execution-state

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#execution-state

SKILL.state: Scalable Long-Horizon Agent Skills

arXiv cs.AI · 5d ago Cached

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.

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#execution-state

LLM Tool Failures: Only 3 Root Causes – Value, Condition, Intent

Hacker News Top · 2026-08-24 Cached

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.

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