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copilot-copywriting-skill

A GitHub Copilot Skill for writing conversion-focused marketing copy that reads as unmistakably human.

What it does

  • Writes marketing copy for homepages, landing pages, pricing pages, feature pages, about pages
  • Applies conversion copywriting frameworks (AIDA, PAS, headline formulas, page templates)
  • Enforces anti-AI writing patterns — every piece of copy is checked against a ban list of 50+ AI vocabulary words, sentence patterns, and structural tells sourced from Wikipedia's "Signs of AI Writing" and academic research

Install

Per-project (shared with team)

Copy the copywriting/ folder into your project:

.github/skills/copywriting/
├── SKILL.md
└── references/
    ├── anti-ai-patterns.md
    ├── copy-frameworks.md
    └── natural-transitions.md

Per-user (all your workspaces)

Copy to your personal Copilot skills folder:

Windows:

%USERPROFILE%\.copilot\skills\copywriting\

macOS/Linux:

~/.copilot/skills/copywriting/

Usage

Type /copywriting in GitHub Copilot Chat, or just ask naturally:

  • "Write homepage copy for [product]"
  • "Improve this hero section — it sounds too AI"
  • "Rewrite this landing page copy"
  • "Write a pricing page for [product]"
  • "This copy is weak, make it more compelling"

What's inside

File Purpose
SKILL.md Main skill — copywriting principles, anti-AI rules, page frameworks, validation checklist
references/anti-ai-patterns.md 50+ banned AI words, sentence patterns, structural tells, and human-writing signals
references/copy-frameworks.md Headline formulas, page section types, structure templates
references/natural-transitions.md Natural transition phrases with AI-tell warnings

Anti-AI highlights

The skill enforces:

  • Hard vocabulary ban — "delve," "tapestry," "landscape" (figurative), "pivotal," "showcase," "foster," and 25+ more
  • Sentence pattern ban — No dangling "-ing" editorial commentary, limited parallelisms
  • Structural pattern ban — No rule-of-three everywhere, no challenges-then-optimism formula
  • Style rules — Max 2 em dashes/page, no bold for emphasis in body text, varied list lengths
  • 10-point validation checklist — Applied before delivering any copy

License

MIT

About

Copilot skill for conversion copywriting with anti-AI writing patterns. Produces human-sounding marketing copy.

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