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GitHub README Writing System — 3-Second Conversion Framework

Craft a README that converts visitors to stars in <3 seconds. Built from AFFiNE's 0→60K star journey.

Install

npx skills add Gingiris-1031/gr-readme

Works with Claude Code, Cursor, Windsurf, and any AI agent that supports the skills protocol.

What It Does

This skill guides you through writing a README that converts visitors into stars within the first 3 seconds of landing. It covers:

  • Tagline engineering — write a one-line description that sticks
  • First-screen law — what must appear above the fold
  • Section-by-section copywriting — Features, Quick Start, Architecture, Contributing
  • Star CTA GIF — placement and timing (front 3 screens, inline with hero or after Quick Start)
  • Claude Code AI Agent Integration — dedicated section for AI-native projects
  • Anti-patterns — 8 common README mistakes that kill conversions
  • 30-item pre-publish checklist — covers content, visuals, links, SEO, AI-era signals

Based On

Real-world experience as ex-COO of AFFiNE (0→60K GitHub stars, $10M Pre-A). The patterns in this skill are what actually worked.

Links

License

MIT-0 — free to use, modify, and distribute.

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