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anti-slop-kit: Controlled-language skills and deterministic linters…

A developer released anti-slop-kit, an MIT-licensed Python tool with controlled-language skills and deterministic linters that flag AI-generated prose patterns across English, Russian, Spanish, German and French, bundled with a VS Code extension. The tool uses only the standard library and processes data locally without sending anything off-device. Its author cautions that every rule can produce false positives, so it should be used to surface candidates for rewriting rather than to grade writers.

by read1 min views2 publishedOct 23, 2026

Most anti-slop-kit write-ups stop at the README: here is what the tool does, here is how you run it. This one covers what it refuses to do, and where it breaks.

Controlled-language skills and deterministic linters that strip AI slop out of prose: EN / RU / ES / DE / FR, VSCode extension included.

In Russian: Навыки контролируемого языка и детерминированные линтеры, вычищающие AI-слоп из прозы: EN / RU / ES / DE / FR, приложен VSCode-расширение.

git clone https://github.com/ameobius-ai/anti-slop-kit

Python. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.

Every rule in a checker like this can produce a false positive. Use it to find candidates for a rewrite, not to grade a writer, and not where the voice is the point.

Source, issue tracker and documentation: https://gitlab.com/ameobius-ai/anti-slop-kit

Other tools from the same author: https://ameobius-ai.gitlab.io

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