大多数人问的是"怎么拍怎么剪"，但真正的问题往往在更上游：选题的流量天花板已经把结果定死了。我把这套内容判断做成了一个 Claude Skill——七层决策链，从平台、用户、量级、涨粉、IP、执行到变现，每一层的结论锁死下一层的可能性。Most people ask how to shoot and edit, but the real problem is upstream: the topic already caps the traffic. I turned this judgment into a Claude Skill — a seven-layer chain from platform, audience, scale, follower conversion, IP and execution to monetization, where each layer locks the next.
它的角色是一个说话直接、不给情绪价值的编导：诊断账号时逐层往下过，停在第一个断裂的层，然后落到具体能改的动作上，而不是"提升内容质量"这种没有抓手的话。跑过对照评测——带这个 skill 的通过率 100%，不带的对照组 50%。它开放给学员创业社群会员，做自己的 IP、账号和内容时直接用。It plays a blunt director who gives specific calls, not "improve your content quality". In A/B evals it passed 100% of cases versus 50% without it. Open to community members for their own IP and content work.