prototype

User-as-Code Prototype

Research prototype for representing user memory as executable Python code.

Quick start

# Run all constraints for Jessica Thompson
python runner.py

# Run tests
python -m pytest jessica_thompson/tests/ -v

Structure

Each user is a self-contained Python project with:

• manifest.py -- compact index always loaded into agent context
• domains/ -- typed dataclass schemas + current state
• constraints/ -- executable invariants that detect conflicts and safety issues
• tests/ -- pytest suite validating constraint behavior

Constraint output

The runner discovers all constraint modules and executes their check() functions, collecting alerts with severity levels (critical / warning / info).