Recently, I was pulled into a few task platforms' "daily routines," claiming to be earning some extra money, but it actually feels a lot like clocking in at work: posting tweets, joining groups, clicking links, taking screenshots to fill in reports, and worrying about being flagged as a witch, with scores changing daily. The most exhausting part isn't the fingers, but the constant feeling of being reviewed and quantified—everything I do seems like adding data to someone else's KPI.

Seeing the current trend of social mining and fan token schemes that promote "attention as mining," I start to doubt whether this is just a false proposition... Attention is indeed valuable, but once the platform uses it as a sieve, what remains are a bunch of low-quality interactions and mutual suspicion. Anyway, I now prefer to do less, choosing projects that truly have users and retention. If I can't earn anything, so be it.

What I've learned isn't techniques, but this: when you start trying to please the scoring system like an employee, the risk has quietly become an implicit cost.