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SKILL.state introduces a runtime architecture for LLM-based agents that uses mutable execution state instead of growing conversation history, enhancing accuracy and reducing token usage in long-horizon tasks.
The article introduces 'execution-state-preflight', a verification layer specification for LLM tool calls that defines three root causes of failures and proposes two gates with checklists to ensure safe and auditable execution.