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- academic-aio
Run this skill when the user is working on any of: - Drafting or revising a title, abstract, structured-summary box, or plain-language…
- analyze-stats
Statistical analysis for medical research papers.
- author-strategy
PubMed author profile analysis.
- check-reporting
Check manuscript compliance with medical research reporting guidelines.
- clean-data
Interactive data profiling and cleaning assistant for medical research.
- deidentify
De-identify clinical research data before LLM-assisted analysis.
- explainability
You produced (or are about to produce) saliency / Grad-CAM / attention maps and want them reported to the standard a reviewer expects.
- fill-protocol
Fill institutional Word form templates (.doc/.docx) for IRB protocols, ethics applications, grant proposals, and other structured research…
- find-cohort-gap
Research gap finder for longitudinal cohort databases.
- fulltext-retrieval
Batch download open-access PDFs by DOI using legitimate OA APIs (Unpaywall, PMC, OpenAlex, Crossref).
- generate-codebook
Generate a citable data dictionary / codebook from a tabular dataset (CSV/TSV/Excel/Parquet/Stata/SAS).
- humanize
Detect and remove AI writing patterns from academic manuscripts and response-to-reviewers letters.
- lit-sync
After /search-lit completes — sync the produced .bib into Zotero + Obsidian.
- make-figures
Generate publication-ready figures and visual abstracts for medical research papers.
- manage-refs
Cross-cutting reference manager for medical manuscripts.
- meta-analysis
Systematic review and meta-analysis pipeline for medical research.
- model-card
A trained model needs a Model Card / Datasheet for a repo, Hugging Face card, or manuscript supplement
- model-evaluation
You have held-out predictions + ground truth and need task-correct metrics with CIs, calibration, and subgroup slices, plus a per-case…
- model-validation
A trained imaging model (in-house, vendor, or open-weights) needs a clinical-validation study designed or audited before submission.
- preprocess-imaging
You have a data manifest (one row per image/slice with a patient/subject ID) and want a leakage-safe preprocessing plan + a…
- present-paper
Academic presentation preparation — paper-driven (journal club, grand rounds, seminar) and lecture/teaching decks (course material,…
- radiomics-ml
You have a radiomics or clinical/tabular feature table and want to build a random-forest / XGBoost clinical prediction model that will pass…
- render-pdf-doc
Render academic Markdown documents (English or Korean) to publication-quality PDF via pandoc + xelatex.
- revise
Parse peer reviewer comments and generate a structured Response to Reviewers document with tracked manuscript changes.
- self-review
Pre-submission self-review for the user's own manuscripts, applying a reviewer perspective.