openclaw - 💡(How to fix) Fix fix: RLv2 影子模块无数据产出 [1 comments, 2 participants]

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openclaw/openclaw#77173Fetched 2026-05-05 05:51:25
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问题类型

Shadow 异常

事实

  • RL_V2_SHADOW_ENABLED=true,但 7 天内 shadow_cron 产出 0 条 rl_v2 影子记录
  • Bayes 影子同周期产出 576 条记录,说明影子框架整体正常
  • 生产 RL_V2_ENABLED=false,但影子通道应独立运行

根因推测

rl_v2 影子数据生成链路未正确接入 shadow_cron,可能原因:

  1. RLv2 shadow 数据采集脚本未注册到 cron 调度
  2. RLv2 shadow 所需的输入数据源缺失或路径错误
  3. vnext 模块中 rl_v2 shadow 的入口未正确加载

建议动作

  1. 检查 workspace-quant 下 rl_v2 shadow 的数据采集脚本是否存在及可执行
  2. 确认 shadow_cron 的注册表/调度逻辑中是否正确包含了 rl_v2 模块
  3. 排查 rl_v2 shadow 所需的输入特征数据源是否就位

extent analysis

TL;DR

Check the registration of the RLv2 shadow data collection script in the cron schedule and verify the availability of required input data sources.

Guidance

  • Verify that the RLv2 shadow data collection script is correctly registered in the cron schedule and has execute permissions.
  • Confirm that the shadow_cron registration table/logic includes the RLv2 module.
  • Investigate if the required input feature data sources for RLv2 shadow are available and correctly configured.

Notes

The issue seems to be related to the RLv2 shadow data generation chain not being correctly integrated with the shadow_cron. The fact that Bayes shadow is producing records suggests that the shadow framework is working, but there might be a specific issue with the RLv2 shadow module.

Recommendation

Apply workaround: Check and fix the registration of the RLv2 shadow data collection script in the cron schedule, as this is the most likely cause of the issue.

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openclaw - 💡(How to fix) Fix fix: RLv2 影子模块无数据产出 [1 comments, 2 participants]