Plugin medsci-data
Study design and validity review, literature-grounded variable operationalization, sample-size planning, data cleaning, de-identification, codebook generation, and dataset versioning.
Comment installer le plugin medsci-data
Exécutez les deux commandes dans Claude Code. La première ajoute la marketplace une seule fois ; la seconde installe le plugin.
/plugin marketplace add Aperivue/medsci-skills
/plugin install medsci-data@medsci-skillsContenu de medsci-data
8 parties lues depuis les fichiers du plugin.
Skills 8
Claude le charge quand la tâche correspond- 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.
Utiliser medsci-data dans Claude Code
Les Skills ne nécessitent pas de commande. Claude les lit quand votre requête correspond à leur description.
Mettre à jour, désactiver ou supprimer
- Mettre à jour le plugin (shell)
- claude plugin update medsci-data@medsci-skills
- Actualiser le marketplace
- /plugin marketplace update medsci-skills
- Le désactiver pour le moment
- /plugin disable medsci-data@medsci-skills
- Le supprimer
- /plugin uninstall medsci-data@medsci-skills
Skills dans medsci-data
- calc-sample-sizeAperivue/medsci-skills
Calculates required sample sizes for clinical studies and returns reproducible R/Python code alongside IRB-ready justification text.
10 fichiers378étoiles - 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 fichiers378étoiles - define-variablesAperivue/medsci-skills
Maps research variables to canonical guidelines and database columns using a citation-backed, multi-tier verification process.
3 fichiers378étoiles - 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 fichiers378étoiles - 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 fichiers378étoiles - design-studyAperivue/medsci-skills
Reviews radiology and medical AI study designs for validity, leakage risks, cohort logic, and adherence to reporting guidelines.
18 fichiers378étoiles - generate-codebookAperivue/medsci-skills
Generates structured data dictionaries in JSON and Markdown formats by profiling tabular datasets and flagging uninterpretable coded values.
4 fichiers378étoiles - version-datasetAperivue/medsci-skills
Creates deterministic content-hash manifests to lock dataset versions, verify data integrity, and detect drift between analysis runs.
4 fichiers378étoiles
Questions sur le plugin medsci-data
Comment installer le plugin medsci-data ?
Dans Claude Code, exécutez /plugin marketplace add Aperivue/medsci-skills, puis /plugin install medsci-data@medsci-skills.
Que contient le plugin medsci-data ?
medsci-data regroupe 8 skills.
Comment mettre à jour ou supprimer le plugin medsci-data ?
Mettez-le à jour avec claude plugin update medsci-data@medsci-skills dans votre shell, ou depuis l'onglet Installed de /plugin. Supprimez-le avec /plugin uninstall medsci-data@medsci-skills.