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.
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.
1wiki-importar9av/obsidian-wikiImport a wiki knowledge graph into the current vault — either from a graph.json export file (stubs) or from an OKF (Open Knowledge Format) markdown bundle (full1Kskills.sh installs
2press-release-writinginference-sh/skillsPress release writing in AP style with inverted pyramid structure. Covers formatting, datelines, quotes, boilerplates, and fact-checking. Use for: product launc1Kskills.sh installs
3quality-documentation-managerdavila7/claude-code-templatesSenior Quality Documentation Manager for comprehensive documentation control and regulatory document review. Provides document management system design, change 971skills.sh installs
4ml-paper-writingzechenzhangagi/ai-research-skillsml paper writing922skills.sh installs
5scikit-learn-best-practicesmindrally/skillsBest practices for scikit-learn machine learning, model development, evaluation, and deployment in Python917skills.sh installs