Kill Ai Slop
A field guide to the visual & copy tics of AI-generated products — and an Agent Skill that scans your project and strips them out. https://killaislop.com
Supply asset profile
Design and creative production
Design assets, images, video, audio, multimodal media, presentation, and creative production skills.
Scenario
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add yetone/kill-ai-slop
Maintenance
fresh
2d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
786
100/100 quality · 84/100 trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
ExcellentHigh-confidence pick with strong adoption and healthy maintenance signals.
Trust
Review then installGood shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
Audit
Needs reviewInstall readiness, security metadata, maintenance, and adoption risk.
Trust Score v5
Human review before install
Use as the primary candidate after human or sandbox review.
Stars
786 GitHub stars
Repo activity
786 stars, 30 forks
Maintenance
2d since push
License
Apache-2.0
Install
npx skills add yetone/kill-ai-slop
Install safety
standard package or runtime install path
Permission surface
shell or command execution, filesystem or document access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Permission surface needs review: shell or command execution, filesystem or document access
- Dependency/runtime risk: command execution surface, external package install surface
- Permission surface: shell or command execution, filesystem or document access
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Design and creative workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Inspect visual requirements
Suited agents
Install decision
- Command
- npx skills add yetone/kill-ai-slop
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 76/100
- Audit
- 91/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Do not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- High-risk permission hints: Shell or command execution
- Dependency or permission surface needs review
Alternative
Frontend Design
164.6K stars
npx skills add anthropics/skills --skill frontend-design
Alternative
Animation Vocabulary
16.5K stars
npx skills@latest add emilkowalski/skills
Alternative
Material Ui
98.4K stars
npx skills add mui/material-ui
Alternative
Canvas Design
164.6K stars
npx skills add anthropics/skills --skill canvas-design
Agent safety v2
63/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
medium
Filesystem access
Skill may read or write project files, documents, generated artifacts, or local workspace state.
- High-risk permission hints: Shell or command execution
- Dependency or permission surface needs review
Install targets
Install this skill in your agent workflow
Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add yetone/kill-ai-slopAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Resolve JSON
/api/agent/resolve?task=Use%20Kill%20Ai%20Slop%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Kill%20Ai%20Slop%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/yetone-kill-ai-slop/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use Kill Ai Slop in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Kill%20Ai%20Slop%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/yetone-kill-ai-slop/install
Install command: npx skills add yetone/kill-ai-slop
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/yetone-kill-ai-slop/install
LLM text format
/api/skills/yetone-kill-ai-slop/install?format=text
Find alternatives
/api/skills/search?q=Kill%20Ai%20Slop&limit=3
Agent prompt
Use Kill Ai Slop for this task. Review https://www.openagentskill.com/api/skills/yetone-kill-ai-slop/install, then install with: npx skills add yetone/kill-ai-slopRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/yetone-kill-ai-slop
LLM text
/api/registry/manifest/yetone-kill-ai-slop?format=text
Install alias
/api/registry/install/yetone-kill-ai-slop
Recommend
/api/registry/recommend?task=Use%20Kill%20Ai%20Slop%20in%20an%20agent%20workflow&limit=3
Agent fit
Design and creative
Use-case tags
Platforms
TypeScript, Claude Code
Audit report
Needs review · 91/100
Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.
Agent decision cockpit
Primary pick for Design and creative
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Design and creative
Trust label
Production-ready
Install path
Command ready
Use when
- Design and creative workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 786 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 100/100 quality profile
- 4 OpenAgentSkill engagement events
Review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Design and creative task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Review then install
Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.
GitHub adoption
INFO786 GitHub stars
Stars/forks activity
INFO786 stars, 30 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSApache-2.0
Good signals
- Manually verified listing
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Meaningful GitHub adoption signal
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Permission surface needs review: shell or command execution, filesystem or document access
- Dependency/runtime risk: command execution surface, external package install surface
- Permission surface: shell or command execution, filesystem or document access
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Use as the primary candidate after human or sandbox review.
Quality profile
Excellent candidate for agent workflows
High-confidence pick with strong adoption and healthy maintenance signals.
Workflow fit
Use this skill in these scenarios
Create assets
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Operate local tools
Local desktop
I need my agent to operate local files and desktop apps in a repeatable workflow.
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Workflow fit
Add it to a complete workflow
Design, build, test, and ship interfaces
Frontend and UI
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
Scrape, clean, and reuse web data
Web data pipeline
A practical workflow for agents that crawl public pages, extract clean content, normalize data, and hand it to downstream research or RAG workflows.
