Traction scoreGitHub stars can be faked, so popularity alone can be misleading. Traction Score looks for broader signs of recent attention, adoption, and active maintenance.
This skill helps frontend engineers audit and clean projects that feel templated or vibe-coded. It identifies specific AI-generated design patterns—such as indigo-violet gradients, glassmorphism, and over-rounded corners—and replaces them with intentional UI choices.
Beyond visual elements, it targets machine-default copywriting habits and structural clichés like nested cards or repetitive section markers across HTML, CSS, and modern JavaScript frameworks.
WHO IT'S FOR
Frontend engineers
remove generic AI-generated visual tics from UI
UI/UX designers
audit projects for machine-default design patterns
Content strategists
clean up AI copywriting voice in web projects
Technical leads
standardize visual quality across AI-assisted codebases
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Installs: Copies the complete skill directory into the coding agent's own skills directory under kill-ai-slop. · Claude Code, Cursor
Before you start
A coding agent that can fetch the repository and install Agent Skills.
Node.js must be available to run the skill's bundled pure-Node scanner.
Enter the following into the coding-agent session, not a terminal: “Install the kill-ai-slop skill from https://github.com/yetone/kill-ai-slop/tree/main/skill
Copy everything in that directory into a kill-ai-slop/ folder inside your agent's skills directory, then confirm it's registered.”
Installs: Installs kill-ai-slop only for one Claude Code project. · Claude Code
Before you start
Git must be available.
Node.js must be available to run the skill's bundled pure-Node scanner.
Run from: A directory in which the repository can be cloned as kill-ai-slop.
Run this terminal command to clone the repository.
git clone https://github.com/yetone/kill-ai-slop
In this terminal command, replace the author-provided placeholder `~/your-project` with the target Claude Code project's directory. Copy the entire skill directory; keep the destination folder name `kill-ai-slop`.
cp -r kill-ai-slop/skill ~/your-project/.claude/skills/kill-ai-slop # this project only
Installs: Installs the complete directory as kill-ai-slop wherever the selected agent reads skills from. · other Agent-Skills hosts
Before you start
Git must be available.
The target agent must support Agent Skills and have a known skills directory.
Node.js must be available to run the skill's bundled pure-Node scanner.
Run from: A directory in which the repository can be cloned as kill-ai-slop.
Run this terminal command to clone the repository.
git clone https://github.com/yetone/kill-ai-slop
Manually copy the complete cloned `kill-ai-slop/skill` directory into the directory where the target agent reads skills, naming the destination folder `kill-ai-slop`. The documentation says to substitute the target agent's skills folder for the Claude Code destination.
Replace `[path to the web project or its source directory]` with the source to inspect.
Ensure Node.js is available for the bundled dependency-free scanner.
If the project contains several apps, identify which app should be scanned.
Use the kill-ai-slop skill to scan [path to the web project or its source directory], triage the hits against the surrounding code, and give me the grouped report with file-and-line locations, reasons, and proposed fixes. Do not change any files; stop after the report and ask which groups I want to apply.
Claude
Cursor