Axiom-Principle-Rule Framework

A hierarchical decision framework where axioms (unchangeable truths) derive principles (guiding beliefs), which derive rules (actionable constraints). This structure gives AI agents a composable reasoning chain: they can trace any operational rule back to the foundational belief that justifies it.

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The Axiom-Principle-Rule Framework: Codifying How You Think for AI Agents

A composable three-tier decision hierarchy — axiom, principle, rule — that codifies your judgment into structured context AI agents can traverse. Distilled from real PO practice, not academic theory.

Building a Second Brain for AI Agents

How to architect an Obsidian vault with typed frontmatter so AI agents can reason with your knowledge, not just search it.

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