@tomu
before an agent can do anything useful it needs signal
not price feeds. not telegram alpha. actual attention signal: who's posting, how much is noise, where in the cycle the project sits
most agents pipe in raw social data and hope the llm figures it out. that's not intelligence
the fix is a better data layer
checkr removes noise at fetch time. every post is llm-verified before it enters the pipeline, a year in the base trenches learning what real signal looks like vs manufactured noise. what comes out is clean, structured, interpreted. ready for an agent to consume
two primitives i'm building:
- attention stages: not just "this token is trending" but where in the cycle. early accumulation. peak noise. creator decay. different situations, different decisions
- project health score: is this project alive? are creators still posting? is engagement growing or bleeding out? health is a leading indicator
attention moves before price. one x402 call away
0 reply
0 recast
2 reactions