Anti-AI-slop and clean craftsmanship skill. Eliminates decorative badges, fake mock databases, neon gradients, obvious comments, and marketing fluff.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Anti-AI-Slop & Clean Craftsmanship (`/anti-slop`)
> **Philosophy**: *Zero fluff. Zero decorative badges. Zero toy mock arrays. Zero neon purple gradients. Zero conversational sycophancy. Deliver real, human-grade, high-density software.*
This skill purges synthetic AI tropes and enforces professional engineering rigor across architecture, implementation, user interfaces, documentation, brand identity, and agent pairing.
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## 1. Quick Navigation & Specialized References
| Resource Type | Document | Description |
| :--- | :--- | :--- |
| **Reference** | [references/ui-slop-taxonomy.md](references/ui-slop-taxonomy.md) | Detailed breakdown of the 10 UI AI slop patterns and production remediations. |
| **Reference** | [references/app-logo-and-icon-craftsmanship.md](references/app-logo-and-icon-craftsmanship.md) | The 4 Logo Stress Tests, modular grids, Apple continuous squircles, optical centering. |
| **Reference** | [references/color-theory-and-palette-architecture.md](references/color-theory-and-palette-architecture.md) | 60-30-10 spatial rule, OKLCH perceptual lightness, temperature undertones, WCAG 2.2. |
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The line at the top of this page pins the label git:20261029.1aa6bef, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_3h64i2fcg5kmuhlu
GET https://markdownregistry.com/api/v1/resolve?ref=darknecrocities/skillbuilder/.cursor/rules/anti-slop.mdc
GET https://markdownregistry.com/api/v1/blob/36291b68a7e3cad4c3983649126dd7bb760d153c3bff51ce01a8cf561346710a
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
darknecrocities/skillbuilder · .cursor/rules/ai.mdc · Architect, implement, and maintain production AI systems, Gemini API agents, Antigravity multi-agent orchestration…
gesso-build/skills · skills/anti-slop/SKILL.md · Deterministic design critique for HTML/CSS screens. Runs 73 slop guards extracted from the set of rules professional…
alvin-reyes/better-agentic-ide · claude-plugin/plugins/ade/skills/anti-slop/SKILL.md · Rules against AI slop in code, comments, commit messages and docs. Use whenever you write or edit code, write…
razzant/ouroboroshub · skills/anti-slop/SKILL.md · Evidence-informed writing prompt and checklist for substantive, calibrated prose that preserves voice and fits the…
jzkk720/cubecloud-skills-bundle-kit · upstream/anti-slop/SKILL.md · Anti-AI-slop design and copy rules for any UI work (website, web app, or interface). Use whenever building, refining…