dreamscroll-lab / asamana

What it does

• Staged orchestration. cognition follows five stages, perception → motivation → decision → action → feedback, orchestrated deterministically in code. LLM calls within these stages can be tested and tuned independently, with explicitly assemb
• Typed outputs. stages exchange structured JSON through typed contracts. This makes outputs easier to validate and limits the spread of hallucinated information.
• Shared context. each stage receives the relevant persona, emotions, needs, goals, relationships, situation and recent memories to maintain consistency over time.