# From Smart Notes to AI Skills A method for turning captured knowledge into actionable wisdom: take [[Smart notes]] from a valuable non-fiction book, then ask AI to transform those notes into a set of reusable, composable [[AI Agent Skills]]. ## The core idea Most people who take notes from books end up with a static archive. The notes sit there, occasionally revisited, rarely applied. The gap between "I know this" and "I act on this" stays wide. The bridge: feed your [[Smart notes|smart notes]] to an AI coding assistant like [[Claude Code]] and ask it to generate skills from them. Each skill encodes a specific concept, framework, or decision process from the book into an executable instruction set that an [[AI Agents|AI agent]] can follow. ## How it works 1. **Read a non-fiction book** and take [[Smart notes]] or [[Literature notes]] as you go. Capture key frameworks, mental models, decision criteria, and actionable principles in your own words 2. **Organize the notes** in your [[Personal Knowledge Management (PKM)|PKM system]]. Break them into [[Atomic notes]] where each note captures one clear idea 3. **Ask AI to generate skills** from those notes. Provide the notes as context and prompt the AI to create [[AI Agent Skills]] that encode the book's frameworks as reusable instructions 4. **Compose and apply** the skills in your daily work. The AI agent can now think and act using the knowledge you captured, applying the author's frameworks to your real problems ## Why this matters - **Knowledge becomes executable**. Instead of a passive library, you get an active toolkit - **Wisdom compounds**. Each book you process adds new skills that compose with existing ones - **The AI becomes smarter with you**. Your curated knowledge shapes how the AI assists you, making it a true extension of your thinking - **You internalize deeper**. The act of structuring notes into skill-ready formats forces you to understand the material at a level most readers never reach ## Examples - Read a book on negotiation → Create a skill that walks you through preparation checklists and BATNA analysis before any negotiation - Read a book on writing → Create a skill that reviews your drafts against the author's principles - Read a book on decision-making → Create a skill that applies the author's decision framework when you face a choice - Read a book on business strategy → Create a skill that audits your plans against proven strategic patterns ## The composability angle Because [[AI Agent Skills]] are modular, skills from different books can work together. A writing skill from one book can combine with a persuasion framework from another and a structural thinking model from a third. Your reading becomes a growing library of composable capabilities. This is what [[Agentic Knowledge Management (AKM)]] looks like in practice: your knowledge base actively participates in your thinking and doing, rather than sitting as a passive reference. ## References - ## Related - [[Smart notes]] - [[AI Agent Skills]] - [[Claude Code Skills]] - [[Claude Code]] - [[Atomic notes]] - [[Literature notes]] - [[Personal Knowledge Management (PKM)]] - [[Agentic Knowledge Management (AKM)]] - [[AI Agents]] - [[Knowledge Worker Kit]] - [[How to Take Smart Notes (book)]] - [[Wisdom is knowledge put to action]] - [[AI skills operationalize passive knowledge]]