Human Approval Gates for Irreversible Agent Actions

说明与用途

在不产生人类批准瓶颈的情况下管理自动代理操作的安全性。

问题

Managing safety of automated agent actions without creating a bottleneck of human approvals.

结果

Reduced human approval workload from 86 to 2 decisions weekly while maintaining safety for irreversible actions.

工作流

• Identify irreversible actions in each skill
• Remove capability verbs for read‑only skills
• Add kill gates for actions that must not proceed under any condition
• Reserve human approval gates only for actions that cannot be undone
• Configure kill‑switch checks centrally
• Document capability and kill‑switch rules in frontmatter
• Review and adjust rules based on audit logs

证据

I run 47 agent skills against my own accounts … Two of them stop at the moment of action and wait for me. The other 45 do not, and that is deliberate.

来源

Three mechanisms, ranked by human attention per unit of protection… Capability removal, Kill gate, Human approval gate

来源