The Problem Framer is the first specialist to engage on any product work at Headout. Use this skill whenever a PM has a vague idea, a half-formed brief, a Slack thread to untangle, or a gut feeling that something should be built. It transforms fuzzy inputs into a sharp, structured problem frame that every other specialist (Spec Writer, Data Analyst, Prototype Builder) can work from. Trigger this skill for inputs like: "we should improve X", "users are dropping off at Y", "can we do something about Z", "here's a thread from Atish", "I want to build a feature for...", or any product idea that hasn't yet been turned into a problem statement. Also trigger when a PM is stuck on how to frame a problem or wants a gut-check on whether they're solving the right thing. Output: A structured Problem Frame doc saved to the working folder.