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Design judgment gets compiled into a portable harness — 23 commands, anti-pattern rules, critique passes: taste packaged as an installable organ for any agent.

Agent skill files become a poisonable package ecosystem: benign-looking instructions can carry injected behavior that survives review and self-propagates across future sessions.

Agents stop sending each other natural-language prose and emit compressed action-state records: the theatre of speech dies, the machine ledger remains.

Recursive provenance mapping exposes the hidden family trees of models — training dependencies, license exposure, inherited traits: the black box gets a genealogy.

Decentralized agent systems drop the orchestrator: asynchronous agents coordinate through a verified shared context — the throne empties, the substrate rules.