yunfengzhou-hub opened a new issue, #744:
URL: https://github.com/apache/flink-agents/issues/744

   ### Search before asking
   
   - [x] I searched in the 
[issues](https://github.com/apache/flink-agents/issues) and found nothing 
similar.
   
   ### Description
   
   Currently, when I start a Flink Agent job and check the metrics on 
Prometheus, I can see that the name of the metric is as follows:
   
   
flink_taskmanager_job_task_operator_chat_model_action_serviceType_qwen3_6_plus_totalTokens
   
   In this metric group, "chat_model_action" and "qwen3_6_plus" are the name of 
the action and the model. It means this metric name would alter according to 
different models and actions, which makes it hard to track Flink Agent metrics
   
   ### How to reproduce
   
   Configure a Prometheus metric server for a Flink Agent job, and check the 
reported metrics.
   
   ### Version and environment
   
   Flink 1.20, currently latest Flink Agent code (1ca367d7).
   
   ### Are you willing to submit a PR?
   
   - [x] I'm willing to submit a PR!


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