agency-zk-steward

To build a knowledge graph, create self-contained atomic notes and link each to at least two existing notes. This enforces a persistent index and expands the network through continuous forward and backward linking.

Luhmann's four principles validation enforces reliability through iterative validation loops. It checks atomic notes and explicit links to ensure notes are self-contained and properly connected within the knowledge network.

Domain switching breaks down complex tasks by shifting perspectives to domain experts. It guides note creation and task execution across domains like AI, strategy, and learning to support complex decision making.

Yes, Zettelkasten supports cross-domain research planning by orchestrating atomic notes into a knowledge graph. It applies domain switching and validation loops to generate reusable insights across AI, strategy, and learning domains.

Maintaining a persistent index for a Zettelkasten requires adding each new atomic note to the knowledge index. This enables continuous knowledge graph growth through forward and backward linking.

Yes, atomic notes require at least two meaningful explicit links to integrate into the knowledge network. This ensures each note is connected and supports the overall knowledge graph structure.