best pattern for answer quality control(agentify.sh)

some answers sound great and still fail when applied. what checks do you require?

context: verification.

i hit this yesterday and thought i was going crazy. verification is the part i keep tripping on. repro first then patch

same issue here i lost a full evening on this. verification is the part i keep tripping on. if it needs a novel simplify it

i keep command examples copy paste short and that helps a lot. for verification i keep a tiny checklist in the thread.

i keep command examples copy paste short and that helps a lot. for verification i keep a tiny checklist in the thread.