#678 by GitHub stars
yetone/kill-ai-slop
Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project. Use when the user asks to "kill AI slop", "de-slop", "remove the AI look", "make this not look AI-generated", or clean up a landing page / UI / docs that feels templated. Detects
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skill/SKILL.md
Week of Oct 26, 2026 · Line counts unavailable
Before Not checked yet → After Network or broad shell
First observation → f6e2ae32b304
No earlier version was observed for comparison.
Heat
5.3- Star growth, last 7 daysAhead of 83% of tracked repositories
- Star growth, last 24 hoursAhead of 89% of tracked repositories
- Rank movement, last 7 daysAhead of 30% of tracked repositories
- Commits, last 30 daysAhead of 0% of tracked repositories
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekAhead of 0% of tracked repositories
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Individual skills in this repository
- kill-ai-slop
skill
How it works
kill-ai-slop
When your agent uses it
Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project. Use when the user asks to "kill AI slop", "de-slop", "remove the AI look", "make this not look AI-generated", or clean up a landing page / UI / docs that feels templated. Detects and fixes the catalogue of tells: indigo→violet gradients, gradient-clip headlines, the default semantic palette, one-hue status boxes, atmospheric gradients, serif-italic emphasis, highlighted keywords, AI copywriting voice ("not just X — it's Y"), emoji everywhere, glowing status dots, wobbling spinners, colored-left-border callouts, pastel icon tiles, glassmorphism, over-rounding, oversized shadows, borders that die at corners, badge & pill spam, AI-drawn SVG icons, kickers over every heading, flat type hierarchies, invented stat rows, 01/02/03 section markers, cards nested in cards, the default Inter/Space Grotesk look, and more. Works on HTML/CSS, React/Vue/Svelte/Astro, Tailwind, PHP, and Markdown copy.
What it loads into context
Frontmatter
283 tokensAlways available to the agent
SKILL.md
1,415 tokensWhen the skill is activated
Reference documents
16,946 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Workflow
- Guardrails
- References
Scripts executed separately
scripts/rules.ru.mjsscripts/scan.mjsscripts/scan.test.mjs
Files
README.mddoc5,104 bytesSKILL.mdcore5,674 bytesSKILL.mdcore5,674 bytesreferences/detection.mddoc20,020 bytesreferences/fixes.mddoc15,725 bytesreferences/taxonomy.mddoc20,372 bytesscripts/rules.ru.mjsruns1,198 bytesscripts/scan.mjsruns22,085 bytesscripts/scan.test.mjsruns7,595 bytes
Read SKILL.md
# Kill AI Slop
AI slop is **ugly** in a specific way: it piles on every possible style and
detail without settling on a focus. A gradient, a glow, a mascot, emoji, a wall
of glowing cards, every default switched on at once, until every product looks
like the same garish template. It reads as "designed" in a thumbnail and falls
apart the moment anyone looks. Your job is to strip it back to something a
person would actually choose.
The principles, held on every fix you make:
1. **Decide before you decorate.** Every visual choice must be explainable.
2. **One accent, one voice.**
3. **Hierarchy from scale and space.** Coloring words or swapping fonts is a shortcut.View the complete source on GitHubSkills included
- kill-ai-slop
Repository facts
- License
- Apache-2.0
- Created
- Jul 10, 2026
- Last pushed
- Sep 15, 2026
- Forks
- 64
- Open issues
- 1
- Project activity
- Active
Rank over the last 12 weeks
Now #678 · best #538 · down 104 in 30 days
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79 earlier periods
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Before you install
Network or broad shellAutomated signals, not a guarantee
Checked Nov 3, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 1 note
skill/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 7 network referencesin 1 file: skill/README.md:3
- No hidden or obfuscated text
- No instruction overrides
- 3 executable scriptsin 3 files: skill/scripts/rules.ru.mjs:1 skill/scripts/scan.mjs:1 skill/scripts/scan.test.mjs:1
- No access to secrets
- No requests to vote in Hot
Show all 10 signals by file
skill/README.md
- Network accessline 3
Scan a web project for **AI slop**, the generic machine-default visual and copy tics of vibe-coded products, and strip it out. This skill turns the catalogue at **[killaislop.com](https://killaislop.com)** into action: it detects 35 tells - Network accessline 4
tics of vibe-coded products, and strip it out. This skill turns the catalogue at **[killaislop.com](https://killaislop.com)** into action: it detects 35 tells from their code-level signals, explains why each reads as machine-made, and - Network accessline 5
**[killaislop.com](https://killaislop.com)** into action: it detects 35 tells - Network accessline 27
This is an [Agent Skill](https://docs.claude.com/en/docs/agents-and-tools/agent-skills/overview). You don't need to configure anything by hand. Tell your coding agent, in plain language, to fetch it from this repo and install it wherever th - Network accessline 33
Install the kill-ai-slop skill from https://github.com/yetone/kill-ai-slop/tree/main/skill - Network accessline 34
https://github.com/yetone/kill-ai-slop/tree/main/skill - Network accessline 53
git clone https://github.com/yetone/kill-ai-slop
skill/scripts/rules.ru.mjs
- Executable scriptline 1
Executable file
skill/scripts/scan.mjs
- Executable scriptline 1
#!/usr/bin/env node
skill/scripts/scan.test.mjs
- Executable scriptline 1
Executable file
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
No combined signals at this commit.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skill/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skill/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skill/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skill/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skill/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skill/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
Explore alternatives and comparisons
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