Introducing ReactLines

Introducing ReactLines. Atomic Procedural Memory Units for cognitive agents.

The problem Agent behavior lives in giant prompts. Instructions collide, drift, and conflict. They can't be scoped or reused.

A formal 11-field schema for behavioral policies — who does what, when, why, and under what constraints.

Six scopes, from narrow to global: TURN → SESSION → FLOW → AGENT → ORG → GLOBAL. Broader scopes subsume narrower ones.

A 5-stage retrieval protocol injects only the relevant rules, recovering 95% of them at top-3.

Built for scale: Add more rules without growing your prompt. At 100 rules, 97% fewer tokens than a monolithic prompt.

Deployed in real-world production environments. Research designed and executed for large-scale orchestrations.