Living Document Notice
Staged 2026-09-28. Living revisions and interconnected notes live in the Bosun PKM Garden.

Local Knowledge Ingestion and Curriculum Synthesis

Extracting structured learning paths from sprawling technical documentation and raw reference manuals requires automated syllabus generation. Primer parses local vault indexes to synthesize cohesive study curriculums tailored to specific operational goals.

Curriculum Synthesis Invariants

  • Automated Map Generation: Curriculums pull directly from evergreen MOC hubs and central glossary definitions without manual cross-referencing.
  • Offline-First Execution: All parsing and recommendation algorithms execute locally on the operator machine.
  • Verifiable Traceability: Every syllabus module cites exact source document paths and chunk hashes for immediate verification.

Automating curriculum creation bridges the gap between raw information storage and actionable mastery.


  • Directus Target: primer-blog
  • Garden Source Reference: MOC - Primer Education Engine, MOC - Web Publishing & CMS, BSN-1015 - Eliminating Context Switch Overhead in Multi-Agent Loops