cyberneticlibrary

Catch and fix AI-generated code defects

slopmoppluginsetup L23,035
davepoon/buildwithclaude
What it does

Enforce code quality gates and catch LLM artifacts

Best for

CI gates preventing AI-generated code quality regressions before merge

Inputs
  • · Codebase files
  • · Quality config (linting, testing, architectural rules)
Outputs
  • · Slop detection report
  • · Remediation loop (swab/scour/buff/sail)
  • · Onboarding guide
  • · Friction reporting
Preconditions

Codebase initialized, config file present, pre-PR/CI integration wired

Failure modes

False positives on valid patterns, missed edge cases, performance degradation on large repos, config drift

Trust signals
  • · Swab/scour/buff/sail remediation loop
  • · barnacle friction reporting
  • · pre-PR integration