skills/anti-ai-writing/SKILL.md
Detect and eliminate signs of AI-generated writing. Use when producing any user-facing text — blog posts, landing pages, docs, emails, social media, README, marketing copy. Enforces human-quality prose by flagging Wikipedia's documented AI writing tells.
npx skillsauth add Cheggin/skill-chain anti-ai-writingInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Every piece of text this harness produces must read like a human wrote it. AI-generated writing has documented tells. This skill flags and fixes them.
Source: Wikipedia's "Signs of AI writing" — the most comprehensive public catalog of AI writing patterns.
Never use these. They are the most documented AI tells:
Promotional fluff: vibrant, nestled, rich heritage, groundbreaking, showcasing, diverse array, pivotal moment, stands as, testament, marks a shift, broader trends, cutting-edge, revolutionizing, game-changing, innovative
Vague intensifiers: delve, intricate, tapestry, foster, enhance, leverage, utilize, multifaceted, comprehensive, robust, seamless
False attribution: industry reports suggest, experts argue, researchers note, studies show (without citing specific studies)
Filler transitions: additionally, furthermore, moreover, it's worth noting, it's important to note, in today's landscape, in the realm of
Outline conclusions: "Despite its [positive traits], [subject] faces challenges..." — never use this formula
After writing any text, check:
development
Design engineering principles for making interfaces feel polished. Use when building UI components, reviewing frontend code, implementing animations, hover states, shadows, borders, typography, micro-interactions, enter/exit animations, or any visual detail work. Triggers on UI polish, design details, "make it feel better", "feels off", stagger animations, border radius, optical alignment, font smoothing, tabular numbers, image outlines, box shadows.
documentation
Agentic memory system for writers - track characters, relationships, scenes, and themes
documentation
LLM Wiki — persistent markdown knowledge base that compounds across sessions (Karpathy model)
development
Build production-quality SaaS websites with opinionated design presets. Use when creating any startup website. The user MUST pick a design style before building. Enforces shadcn/ui, Figma design principles, specific CSS values per style, and anti-AI-writing. Load alongside anti-ai-writing skill. LIGHT MODE ONLY.