Skills for “ai slop”
230 skills

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…
wshobson
Agents
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…
conorbronsdon
Avoid AI Writing
ai-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
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…
jamditis
Claude Skills Journalism
ai-writing-detox
Eliminates AI-generated writing patterns that erode reader trust. Use when writing or editing articles, docs, or press releases.

break-ai-slop
Break AI Slop — force the AI to think like a real expert before doing anything. Extracts tacit knowledge, surfaces hidden failure modes, and distills the one constraint that decides success…
conorbronsdon
Avoid AI Writing
false-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…
conorbronsdon
Avoid AI Writing
file-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…

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…

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…
blader
Humanizer
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…
Aperivue
Medsci Skills
humanize
Use when a manuscript or response-to-reviewers letter reads as AI-written. Scans for 27 AI writing patterns and rewrites flagged passages, preserving technical accuracy and bounding how…
Nanako0129
Sepia
sepia
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)…
GitHub
Awesome Copilot
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…

impeccable
Use to design, redesign, critique, audit, polish or animate a frontend: websites, landing pages, dashboards, app UI, components, native iOS/Android screens, or a design system (DESIGN.md).
Jakeschincariol
Instagram Agent Skill
ig-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…
conorbronsdon
Avoid AI Writing
preservation-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…
conorbronsdon
Avoid AI Writing
voice-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.
Jakeschincariol
Linkedin Agent Skill
li-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…

zero-slop
Inspect or rewrite prose that sounds formulaic while preserving source facts, voice, and format. Use for de-slopping, humanizing, prose audits, or a final writing-quality gate. Do not use…

frontend-ui-engineering
Builds production-quality, accessible, responsive user-facing UIs. Use when building or modifying interfaces and pages, creating components, implementing layouts, meeting WCAG accessibility…
nature-figure
Create, revise, audit, and export manuscript scientific figures in Python or R. Use for 论文配图、科研绘图、多面板图 and submission-ready plots, or explicitly requested AI-generated graphical abstracts…

gongwen-humanize
公文去 AI 味:把 AI 腔重的公文改成熟手写法:事实冻结、表达放开,宏大开头、空泛总括、段尾拔高、名词堆叠、翻案句、破折号、新八股词等命中的句子改到位;保留有实质内容的“一是……二是……”;口号式小标题改写实;可只标注不改或轻度改写。用户说“去 AI 味”“AI 腔太重”“读着像机器写的”“DeepSeek 写的总结改自然点”“降 AI…
ai-video-gen
Generate AI videos from text prompts using multiple provider gateways. Use when: (1) Generating videos from text descriptions, (2) Creating AI-generated video clips for content production…
omd-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…

ai-content-collaboration
How humans and AI compose in content workflows. Where AI legitimately participates, where humans must own, hybrid workflow patterns, voice ownership preservation, the AI slop problem…

scenario-inspiration
Use when a creative task has no direction yet: finding inspiration, exploring looks or styles, proposing concept directions to pick between, building a moodboard or reference board, doing…
Google DeepMind
Science Skills
human-protein-atlas-database
Use when you want to retrieve semi-quantitative protein expression and spatial localisation data from the Human Protein Atlas (HPA).

qa-report-humanizer
Remove AI-generated patterns from QA reports, bug reports, test summaries, status updates, and quality communications. Detects and rewrites robotic test-result language, template-sounding…
Garry Tan
Gstack
design-review
Designer's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them; --build checks UI while you build it. (gstack)

factory-human-digest
Experimental workflow for summarizing work that still needs human judgment across configured pull requests, issues, feedback, errors, and delivery signals. Use for a human decision queue or…

content-repurposing
Cross-format content adaptation. Turning one substantial piece into many derivative formats (blog series, email sequences, social posts, webinars, podcasts, video shorts) without losing the…

ai-claim-checker
Evaluate factual claims in AI-generated text and teach a lightweight verification habit. Use when a learner wants to fact-check an AI answer, identify uncertainty, choose appropriate…
LeoYeAI
Agent Master Skills
ai-seo
When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer…

improve-content
Use when rewriting or refreshing an existing page that's underperforming. The agent fetches the URL, analyzes the current content, researches the SERP, and rewrites using the full…

write-content
Use when writing a complete SEO article. Includes the full anti-AI-slop ruleset (banned vocabulary, banned phrases, banned structural patterns) and voice rules. The agent researches the…