Plugin medsci-data
Study design and validity review, literature-grounded variable operationalization, sample-size planning, data cleaning, de-identification, codebook generation, and dataset versioning.
Cómo instalar el plugin medsci-data
Ejecuta ambos comandos dentro de Claude Code. El primero agrega el marketplace una vez; el segundo instala el plugin.
/plugin marketplace add Aperivue/medsci-skills
/plugin install medsci-data@medsci-skillsQué hay dentro de medsci-data
8 partes leídas de los archivos del propio plugin.
Skills 8
Claude lo carga cuando la tarea coincide- 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.
Usando medsci-data en Claude Code
Las Skills no necesitan comando. Claude las lee cuando tu solicitud coincide con lo que describen.
Actualizar, desactivar o eliminar
- Actualizar el plugin (shell)
- claude plugin update medsci-data@medsci-skills
- Refrescar el marketplace
- /plugin marketplace update medsci-skills
- Desactivarlo por ahora
- /plugin disable medsci-data@medsci-skills
- Eliminarlo
- /plugin uninstall medsci-data@medsci-skills
Skills en 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 archivos378estrellas - 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 archivos378estrellas - define-variablesAperivue/medsci-skills
Maps research variables to canonical guidelines and database columns using a citation-backed, multi-tier verification process.
3 archivos378estrellas - 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 archivos378estrellas - 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 archivos378estrellas - design-studyAperivue/medsci-skills
Reviews radiology and medical AI study designs for validity, leakage risks, cohort logic, and adherence to reporting guidelines.
18 archivos378estrellas - generate-codebookAperivue/medsci-skills
Generates structured data dictionaries in JSON and Markdown formats by profiling tabular datasets and flagging uninterpretable coded values.
4 archivos378estrellas - version-datasetAperivue/medsci-skills
Creates deterministic content-hash manifests to lock dataset versions, verify data integrity, and detect drift between analysis runs.
4 archivos378estrellas
Preguntas sobre el plugin medsci-data
¿Cómo instalo el plugin medsci-data?
En Claude Code ejecuta /plugin marketplace add Aperivue/medsci-skills y luego /plugin install medsci-data@medsci-skills.
¿Qué incluye el plugin medsci-data?
medsci-data agrupa 8 skills.
¿Cómo actualizo o elimino el plugin medsci-data?
Actualízalo con claude plugin update medsci-data@medsci-skills en tu shell, o desde la pestaña Installed de /plugin. Elimínalo con /plugin uninstall medsci-data@medsci-skills.