工具与项目 3.0 · 值得看 2026-06-25 · GitHub

Tropius: Detect AI Tropes in Prose

desertthunder 在 Tangled 上开源 Tropius:用 Rust 编写的命令行工具,基于 Aho-Corasick 多模式匹配算法扫描散文,识别常见 AI 生成套路("tropes")模式字典使用 TOML 描述,源自公开 Tropes.fyi 列表,命中 trope 信号即返回,用户可扩展自定义模式表可作为写作工作流中"先过滤一遍 AI 痕迹"的快速 lint 工具

打开原文回到归档

Tropius: Detect AI Tropes in Prose

备注:以下为自动提取的正文内容。

Select the types of activity you want to include in your feed.

Select the types of activity you want to include in your feed.

For self-hosted knots, clone URLs may differ based on your setup.

We use a pattern dictionary in TOML based on a trope list from Tropes.fyi

The CLI exits when no findings are found and when it finds trope signals.

repetition detectors for repeated metaphor terms and duplicated content

smells of claude, e.g. short, punchy yet needlessly florid prose, excessive claudeisms, it’s not just x it’s y etc

You know that feeling of nerd-sniping about to happen? I gotta use aho-corasick + tropes.fyi in some way