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Alternative shortlist
Compare before you install
Similar skills in this category, ranked with the same readiness and quality signals.
Frontend Design
Guidance for distinctive, intentional UI design, typography, visual direction, and non-template-like product interfaces.
Animation Vocabulary
Reverse-lookup glossary that turns a vague description of a web animation or motion effect into its exact term ("the bouncy thing when a popover opens" → Pop in; "the iOS rubber-band scroll" → Rubber-banding). Use when the user asks "what's it called when…", or describes a motion effect without knowing its name and wants the right word to prompt an AI or designer with. For naming an effect, not designing or building one.
Material Ui
Material UI: Comprehensive React component library that implements Google's Material Design. Free forever.
Canvas Design
Create original visual art, posters, PNG assets, and PDF documents through a clear design philosophy.
Overview
# Kill AI Slop
**[killaislop.com](https://killaislop.com)**
Vibe-coded products are ugly in the same specific way: indigo gradients, glowing cards, emoji everywhere, a mascot in every corner, ALL-CAPS stat-cards. It's what a machine reaches for when it has no taste but wants to look impressive, and it's so common you've stopped seeing it.
**Kill AI Slop** is two things:
1. **A website**, a multilingual field guide (English, Chinese, Japanese, and Korean) that catalogues 33 AI-slop tells, each with an interactive before→after demo showing the clean fix. The site is itself built as a rebuttal to everything it catalogues. 2. **An Agent Skill**, `kill-ai-slop`, which turns that catalogue into action: it scans a web project for the code-level signals of each tell, explains why each reads as machine-made, and proposes (or applies) the clean fix.
Every tell is one you can find in real, shipped products, not a strawman. Each entry rebuilds the tell in plain HTML so you can see the machine-default and the clean fix side by side.
## Repo layout
``` website/ Astro site, the field guide (multilingual, static, zero-JS-by-default) skill/ the kill-ai-slop Agent Skill (SKILL.md + references + scanner) ```
## The website
Live at **[killaislop.com](https://killaislop.com)**. To run it locally:
```bash cd website npm install npm run dev # http://localhost:4321 npm run build # → dist/ (static, deploy anywhere) ```
Design system: paper + ink, **one** editorial red used like a proofreader's pen, hierarchy from scale and space, hairline rules, no gradients / emoji / glass / badges. See `website/src/styles/tokens.css` for the rules it holds itself to, and `website/src/data/catalogue.ts` for the taxonomy (the single source of truth shared with the skill).
## The skill
### Universal agent installer
Run the following command and follow the prompt to install it to your favorite coding agents:
``` npx skills add yetone/kill-ai-slop ```
### Manua
Platform Compatibility
Technical Details
- Version
- 1.0.0
- License
- Apache-2.0
- Last Updated
- 7/26/2026
- Published
- 7/26/2026
Frameworks & Tools
Decision snapshot
Primary pick
786 GitHub stars
Audit snapshot
Install review
Install and adoption review
- Security
- 82/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent Proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the audit before production use.
Growth loop
Share kit
Scenario-led draft for Kill Ai Slop, ready for a manual X post.
Most web agents fail in the boring part: messy pages, missing context, repeatable extraction. Kill Ai Slop gives agents a cleaner path to browse, extract, and monitor web pages. 786 stars https://www.openagentskill.com/skills/yetone-kill-ai-slop?ref=x #AIAgents
Optional reply with install command
Listing + install path for Kill Ai Slop: https://www.openagentskill.com/skills/yetone-kill-ai-slop?ref=x Install: npx skills add yetone/kill-ai-slop
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- yetone
- Source
- yetone/kill-ai-slop
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This community indexed listing is attributed to yetone but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/yetone-kill-ai-slop)
[](https://www.openagentskill.com/skills/yetone-kill-ai-slop)
[](https://www.openagentskill.com/skills/yetone-kill-ai-slop/audit)
[](https://www.openagentskill.com/skills/yetone-kill-ai-slop)Author
yetone✓
@yetone
Platform Fit
Health Signals
- GitHub stars
- 786
- Quality score
- 63/100
- Last GitHub push
- Jul 26, 2026
- Framework hints
- 1
- OpenAgentSkill views
- 2
- Install copies
- 0
- Outbound clicks
- 0
Community Signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & Safety
Review then install
- GitHub adoption786 GitHub starsINFO
- Stars/forks activity786 stars, 30 forks; issue activity unavailable in current metadataINFO
- Recent maintenance2d since pushPASS
- License clarityApache-2.0PASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surface, external package install surfaceCHECK
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