Agentic Prompt Stack — AI Glossary

The Agentic Prompt Stack is a 6-layer model for designing prompts that run AI agents: Goals, Tool permissions, Planning scaffold, Memory access, Output validation, and Error recovery. Unlike one-shot prompt structures, the Stack organizes agent prompts by the layers where they typically fail — which makes debugging tractable, because each symptom maps to a specific layer to inspect and fix.