{"slug": "anti-slop-kit-controlled-language-skills-and-deterministic-linters", "title": "anti-slop-kit: Controlled-language skills and deterministic linters…", "summary": "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.", "body_md": "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.\n\nControlled-language skills and deterministic linters that strip AI slop out of prose: EN / RU / ES / DE / FR, VSCode extension included.\n\nIn Russian: Навыки контролируемого языка и детерминированные линтеры, вычищающие AI-слоп из прозы: EN / RU / ES / DE / FR, приложен VSCode-расширение.\n\n```\ngit clone https://github.com/ameobius-ai/anti-slop-kit\n```\n\nPython. MIT licensed. Standard library first: the tool reads the data you point it at and sends nothing anywhere.\n\nEvery 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.\n\nSource, issue tracker and documentation: [https://gitlab.com/ameobius-ai/anti-slop-kit](https://gitlab.com/ameobius-ai/anti-slop-kit)\n\nOther tools from the same author: [https://ameobius-ai.gitlab.io](https://ameobius-ai.gitlab.io)", "url": "https://wpnews.pro/news/anti-slop-kit-controlled-language-skills-and-deterministic-linters", "canonical_source": "https://dev.to/ameobius/anti-slop-kit-controlled-language-skills-and-deterministic-linters-1i45", "published_at": "2026-10-23 21:58:33+00:00", "updated_at": "2026-10-23 22:09:57.304291+00:00", "lang": "en", "topics": ["ai-tools", "developer-tools", "natural-language-processing"], "entities": ["anti-slop-kit", "ameobius-ai", "GitLab", "GitHub", "Visual Studio Code"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/anti-slop-kit-controlled-language-skills-and-deterministic-linters", "markdown": "https://wpnews.pro/news/anti-slop-kit-controlled-language-skills-and-deterministic-linters.md", "text": "https://wpnews.pro/news/anti-slop-kit-controlled-language-skills-and-deterministic-linters.txt", "jsonld": "https://wpnews.pro/news/anti-slop-kit-controlled-language-skills-and-deterministic-linters.jsonld"}}