Grok 4.7 + Jev 内容流水线：Jev 先淘汰弱钩子

painn @painn_x原推发布于 2026.09.23

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grok 4.7 + jev + agent reach might be the most powerful combo for content creators... you probably already run grok 4.7 + a judge, add a fetch loop and the whole stack is free. nothing to buy. i put jev in front of grok 4.7. weak hooks die before a single token gets spent. way less api burn. 3 roles, one lane: -agent reach pulls the feed. -jev kills the weak hooks. -grok 4.7 only writes survivors. the ladder decides who acts: high → the machine acts. mid → grok reasons. low → you decide. heres how in 2 mins: 1. give agent reach a fetch loop 2. copy the jev judge prompt, gate grok 4.7 3. done. that's it

这条是引用着另一条写的：x.com/painn_x/status/2102033746480304364