This is a solo episode of the AI D2C WTF podcast a departure from the usual deep-dive guest interviews. Instead host, Thomas Moen goes practical and breaks down two dead-simple AI "skills" that he personally uses 10 to 15 times a day. A skill, as he explains, is just a markdown text file that Claude (or another AI agent) reads to follow a standard operating procedure, and the AI automatically knows when to invoke it.
The first skill is Grill Me, originally created by Matt Pocock and published on GitHub. It is only three sentences long and instructs the AI to interview you relentlessly about every aspect of a plan, one question at a time, until you reach a shared understanding, offering its recommended answer for each question. Though it was built for coding and development, the host has evolved it into a business and life tool. He shares how he and his business partner each ran Grill Me when deciding whether to hire a new head of agency. He surfaced 36 questions, his partner 17, and the exercise produced two markdown documents they compared to find the right path. He notes it works for anything from fixing weekly reports to deciding between a tent trip and a glamping trip.
The second skill is Handoff, also from Matt Pocock's library. It solves the context window problem. The host references the idea of a "smart zone" and a "dumb zone," where after roughly 200,000 to 300,000 tokens the AI starts to get confused and less reliable. When he feels a conversation slipping into the dumb zone, he invokes Handoff, which captures everything relevant from the current chat into a markdown file plus a short prompt that lets a fresh AI agent pick up exactly where the last one left off. The skill is about five sentences and includes instructions to save to a temp directory, reference artifacts by path rather than duplicating them, and redact sensitive information like API keys and passwords.
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