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ReAct — KDCube's resident agent — gets a sharper picture of its own disposable, distributed workspace: a live view that shows what is local right now versus what it must pull first, so it stops tripping over objects it should have fetched.
One ordered block of input, assembled fresh for every call: a per-agent instruction envelope, tool and skill catalogs, a growing timeline, and a volatile tail — each part with a provenance.
The attention zone at the tail of the model input: the sources pool and the live view — never cached, rebuilt every round, the one place checked first.
How the model input is cached and kept fresh: four moving cache points, the never-cached tail, marked cold turns, TTL pruning, and compaction.