Super Data Science: ML & AI Podcast with Jon Krohn
1022: CLAUDE.md, AGENTS.md, Skills, Hooks and Subagents: A Field Guide to Steering AI Agents
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Show notes
In Episode #1022, Jon Krohn tackles the art of steering AI agents, deciding where your instructions should live so they get followed reliably without bloating every request. A sequel to Episode #1020 (where model size and effort set an agent’s horsepower), this one is about direction: the seven ways to deliver instructions, why a hook beats a prompt, the industry-wide agents.md standard, and three practical takeaways you can apply whatever your stack.
Additional materials: www.superdatascience.com/1022
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In this episode you will learn:
(02:52) The seven ways to deliver instructions to an agent
(06:42) Why a hook is a guarantee and an instruction is only a probability
(13:00) Three takeaways for organizing your instructions
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