Architecture

Architecture skills

Skills for structure: which model handles which step, where state and memory live, how a multi-step run is orchestrated, and what happens when step four fails after step three already wrote to a database. These matter once an agent stops being one prompt and starts being a pipeline.

Agent Loop DesignerUse when you have the tools and the prompt but need to decide how the agent iterates, when it stops, and what happens when a step fails.agent-loop-designerPro
RAG Chunk OptimizerUse when retrieval quality is poor and you need to re-chunk and re-embed a knowledge base for better recall.rag-chunk-optimizerPro
Tool Schema DesignerUse when turning an API into agent tools and you need descriptions and argument schemas the model will actually call correctly.tool-schema-designerPro