d-wwei

Great Writer — Data skill for Claude Code

Data community

Universal AI writing skill — tech articles, marketing copy, research reports, Xiaohongshu notes, technical docs.

How to install Great Writer

This entry records only its repository, not the path inside it, so there is no exact command to give. Open d-wwei/great-writer and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Great Writer does

Universal AI writing skill — tech articles, marketing copy, research reports, Xiaohongshu notes, technical docs. Research-driven, full-pipeline, anti-AI-slop. Bilingual (EN/ZH).

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README

[English](README.md) | [中文](README.zh.md)

Great Writer

A writing system for AI agents. Not a prompt template — a 6-phase pipeline that forces your agent to think before it writes, then strips every trace of AI from the output.

9 writing modes. 15 writing principles. 4-pass polish. Bilingual (EN/ZH).

Why This?

You ask an AI agent to write something. First sentence back:

*"In today's rapidly evolving technological landscape, our product leverages cutting-edge AI capabilities..."*

Sound familiar? The model isn't broken. What's missing is a writing *system*.

Most AI writing tools hand you a better template — a fancier recipe card. The output improves a little, but it still reads like AI. The sentences are all the same length. The structure is perfectly symmetrical. Every list has exactly three items. Readers can smell it.

The real problem isn't formatting. It's that the AI never *thought* about what it was writing. It skipped straight from your prompt to polished prose, with nothing in between — no research, no questioning, no stress-testing the core idea.

Great Writer fixes this by adding the parts that professional writers actually spend most of their time on: figuring out what's really worth saying (and attacking that idea until it holds up), then systematically removing every pattern that screams "a machine wrote this."

Think of it as the difference between a recipe collection and chef training. Recipe collections produce standardized dishes. Chef training teaches you *why* — why this cut, why this heat, why this timing for this ingredient. That's the kind of difference we're after.

What It Is

Great Writer is a single skill you install on any AI agent (Claude Code, Codex, Cursor, Windsurf, Gemini CLI — anything that loads SKILL.md or system prompts).

It gives your agent:

9 writing modes — tech articles, marketing copy, research reports, Xiaohongshu notes, GitHub READMEs, technical docs, rewrite/polish, editorial review, creat