Detect AI-generated slop in code, comments, and UI components.
npx skills add https://github.com/vib795/copilot-anatomy --skill unslop-vib795
Please help me install this Agent Skill. Skill: unslop Source: https://github.com/vib795/copilot-anatomy/tree/main/.github/skills/unslop Command: npx skills add https://github.com/vib795/copilot-anatomy --skill unslop-vib795
Three parallel analysis passes that detect and report AI-generated "slop" — generic, template-looking, over-enthusiastic output that makes code, comments, and UI feel artificial.
Use the unslop skill to analyze all files changed since the base branch.
High-intent search queries and answers about installing and using this skill.
To detect AI slop in your codebase, run three parallel analysis passes—Code Slop, Comment Rot, and Design Slop—on changed files to identify generic, template-looking output and apply optional safe auto-fixes before merging.
Comment rot is AI-generated, generic commentary that makes code feel artificial. You can detect it by running a parallel analysis pass on files changed since your base branch, which reports structured findings for review.
You cannot automatically fix design slop in UI components. The tool intentionally avoids auto-fixing design slop and potentially unsafe edits, only applying optional auto-fixes for safe changes to code and comments.
You can scope AI slop detection to a specific path by providing optional path scoping arguments. By default, the tool operates on changed files since the base branch, but path scoping narrows the three parallel passes.
Yes, AI code slop detection works without external dependencies or components. It executes three deterministic parallel passes internally to produce structured findings without requiring additional setup.
BradliebsDetect AI-generated slop in code, comments, and UI text.
All-The-VibesDetect and report AI-generated slop in code, comments, and UI artifacts.
janewilkinLints Python code with ruff and checks types with mypy.
roviczzzDetect and eliminate generic AI-generated patterns in text, code, and design.
