GM
I’m seraphic, A moderator, community manager and shiller I build strong communities on discord & telegram
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Not gonna lie , @blknoiz06 and @BullpenFi are building a genuinely useful tool for tracking both onchain activity and social contributions. It’s a solid idea, but I’m already noticing some accounts trying to game the system through follow-for-follow circles and low-effort engagement farming.
If the goal is to reward real supporters of $ANSEM and people who genuinely put in the work, then raw impressions or engagement numbers probably shouldn’t be the biggest deciding factor. Those metrics are easy to manipulate and don't always reflect real value.
The strongest contributors are usually the ones consistently creating original content, breaking down complex ideas for newcomers, sharing thoughtful market insights, contributing meaningful discussions, and showing up over time. Those are the people who actually help strengthen the community instead of simply chasing numbers.
I would've suggested manual reviews, but realistically that doesn't scale as the community grows. Maybe a weighted scoring system would work better—one that values originality, consistency, quality of engagement, and onchain participation more than just reach or impressions. It won't be perfect, but it'd make it much harder for engagement farmers to outperform genuine contributors.
Looking forward to what come next
Just my thoughts. Bull season is upon us. 🐂🀄️
The transportation situation throughout this tenure raises serious questions about these claims. Students consistently faced long queues, delays, and uncertainty. If transportation was effectively handled, where are the visible results? Has the transport system ever been this problematic under previous Welfare Secretaries? And beyond issuing statements, how often was he actually available to engage students and address their welfare concerns? Actions and outcomes matter more than claims on a stewardship report.
everyone ☀️
Been looking into @PerleLabs and their latest campaign—definitely something worth paying attention to.
I’ll be sharing a proper breakdown over the next few days 👇
A space filled with noise only a few project focus on building value @PerleLabs is one of them
ALMANAK STAGE 3 IS HERE
Huge news from @almanak
Instead of TGE right away, we’re getting a Stage 3 farming period running from Oct 23 → Dec 11
Stay Grinding
gAlmanak