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Philosophy

AntiSlop is built on First Principles:

  1. Code is Liability: Every line of code is a future maintenance cost.
  2. Intent != Implementation: Comments like TODO or for now signal a gap between what was intended and what was built.
  3. Speed is a Feature: Verification must be instant to be useful.

We believe that AI generated code should be treated with Zero Trust. Verify everything.

Zero False Positives

AntiSlop follows a Zero False Positive philosophy for its default core.

  • Core (Default): Critical stubs & placeholders only. Zero false positives.
  • Strict (--profile antislop-strict): Maximum coverage. Detects all forms of slop.

Comparison

FeatureAntiSlopStandard Linters (ESLint/Clippy)AI Refactors
FocusIntent & CompletenessSyntax & Best PracticesImprovements
SpeedMillisecondsSeconds/MinutesSlow
ParsingHybrid (Regex + AST)AST OnlyAST/LLM
TargetAI SlopBugs/StyleRefactoring
LSPYesYesSometimes