potiuk commented on PR #228:
URL: https://github.com/apache/airflow-steward/pull/228#issuecomment-4528095434

   Yeah. I very much see @choo121600 "measure becomes a goal"  - and framing 
the output as "guide"  is super important.
   
   Few things that could make the skill also way more useful - taking into 
account that we have LLM / Models to do a lot more 
   
   * Explicit searching for and looking for contributor's guidelines in the 
project. This will make it less "generic" and more "project autonomously 
defined" - and linking particular activities to those criteria defined by the 
project will make those results less "dry/external" and more "ours". While we 
should aim the criteria being more "objective" - they should always be filtered 
with "subjective" PMC criteria - which will be different project-by-project
   
   * I think that activity would be ***much** more useful if t summarized 
activitiy of people from various sources -> not only GH - which I see as 
potentially biggest value here. This is what we usually use when we are looking 
for contributor's involvment - and we could include (of course) devlist 
discussions, users discussion but also potentiallly slack/discord/other 
community activitty sources (different in each projects) + web search for 
actitivity connected to the project.
   
   * I honestly do not think fixed thresholds is the best idea. I would say way 
better would be comparative assesment of activity - especially regarding the 
current active committers, PMC members but also comparing to other contributors 
who could be candidates. This will - almost automatically - adjust to the state 
of the project, which "lifecycle" part the project is in and even things like 
focusing on upcoming release. LLMs are good in analysing trends and comparing 
things without giving the specific thresholds - and I think - contrary to 
typical deterministic approaches - the more we depart from deterministic 
assesment and numbers, and use the LLM power to make some "relative 
comparisions" - the better we use the Agentic/LLM / non-deterministic power -> 
and to be honest, this is exactly what I think in case of new committers / PMC 
members - it's not the sheer number of interactions - it's also quality of 
those.
   
   * which leads me to next point - I think part of such assessment should be 
assesment of "tone", "way of communicating", "cooperativeness" but also "impact 
of the changes"  and similar assessments - I think LLMs are very good in 
assessing those.
   
   


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