Plugin medsci-data

Study design and validity review, literature-grounded variable operationalization, sample-size planning, data cleaning, de-identification, codebook generation, and dataset versioning.

Commands

Cara install plugin medsci-data

Jalankan kedua perintah di dalam Claude Code. Perintah pertama menambahkan marketplace sekali; perintah kedua meng-install plugin.

Claude Code

/plugin marketplace add Aperivue/medsci-skills
/plugin install medsci-data@medsci-skills

Apa yang ada di dalam medsci-data

8 bagian dibaca dari file asli plugin tersebut.

Skills 8

Claude memuatnya saat tugas sesuai

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.

Menggunakan medsci-data di Claude Code

SKILL tidak memerlukan command. Claude membacanya saat permintaan Anda sesuai dengan deskripsinya.

Update, matikan, atau hapus

Update plugin (shell): claude plugin update medsci-data@medsci-skills
Refresh marketplace: /plugin marketplace update medsci-skills
Matikan untuk sementara: /plugin disable medsci-data@medsci-skills
Hapus: /plugin uninstall medsci-data@medsci-skills

Skill dalam 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 file
378bintang
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 file
378bintang
define-variablesAperivue/medsci-skills
Maps research variables to canonical guidelines and database columns using a citation-backed, multi-tier verification process.
3 file
378bintang
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 file
378bintang
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 file
378bintang
design-studyAperivue/medsci-skills
Reviews radiology and medical AI study designs for validity, leakage risks, cohort logic, and adherence to reporting guidelines.
18 file
378bintang
generate-codebookAperivue/medsci-skills
Generates structured data dictionaries in JSON and Markdown formats by profiling tabular datasets and flagging uninterpretable coded values.
4 file
378bintang
version-datasetAperivue/medsci-skills
Creates deterministic content-hash manifests to lock dataset versions, verify data integrity, and detect drift between analysis runs.
4 file
378bintang

Pertanyaan tentang plugin medsci-data

Bagaimana cara install plugin medsci-data?

Di Claude Code, jalankan /plugin marketplace add Aperivue/medsci-skills, lalu /plugin install medsci-data@medsci-skills.

Apa saja yang disertakan plugin medsci-data?

medsci-data membundel 8 skill.

Bagaimana cara update atau menghapus plugin medsci-data?

Update dengan claude plugin update medsci-data@medsci-skills di shell Anda, atau dari tab Installed di /plugin. Hapus dengan /plugin uninstall medsci-data@medsci-skills.