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.
29 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…
108k1.9MScore 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…
42k2.6MScore 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…
41k2.4MScore 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…
7.6k121kScore 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…
8.7k470kScore 69 - 10#10
conorbronsdon
Avoid AI Writing
conorbronsdon
Avoid 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…
5.6k5.4kScore 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 29 anti-slop skills.
Leonxlnxdesign-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…
Paul Bakausimpeccable
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…
wshobson
Agents
wshobsonavoid-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…
Hassan El Mgharihallmark
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…
GitHub
Awesome Copilot
GitHubanti-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…
blader
Humanizer
bladerhumanizer
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…
tw93write
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…
heydamirunslop
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…
Google Labs
Stitch Skills
Google Labstaste-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…
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
conorbronsdonavoid-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…
conorbronsdon
Avoid AI Writing
conorbronsdonpreservation-verifier
Use when the user provides an original and rewritten version, asks whether a rewrite preserved protected content, or wants a deterministic check for code, frontmatter, quotes, tables…
Nanako0129
Sepia
Nanako0129sepia
Make AI-generated writing read as human-written, in fiction and in professional prose. Repairs the narrative architecture of fiction and stories (based on StoryScope, arXiv:2604.03136)…
Jakeschincariol
Instagram Agent Skill
Jakeschincariolig-human
Strip the machine fingerprint out of any draft - em dashes, AI slop words, invisible watermark characters - and score it against a five-check detection panel before it goes out. Use…
plugin87redesign
Upgrade an existing website or app to premium quality without breaking functionality. Audit the current design, identify generic/AI tells, then apply taste and system rules surgically. Use…
Nanako0129
Sepia
Nanako0129sepia-hemingway
Use when a user asks to write or revise fiction in the Hemingway manner, or asks for strong de-AI on a story; applies Sepia's built-in Hemingway voice profile.
Nanako0129
Sepia
Nanako0129sepia-recreate
Use when a user explicitly requests Sepia recreate for a full rewrite.
michaelshimeles
Rstack
michaelshimelesunslop
Cut AI tells from text you write or edit for a human reader (commit messages, PR titles and bodies, docs, code comments, replies). Apply before committing, posting, or sending; leave prose…
kwakseongjaeomd-humanize
제품 문서·UX 카피·랜딩 카피를 KO/EN/JA/ZH-CN/ZH-TW 각 언어의 자연스러운 문장으로 다듬되 사실·수치·명령어·링크·브랜드 voice를 보존한다. 영어·일본어·중국어 문장이나 여러 locale을 함께 다듬는 'AI 티 없애줘', '번역투 고쳐줘', '문장이 기계적이야', '현지 사용자처럼 다듬어줘', 'humanize…
kwakseongjaeomd-orchestrator
멀티 에이전트 디자인 워크플로우 supervisor. writer, locale adaptation, humanize, UI slop audit, designer review, final QA, image materialization을 routing한다. 2-round revision cap을 유지하며 다국어 문서·UI 개선·출간…
kwakseongjaeomd-slop-audit
실제 제품 route의 UI·UX copy를 검사해 제품 맥락 없이 반복된 생성형 기본 패턴, 브랜드 근거 없는 장식, 카드·그라데이션·아이콘 타일 남용, 번역투와 추상 카피를 rule ID와 line ref로 진단한다. 'AI slop 잡아줘', '템플릿 같아', '왜 AI가 만든 화면 같지?', 'anti-slop audit' 요청에…
conorbronsdon
Avoid AI Writing
conorbronsdonai-writing-detector
Use when the user asks to detect, scan, audit, score, or flag AI-writing patterns without rewriting the text, including requests for a deterministic local detector result when the host can…
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.
kwakseongjaeomd-taste
시스템이 학습한 사용자의 디자인 취향을 한 뷰로 렌더. .omd/preferences.md + foldin-proposal.json + DESIGN.md를 읽어 반영됨/대기 중/보류됨/모르는 것 4그룹으로 보여준다. '/omd-taste', '내 취향 보여줘', '취향 현황', 'what are my preferences', 'show…
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