Compose multi-stage reasoning flows that decompose problems, retrieve evidence, verify intermediate results, and produce structured decisions.

Capture, summarize, classify, store, retrieve, rank, and reintegrate memories into active agent context.

Route tasks among specialist agents, models, tools, memory systems, validators, and execution environments.

Trace how information moves through the mind, where decisions change, where context is lost, and where failures emerge.