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S3-B1: Human World Model

Intent​

Define a richer memory model for people, commitments, projects, and ongoing life context.

Capabilities in scope​

  • structured entities and relationships
  • commitment and project tracking
  • better linkage between soul, sessions, goals, and long-term memory

Non-goals​

  • exhaustive personal knowledge graph design in one batch

Required architectural changes​

  • introduce a richer memory schema beyond generic vector recall
  • connect memory objects to real guardian workflows

Likely files/systems touched​

  • memory layer
  • goals and profile model
  • strategist context inputs

Acceptance criteria​

  • Seraph can retain more structured human context than today

Dependencies on earlier batches​

  • benefits from Season 1 reliability and observability

Open risks​

  • schema complexity can outrun real use cases