medsci-data Plugin
Study design and validity review, literature-grounded variable operationalization, sample-size planning, data cleaning, de-identification, codebook generation, and dataset versioning.
So installierst du das medsci-data Plugin
Führe beide Befehle in Claude Code aus. Der erste fügt den Marketplace einmalig hinzu; der zweite installiert das Plugin.
/plugin marketplace add Aperivue/medsci-skills
/plugin install medsci-data@medsci-skillsWas ist in medsci-data enthalten
8 Teile wurden aus den eigenen Dateien des Plugins gelesen.
Skills 8
Claude lädt es, wenn die Aufgabe passt- 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.
Verwendung von medsci-data in Claude Code
Skills benötigen keinen Command. Claude liest sie, wenn deine Anfrage dem entspricht, was sie beschreiben.
Aktualisieren, deaktivieren oder entfernen
- Plugin aktualisieren (shell)
- claude plugin update medsci-data@medsci-skills
- marketplace aktualisieren
- /plugin marketplace update medsci-skills
- Vorerst deaktivieren
- /plugin disable medsci-data@medsci-skills
- Entfernen
- /plugin uninstall medsci-data@medsci-skills
Skills in 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 Dateien378Stars - 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 Dateien378Stars - define-variablesAperivue/medsci-skills
Maps research variables to canonical guidelines and database columns using a citation-backed, multi-tier verification process.
3 Dateien378Stars - 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 Dateien378Stars - 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 Dateien378Stars - design-studyAperivue/medsci-skills
Reviews radiology and medical AI study designs for validity, leakage risks, cohort logic, and adherence to reporting guidelines.
18 Dateien378Stars - generate-codebookAperivue/medsci-skills
Generates structured data dictionaries in JSON and Markdown formats by profiling tabular datasets and flagging uninterpretable coded values.
4 Dateien378Stars - version-datasetAperivue/medsci-skills
Creates deterministic content-hash manifests to lock dataset versions, verify data integrity, and detect drift between analysis runs.
4 Dateien378Stars
Fragen zum medsci-data Plugin
Wie installiere ich das medsci-data Plugin?
Führe in Claude Code /plugin marketplace add Aperivue/medsci-skills aus, dann /plugin install medsci-data@medsci-skills.
Was enthält das medsci-data Plugin?
medsci-data bündelt 8 Skills.
Wie aktualisiere oder entferne ich das medsci-data Plugin?
Aktualisiere es mit claude plugin update medsci-data@medsci-skills in deiner shell oder über den Installed-Tab von /plugin. Entferne es mit /plugin uninstall medsci-data@medsci-skills.