fix(idle): 补偿触发 bug + 存量回填脚本 - #53
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发现 idle 补偿触发 bug：Critical #6 的 _compensate_stuck_skimmed 此前 挂在 _process_batch 末尾，但无 unread 论文时 _process_batch 提前 return 0（line 225-227），补偿永远不触发。库里 1239 篇卡在 skimmed 未精读（有 summary_md 但 deep_dive_md 空），idle_processor 反复报 "没有需要处理的未读论文"却从不补偿，stuck 论文永久卡死。 修复： - packages/ai/idle_processor.py：把 _compensate_stuck_skimmed 调用从 _process_batch 末尾移到 _run_loop，独立于 skim 批次触发。无论有无 unread 论文，每次 idle 检查都尝试补偿 stuck 论文。_process_batch 只负责 skim，补偿在循环层独立调用。 回填脚本： - scripts/redeep_stuck_skimmed.py：一次性回填存量 stuck 论文。按 skim_score 降序优先精读高价值论文（1233 篇高分>=0.8），支持 --dry-run/--limit/--min-score/--concurrency。deep_dive 幂等覆盖， 重跑安全。 测试：新增 TestIdleCompensationTrigger 2 项（_process_batch 无 unread 返回0且不调补偿、补偿独立捞 stuck 论文），全套 63 passed。
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Bug：idle 补偿永远不触发
发现 Critical #6 的
_compensate_stuck_skimmed此前挂在_process_batch末尾，但无 unread 论文时_process_batch提前return 0（idle_processor.py:225-227），补偿永远不触发。服务器实测：库里 1239 篇卡在 skimmed 未精读（有 summary_md 但 deep_dive_md 空，其中 1233 篇高分 >=0.8），idle_processor 反复报"没有需要处理的未读论文"却从不补偿，stuck 论文永久卡死。
修复
packages/ai/idle_processor.py：把_compensate_stuck_skimmed调用从_process_batch末尾移到_run_loop，独立于 skim 批次触发。无论有无 unread 论文，每次 idle 检查都尝试补偿 stuck 论文。_process_batch只负责 skim，补偿在循环层独立调用。存量回填
scripts/redeep_stuck_skimmed.py：一次性回填存量 stuck 论文。按skim_score降序优先精读高价值论文，支持--dry-run/--limit/--min-score/--concurrency。deep_dive幂等覆盖，重跑安全。部署后在服务器跑一次回填。验证
_process_batch无 unread 返回0且不调补偿、补偿独立捞 stuck 论文）部署影响
python scripts/redeep_stuck_skimmed.py（建议先 --limit 100 试跑）