Jev Compaction：用打分决定 agent 上下文留什么
长跑 agent 的上下文别再做有损摘要，用 Jev 给旧工具调用打分，按阈值保留、裁剪或整对丢弃，避免把 maxAttempts=2 摘要成「修重试」。
Jev Engineering: your agent's context summary can quietly delete the one rule it needs the pattern is Jev Compaction: stop summarizing agent context. decide what survives long agent runs pile up old tool calls and results a lossy summary can turn "maxAttempts = 2" into "fix retry handling" the exact limit is gone in this pattern, Jev scores old tool pairs against the current goal call needed? full result needed? your app sets the threshold and owns the policy keep: the failing test, exactly as seen. expected 2 calls, received 5 trim: the old file read. call + original head + "[… 8,360 chars omitted]" drop: the dead-end search. call and results leave together, no orphan result goal, rule and exact failure all reach the next model call. the noise doesn't bookmark & watch now ↓
这条是引用着另一条写的：「用 Jev 单次选择修掉 agent 错误工具循环」