Academic AI Search Optimization

/academic-aioNEW

What it does

Visibility 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.

Highlights

✓Covers title, abstract, Key Points, Plain-Language Summary, preprints, README, CITATION.cff, Zenodo, Hugging Face cards
✓Defends against LLM citation fabrication (Agarwal 2025)
✓Visible PASS / PARTIAL / FAIL checklist — never applies silent edits

Install this skill

git clone https://github.com/aperivue/medsci-skills.git
cp -r medsci-skills/skills/academic-aio ~/.claude/skills/

Full documentation→View source on GitHub

Related skills

Manuscript Writing/write-paper

Full 8-phase IMRAD pipeline from outline to submission-ready manuscript with built-in critic-fixer loops and section boundary enforcement.

Revision Response/revise

Parses reviewer decision letters, classifies comments as MAJOR/MINOR/REBUTTAL, and generates point-by-point responses.

Protocol Writing/write-protocol

Generate SPIRIT-compliant study protocols and PROSPERO registration drafts for systematic reviews.

AI Pattern Remover/humanize

Detect and remove AI writing patterns from academic manuscripts. Scans for 18 common patterns — significance inflation, AI vocabulary, copula avoidance — and rewrites flagged passages while preserving technical accuracy.