Best Claude skills for removing AI slop
Anti-slop skills teach your agent to stop sounding and looking like an AI. Some rewrite text so it loses the tells readers spot instantly (em dashes everywhere, "delve", rule-of-three lists). Others fix vibecoded interfaces: purple gradients, glowing cards, emoji labels and uneven spacing. They are among the most shared skills on X and Instagram right now.
43 anti-slop skills · ranked live · November 2026
The top 10. Ranked by the Alyn Score.
- 1#1
Leonxlnx
Design Taste Frontend
tasteskill 2.5.1, the anti-slop frontend skill. Builds professional company websites at the level of figma.com and x.ai: plain copy in a voice of its own, one system, one section per…
113k5.6MScore 92 - 2#2
Paul Bakaus
Impeccable
Use when the user wants to design, redesign, shape, critique, audit, polish, simplify, harden, animate, or otherwise improve a frontend interface: websites, landing pages, dashboards…
Pack108k1.9MScore 90 - 3#3
wshobson
Agents
wshobson
Avoid AI Writing
Audit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog…
Pack42k2.6MScore 85 - 4#4
Hassan El Mghari
Hallmark
Design skill for websites and new pages that look designed, not generated. Use when the user asks to build or design something new, or names Hallmark. Never use it on an existing design…
53k100kScore 82 - 5#5
GitHub
Awesome Copilot
GitHub
Anti UI Slop
Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a…
Pack41k2.4MScore 81 - 6#6
blader
Humanizer
blader
Humanizer
Rewrite AI-sounding text so it reads like the writer without changing what it says. Use when editing or reviewing prose for AI tells: not-X-but-Y contrasts, one-line closers, staged…
68k13kScore 75 - 7#7
tw93
Write
Rewrites and polishes Chinese or English prose, technical instructions, and product copy. Use when drafting, editing, localizing, or cutting AI tone. Not for code comments or commit…
Pack7.6k121kScore 75 - 8#8
heydamir
Unslop
Turns vibecoded, AI-looking UI into a designed interface with its own character. Finds a direction from the product itself, then fixes spacing, color, icons, copy, type, layout, details…
14k2.1kScore 70 - 9#9
Google Labs
Stitch Skills
Google Labs
Taste Design
Semantic Design System Skill for Google Stitch. Generates agent-friendly DESIGN.md files that enforce premium, anti-generic UI standards — strict typography, calibrated color, asymmetric…
Pack8.7k470kScore 69 - 10#10
conorbronsdon
Avoid AI Writing
conorbronsdon
Avoid AI Writing Router
Use when a request combines AI-writing audit, rewrite, file editing, voice preservation, false-positive interpretation, verification, or when the user invokes Avoid AI Writing without…
Pack5.6k5.4kScore 68
What makes a great anti-slop skill.
A concrete list of patterns it removes, not a vague "make it better" instruction.
A before/after example in the README so you can judge the taste.
Separate skills for writing and for UI, since the fixes are completely different.
All 43 anti-slop skills.
conorbronsdon
Avoid AI Writing
conorbronsdonavoid-ai-writing
Audit and rewrite content to remove AI writing patterns ("AI-isms"). Use this skill when asked to "remove AI-isms," "clean up AI writing," "edit writing for AI patterns," "audit writing for…
conorbronsdon
Avoid AI Writing
conorbronsdonfile-edit-in-place
Use when the user names a local file and explicitly asks to clean, rewrite, humanize, or remove AI-writing patterns in that file itself, with minimal targeted edits and post-edit…
conorbronsdon
Avoid AI Writing
conorbronsdonvoice-preserving-rewriter
Use when the user asks to rewrite, humanize, clean up, or remove AI-isms from text while preserving the writer's voice, facts, intent, structure, register, and protected material.
conorbronsdon
Avoid AI Writing
conorbronsdonfalse-positive-reviewer
Use when a user asks what AI-writing flags mean, whether detector output proves AI authorship, or wants a careful interpretation of possible false positives, especially for academic…
Nanako0129
Sepia
Nanako0129sepia-refactor
Use when a user explicitly requests Sepia refactor for minimal in-place prose revision.
Nanako0129
Sepia
Nanako0129sepia-review
Use when a user explicitly requests Sepia review to diagnose prose without editing.
Nanako0129
Sepia
Nanako0129sepia-write
Use when a user explicitly requests Sepia write to create new prose.
Anti-slop skills, explained.
Also searched as: unslop skill, humanizer skill, anti AI slop, make AI writing sound human, AI-looking UI fix.
What are the best Claude skills for removing AI slop?
Right now the top-ranked anti-slop skills on Alyn are Design Taste Frontend (Leonxlnx), Impeccable (Paul Bakaus), Avoid AI Writing (wshobson). Rankings combine GitHub stars, installs, freshness and depth, and update live.
What is the unslop skill?
Unslop is an open-source agent skill by heydamir that turns vibecoded, AI-looking UI into a designed interface. It works in Claude Code, Cursor, Codex and any agent that reads SKILL.md files.
Do humanizer skills fool AI detectors?
They are built to remove the patterns human readers notice, not to beat detectors. Treat them as an editor that makes text clearer and more specific.
How do I install a anti-slop skill?
Run npx skills add owner/repo in your project, or copy the folder with SKILL.md into ~/.claude/skills. Every skill on this page has a ready-to-copy command.
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Anti-slop skills for your agent