Interview users the way planners plan
Free doctrine skill that runs multi-decision interviews as a frontier walk over a decision tree. Each round asks every question whose prerequisites are settled — numbered, each with a recommended answer — then recomputes.
Install
Install commandFree — no account needed
$ npx skills add https://www.aisdkagents.com/skill/frontier-interview --skill frontier-interviewRun it in your terminal, then restart your AI coding tool so it can discover the skill.
Outcomes
Maps the decision tree first
Lists every decision the task needs and its prerequisites before asking anything, so you see the shape of the problem.
Asks the whole frontier at once
Every question whose prerequisites are settled goes out in one message. No dripping questions one at a time, no premature dumps.
Facts are never your job
Anything answerable by reading the repo, docs, or web is fetched by the agent itself — only judgment calls reach you.
Every question has a recommendation
Each numbered question ships with a recommended answer and rationale, so replying “accept all” is always a valid single answer.
Where the frontier walk pays off
Model-invoked doctrine: other skills and your agent invoke it whenever a task needs several interdependent decisions. Not for a single question — just ask that directly.
Project setup where harness, docs layout, and tracker conventions all interdepend.
A design direction with typography, color, and motion choices that build on each other.
Architecture decisions where later questions only make sense after earlier answers.
Resolving merge conflicts that need several judgment calls from the owner.
Other free skills in the setup kit
Setup runs the interview, then dispatches to the engines