Simon Willison 用 Opus 5.5 编写的 Bluesky 回复机器人检测工具
Bluesky reply bot checker
Simon Willison 用 Opus 5.5 通过 vibe coding 编写了一个 Bluesky 回复机器人检测工具，可扫描任何 Bluesky 账户并匹配机器人特征。它检查的信号包括几秒内就回复其他帖子、从不发布自己的内容（或图片、链接）却持续回复高关注度用户，以及大量带问号的回复。
Automated reply bots on Twitter are a scourge - as someone with a decent number of followers I attract a swarm of these, such that anything I post there attracts dozens of mindless automated replies.
They've started manifesting on Bluesky as well.
Unlike Twitter, Bluesky still has a freely available and useful API. The lack of such a thing doesn't slow down the bots, but it does make investigating them a lot more frustrating.
So I had Opus 5.5 vibe code this tool, which examines any Bluesky profile for evidence of a likely reply bot.
It looks for signals like replies posted within seconds of other posts from the same account, or accounts that never post their own content (or images or links) but instead consistently reply to messages from other, higher-follower users.
It also looks for question marks, because I'm extra infuriated by reply bots that I no tie me to waste my time answering a question that no human ever posed.
来源：Simon Willison · simonwillison.net