# SemDAG

Learn how Socra’s SemDAG organizes AI agent context: Modules, explicit knowledge dependencies, and context assembled with prerequisites first.

Published by Socra. Multiply Your Judgment.

- [SemDAG](https://semdag.com/index.md): Learn how Socra’s SemDAG organizes AI agent context: Modules, explicit knowledge dependencies, and context assembled with prerequisites first.
- [Blog - SemDAG](https://semdag.com/blog.md): Technical explanations of SemDAG, knowledge dependencies, and assembling context for AI agents.
- [How to assemble context from a SemDAG - SemDAG](https://semdag.com/blog/assembling-context-from-a-semdag.md): Follow a concrete dependency graph from a target Module to a foundations-first context bundle, with deduplication and cycle detection.
- [What belongs in a knowledge dependency? - SemDAG](https://semdag.com/blog/choosing-knowledge-dependencies.md): Use comprehension to choose dependencies between Modules, and keep task order, related topics, and copied instructions out of the knowledge graph.