shahar1 commented on PR #69381:
URL: https://github.com/apache/airflow/pull/69381#issuecomment-4882703963

   > I didn't review the whole implementation and the functionality yet, but 
based on the title and PR description I would like to cc @RoyLee1224 (our GSoC 
intern working on Agent Eval / Breeze Agent Skills recently!) here.
   > 
   > We had considered MCP for breeze before as well (I need to recall the 
context and dig into what we had discussed why not MCP but Agent Skills) or 
perhaps the purpose of the MCP this PR would like to introduce is different 
from what we want to achieve in Airflow GSoC Breeze Agent Skills.
   > 
   > I will take a thorough review soon, and see what is the better next step 
for both directions.
   
   I don't find it contradicting Agent Skills
   
   > I didn't review the whole implementation and the functionality yet, but 
based on the title and PR description I would like to cc @RoyLee1224 (our GSoC 
intern working on Agent Eval / Breeze Agent Skills recently!) here.
   > 
   > We had considered MCP for breeze before as well (I need to recall the 
context and dig into what we had discussed why not MCP but Agent Skills) or 
perhaps the purpose of the MCP this PR would like to introduce is different 
from what we want to achieve in Airflow GSoC Breeze Agent Skills.
   > 
   > I will take a thorough review soon, and see what is the better next step 
for both directions.
   
   Thanks! What was the intended scope of the solution you and Roy worked on?
   I don't see agentic skills and MCP as contradictory, but complementary: 
agentic skills for Breeze help build the contribution workflow correctly, while 
the MCP operates at runtime inspecting the live instance.


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