Self-governance protocol for autonomous agents: WAL (Write-Ahead Log), VBR (Verify Before Reporting), ADL (Anti-Divergence Limit), VFM (Value-For-Money), and IKL (Infrastructure Knowledge Logging). Use when: (1) receiving a user correction — log it before responding, (2) making an important decision or analysis — log it before continuing, (3) pre-compaction memory flush — flush the working buffer to WAL, (4) session start — replay unapplied WAL entries to restore lost context, (5) any time you want to ensure something survives compaction, (6) before claiming a task is done — verify it, (7) periodic self-check — am I drifting from my persona? (8) cost tracking — was that expensive operation worth it? (9) discovering infrastructure — log hardware/service specs immediately.

自治代理的自管理协议：WAL（预写日志）、VBR（报告前验证）、ADL（抗发散限制）、VFM（性价比）和IKL（基础设施知识日志）。使用场景包括：（1）收到用户修正时——在响应前记录；（2）做出重要决策或分析时——在继续前记录；（3）预压缩内存刷新时——将工作缓冲区刷入WAL；（4）会话启动时——重放未应用的WAL条目以恢复丢失的上下文；（5）任何需要确保内容在压缩后仍保留时；（6）声明任务完成前——进行验证；（7）定期自检——我是否偏离了人设？（8）成本追踪——该高成本操作是否值得？（9）发现基础设施时——立即记录硬件/服务规格。