstorming toy and more of a precision tool for moving forward. It also feels like the kind of skill that could become standard equipment in AI-native development.
