AI Pattern Remover
/humanizeNEWWhat it does
Detect and remove AI writing patterns from academic manuscripts. Scans for 27 patterns — significance inflation, AI vocabulary, copula avoidance — and rewrites flagged passages while preserving technical accuracy.
Highlights
- ✓27-pattern detection with per-instance flagging
- ✓Density target: <2.0 AI instances per 1,000 words
- ✓Rewrites preserve all numbers, p-values, and clinical terms
Install this skill
git clone https://github.com/Aperivue/medsci-skills.git
mkdir -p ~/.claude/skills
cp -r medsci-skills/skills/humanize ~/.claude/skills/Related skills
Full 8-phase IMRAD pipeline from outline to submission-ready manuscript with built-in critic-fixer loops and section boundary enforcement.
Revision Response/reviseParses reviewer decision letters, classifies comments as MAJOR/MINOR/REBUTTAL, and generates point-by-point responses.
Protocol Writing/write-protocolDraft an IRB or ethics research protocol: Background, Study Design, Sample Size, and Statistical Plan in full prose, with institution-specific sections left as TODO skeletons.
Academic AI Search Optimization/academic-aioVisibility checklist for medical AI papers against AI search engines (Perplexity, ChatGPT web, Elicit, Consensus, SciSpace) and RAG literature tools. Integrates TRIPOD+AI, CLAIM, STARD-AI, TRIPOD-LLM, DECIDE-AI with generative-engine-optimization (GEO) principles.