Practical review
Zelcast Eng Scorer
Scores an engineer's LinkedIn profile from a startup hiring perspective using public profile evidence.
The test, in brief
CompletedThe task was completed.
The tested task was completed in this session. This result applies to the task below.
What we tried
Submitted a public LinkedIn engineering profile and reviewed the generated score, evidence breakdown, hiring read, and public work data.
The positives
What worked well
Clear score breakdown, detailed hiring interpretation, and well organized evidence sections.
Worth knowing
What we noticed
Public work metrics were materially inaccurate: Zelcast reported 447 stars, 444 followers, and 81 repos for the linked GitHub profile, while the verified GitHub account showed substantially different counts.
Before you decide
A snapshot of one experience.
This review describes the task tested on Aug 20, 2026. The product may have changed since then, and features outside that task were not fully assessed.
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