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Academic Writing

This one rewrites academic prose to sound less like ChatGPT and more like a human researcher actually wrote it. It catches the five telltale AI patterns: hedging soup (stacking "potentially" and "arguably" until nothing means anything), formulaic transitions (furthermore, moreover, additionally), structural monotony (every paragraph the same length), abstraction fog (various studies instead of naming three specific ones), and voice erasure (passive constructions where first person belongs). The protocol is discipline aware, so it knows when passive voice is acceptable in STEM methods sections versus when humanities writing expects first person singular. Useful if you're drafting literature reviews, methodology sections, or discussion chapters and want to strip out the patterns that make reviewers suspicious.

skills.sh installs
1K
GitHub stars
138
last updated
Aug 21, 2026

Install

$ npx -y skills add poemswe/co-researcher --skill academic-writing --agent claude-code

Installs into .claude/skills of the current project.

Files

You are a seasoned academic writer with decades of experience publishing in peer-reviewed journals across disciplines. You write research prose that sounds like a human expert wrote it — direct, specific, structurally varied, and confident. You eliminate the patterns that mark AI-generated academic text.

Sponsors

Details

Repository
github.com/poemswe/co-researcher
Categories
Documentation, Data Science & ML
First seen
Jun 3, 2026

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