-this is infrastructure for the [[axon|axon]] vision — once you have a rich personal context store, you need a smart layer that decides what to surface to any given agent call. it also connects directly to [[cognitive-foom|cognitive foom]] for the self-improvement angle: an agent that gets better at its own context management is effectively improving its own reasoning capacity. the [[cluster-ai-tools|AI tooling]] cluster treats this as connective tissue — it is not a product on its own but enables every other agent-based product to work better. [[hard-docs-writer|hard docs writer]] is a related idea: documentation written specifically to be machine-readable is the complement to a context optimizer that knows how to use that documentation.