Architecture
Kernel primitives and system model for Splendor.
Splendor Kernel is a design-stage runtime concept for neuro-symbolic agent loops. These notes reflect current intent; implementation awaits the initial push.
Kernel loop
A self-managed agent loop coordinates planning, action, observation, and reflection. Neural policies propose actions, while symbolic constraints and planners gate execution.
Core primitives
- State registry for canonical world and agent state.
- Reward primitives for shaping objectives across multi-step tasks.
- Policy contracts for constraints, permissions, and safety gates.
- Execution budgets for time, cost, and resource governance.