Bridging Intent and Execution: A Specification Protocol for LLM Agents

Developers increasingly struggle to translate business requirements into reliable LLM agent behavior. The Agentic Specification Protocol offers a structured framework that treats agent development like traditional software—moving from business intent to detailed specifications through the Trinity methodology (Task, Context, Constraint). This approach bridges the critical gap between stakeholder expectations and actual agent execution, improving consistency, safety, and auditability.