Agentic AI Reference Architecture

Cognition · Software component

Plan Template Extractor

Software componentCognitionCognition & Memoryarc:PlanTemplateExtractor

A component that abstracts completed agent execution plans into parameterized workflow templates and stores them for reuse by structurally similar future requests.

Responsibility. Derives reusable plan templates from previous executions.

Also known as: GoO template consolidation

readswritesreadswritesproducesExecution Plan: readsExecution PlanProcedural Memory Store: writesProcedural Memory StoreGraph Reasoning State Store: readsGraph Reasoning State St…Reasoning Chain Cache: writesReasoning Chain CacheGraph of Operations: producesGraph of Operations
Direct neighbourhood (hover for relationship types)

Relationships

reads dependency

writes dependency

produces lifecycle

Classification

Patterns
Plan template reuse
Quality attributes
Cost efficiency

Sources

  1. Ch4.7: T. Nguyen, "Scaling Strategies," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 4.7. ISBN: 9798244538229.
  2. Ch5.2: T. Nguyen, "Tree-of-Thought (ToT) Fundamentals," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 5.2. ISBN: 9798244538229.