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![JosephRoli1 Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1239465540491583488.png) Joseph Roli .. gPORTAL 💜🚀 [@JosephRoli1](/creator/twitter/JosephRoli1) on x XXX followers
Created: 2025-07-21 17:30:53 UTC

@SteveKBark @moonbirds @ethos_network $MOONBIRDS @moonbirds Smart approach. Reputation systems work when they capture evolution, not just history. Fresh data points from engaged holders create more accurate sentiment signals than stale metrics 📊


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947348568932503745/c:line.svg)

**Related Topics**
[signals](/topic/signals)
[Sentiment](/topic/sentiment)
[holders](/topic/holders)
[$moonbirds](/topic/$moonbirds)
[moonbirds](/topic/moonbirds)

[Post Link](https://x.com/JosephRoli1/status/1947348568932503745)