The goal of the CPAN Top 100 website/experiment is to drive the CPAN's awareness of itself.
Researchers in artificial intelligence, emergent behaviour and machine consciousness are still trying to grasp the main concepts of, and reasons for, consciousness.
One of my favourite explanations for the evolutionary reasons behind consciousness is that the increase in knowledge and judgement (based on this knowledge) is that it allows an increase in the efficiency of resource allocation (and a resulting increase in fitness).
As for the skills needed, one of the biggest is to be able to sense the passage of time and be aware of not only aggregate priorities, but to separate priorities into different time scales.
Identifying instantaneous, short, medium and long term priorities allows allocation of more-common, short-time-period volunteer resources to tasks where they can be immediately useful (without these people being distracted by larger long-term goals they are unable to help with).
This is something that I'm afraid I can't do at all yet, but I'm searching for ways to gain this important skill.
As evidence of my failing, and the reason it is important, take the current example of Test::Class
This is a very common, very important test module. 73 other modules depend on t it. Not Top 100 material, but still a big deal.
Currently, the FAIL 100 algorithm identifies it as the 35th highest priority module for attention based on the level of failing tests and the number of things that depend on it.
However, one look at the CPAN Testers page for Test-Class tells an entirely different story. 35th is not the kind of ranking that a human would place on it. A human would noticed the trending of the failure, the suddenness with which it started, and the likelyhood of the problem to cause damage in the future.
Clearly the current aggregate analysis techniques are just not good enough.
The experiment continues...