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>log in to commentHi! Anti-slop Kit is a set of controlled-language skills and deterministic linters that strip AI slop out of prose. Open source, MIT. Feedback welcome.
Anti-slop Kit provides deterministic linters that remove AI-generated noise from prose in multiple languages.
- for
- Developers and writers who need controlled-language checks in code or documentation.
- pricing
- open source
Key features
- Multi-language linters — Detect and strip AI slop in English, Russian, Spanish, German and French.
- Per-rule off switch — Disable specific rules via .anti-slop.yaml to reduce false positives.
- VSCode extension — Run linting directly inside Visual Studio Code.
- Standard-library only — All tools use only the Python stdlib for deterministic behavior.
- Pre-commit and Git hooks — Integrate linting into CI pipelines and local git workflows.
- JSON-only output — Linter results are returned as structured JSON for easy consumption.
Use cases
- Lint README and documentation files for AI-generated filler text
- Enforce controlled language in commit messages via pre-commit hook
- Run automated lint checks in CI pipelines to prevent slop regressions
- Get real-time feedback while editing prose in VSCode
- Customize rule sets per project with .anti-slop.yaml
Anti-slop Kit FAQ
What is “AI slop”?+
AI slop refers to unnecessary or hallucinated prose generated by language models that can degrade document quality.
How does the deterministic behavior work?+
The linters use only the Python standard library and produce the same output for identical inputs, ensuring reproducibility.
Can I disable specific lint rules?+
Yes, add an .anti-slop.yaml file with a rules section setting unwanted rule IDs to "off".
Which languages are supported?+
English, Russian, Spanish, German and French are currently supported.
Is there a VSCode extension?+
Yes, a VSCode extension is provided to run the linters directly from the editor.
Summarized by DevHunt from gitlab.com · Oct 23, 2026. Details may change; check the official site.
