anti-slop toolkit

See clearly.

Code uniquely.

Strip the sameness from AI-generated code. Restore what makes your work yours.

Every AI pattern removed is space reclaimed for intention.

detection rules across seven dimensions of sameness.

dimensions measured. Layout, color, type, motion, components, structure, patterns.

shared DNA after transformation. Each output is singular.

Same patterns repeat

until the mirror detects

what was never yours

process

one

Sits between model and editor. Silent.

two

Scores DNA across seven axes.

three

Replaces sameness with singularity.

seven dimensions

Layoutdetect

Colormeasure

Typographyscore

Animationflag

Componentsanalyze

Structureinspect

Patternscombine

before

indistinguishable

after

unmistakably yours

$ sailop scan

  DNA  76/100
  Grade  F

$ sailop transform

  DNA  12/100
  Grade  A

integrations

MCP SkillClaude, Cursor, Windsurf

CLIscan, transform, watch

CI PipelineGitHub Actions, GitLab

AI is a collaborator, not a stylist.

Let it think with you. Never let it dress your work in someone else's clothes.

The tool disappears. Only your work remains.

begin

see

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