medsci-data eklentisi
Study design and validity review, literature-grounded variable operationalization, sample-size planning, data cleaning, de-identification, codebook generation, and dataset versioning.
medsci-data eklentisi nasıl yüklenir
Her iki komutu da Claude Code içinde çalıştırın. Birincisi pazaryerini bir kez ekler; ikincisi eklentiyi yükler.
/plugin marketplace add Aperivue/medsci-skills
/plugin install medsci-data@medsci-skillsmedsci-data içinde ne var
Eklentinin kendi dosyalarından okunan 8 parça.
SKILL'ler 8
Görev eşleştiğinde Claude bunu yükler- calc-sample-size
Calculates required sample sizes for clinical studies and returns reproducible R/Python code alongside IRB-ready justification text.
- clean-data
Profiles, flags, and generates cleaning code for clinical CSV/Excel datasets through a three-stage human-in-the-loop workflow.
- define-variables
Maps research variables to canonical guidelines and database columns using a citation-backed, multi-tier verification process.
- deidentify
A local Python script that detects and removes PHI from clinical datasets using regex and heuristics across 12 country locale packs.
- design-ai-benchmarking
Plans rigorous studies to benchmark AI systems against human experts using decoupled rubrics, calibration probes, and inter-rater reliability targets.
- design-study
Reviews radiology and medical AI study designs for validity, leakage risks, cohort logic, and adherence to reporting guidelines.
- generate-codebook
Generates structured data dictionaries in JSON and Markdown formats by profiling tabular datasets and flagging uninterpretable coded values.
- version-dataset
Creates deterministic content-hash manifests to lock dataset versions, verify data integrity, and detect drift between analysis runs.
Claude Code içinde medsci-data kullanımı
SKILL'ler komut gerektirmez. Claude, isteğiniz tanımladıkları şeyle eşleştiğinde onları okur.
Güncelleyin, kapatın veya kaldırın
- Eklentiyi güncelleyin (shell)
- claude plugin update medsci-data@medsci-skills
- marketplace'i yenileyin
- /plugin marketplace update medsci-skills
- Şimdilik kapatın
- /plugin disable medsci-data@medsci-skills
- Kaldırın
- /plugin uninstall medsci-data@medsci-skills
medsci-data içindeki beceriler
- calc-sample-sizeAperivue/medsci-skills
Calculates required sample sizes for clinical studies and returns reproducible R/Python code alongside IRB-ready justification text.
10 dosya378yıldız - clean-dataAperivue/medsci-skills
Profiles, flags, and generates cleaning code for clinical CSV/Excel datasets through a three-stage human-in-the-loop workflow.
7 dosya378yıldız - define-variablesAperivue/medsci-skills
Maps research variables to canonical guidelines and database columns using a citation-backed, multi-tier verification process.
3 dosya378yıldız - deidentifyAperivue/medsci-skills
A local Python script that detects and removes PHI from clinical datasets using regex and heuristics across 12 country locale packs.
19 dosya378yıldız - design-ai-benchmarkingAperivue/medsci-skills
Plans rigorous studies to benchmark AI systems against human experts using decoupled rubrics, calibration probes, and inter-rater reliability targets.
5 dosya378yıldız - design-studyAperivue/medsci-skills
Reviews radiology and medical AI study designs for validity, leakage risks, cohort logic, and adherence to reporting guidelines.
18 dosya378yıldız - generate-codebookAperivue/medsci-skills
Generates structured data dictionaries in JSON and Markdown formats by profiling tabular datasets and flagging uninterpretable coded values.
4 dosya378yıldız - version-datasetAperivue/medsci-skills
Creates deterministic content-hash manifests to lock dataset versions, verify data integrity, and detect drift between analysis runs.
4 dosya378yıldız
medsci-data eklentisi soruları
medsci-data eklentisini nasıl yüklerim?
Claude Code içinde /plugin marketplace add Aperivue/medsci-skills, ardından /plugin install medsci-data@medsci-skills çalıştırın.
medsci-data eklentisi neleri içerir?
medsci-data şunları içerir: 8 beceri.
medsci-data eklentisini nasıl güncellerim veya kaldırırım?
Shell üzerinde claude plugin update medsci-data@medsci-skills ile güncelleyin veya /plugin altındaki Yüklü sekmesinden yapın. /plugin uninstall medsci-data@medsci-skills ile kaldırın.