Research Dataset Curation & Governance Assistant
Organize and govern research datasets with automated frameworks
What You Can Do
This skill guides you through curating, documenting, and establishing governance for research datasets. You'll define metadata schemas, create quality assessment checklists, build access control policies, and ensure compliance with institutional standards—all with Claude's help structuring complex governance decisions.
Features
Automatically create comprehensive metadata schemas tailored to your research domain, including field definitions, data types, and required attributes.
Develop quality assessment protocols with objective criteria for completeness, accuracy, consistency, and validity specific to your datasets.
Generate customizable governance policies covering data access, retention, privacy protection, and institutional compliance requirements.
Map and document data provenance, transformations, and dependencies to create an auditable chain of custody for your research datasets.
Define role-based access controls with clear permission levels (view, edit, export, delete) for different user types and data sensitivity levels.
Create institution-specific compliance checklists aligned with GDPR, HIPAA, institutional review boards, or funder requirements.
Produce standardized data dictionaries with variable names, definitions, units, acceptable values, and usage notes for all dataset fields.
Example Output
Metadata Schema (JSON format):
{
"dataset_id": "type: UUID",
"collection_date": "type: ISO8601, required: true",
"sample_size": "type: integer, range: 1-10000",
"quality_score": "type: float, range: 0-100"
}
Quality Assessment Checklist:
- ✓ Data completeness: >95% non-null values
- ✓ Duplicate detection: <1% duplicate records
- ✓ Format validation: All dates in ISO8601
- ✓ Range validation: Values within acceptable bounds
Governance Policy Summary:
- Data retention: 7 years post-publication
- Access level: Restricted to credentialed researchers
- Privacy: PII redacted, de-identified by default
What's Included
- Governance Framework Templates: Pre-built templates for data governance policies, access controls, and lifecycle management adapted to your research domain.
- Quality Assessment Tools: Checklists and rubrics for evaluating dataset completeness, accuracy, consistency, and fitness for analysis.
- Metadata Schema Builder: Structured approach to defining required fields, data types, and validation rules for your research datasets.
- Compliance Mapping Guide: Framework for aligning your governance practices with institutional policies and external compliance standards (GDPR, HIPAA, etc.).
- Data Dictionary Template: Standardized format for documenting all variables, their definitions, units, acceptable values, and usage context.
Who It's For
- Research Data Managers
- Compliance and Governance Officers
- Data Scientists and Researchers
- Institutional Data Stewards
- Information Security Specialists
Best For
- Setting up dataset governance policies from scratch
- Documenting metadata for complex research datasets
- Building quality assessment frameworks
- Creating compliance documentation for audits
- Defining access control and permission structures
You might also like
You can design comprehensive clinical trial protocols that meet FDA and ICH-GCP requirements, develop rigorous patient eligibility criteria, and establish safety monitoring frameworks that protect trial participants. This skill helps you assess inclusion/exclusion criteria, define safety endpoints, plan statistical analyses, and generate regulatory-ready documentation—accelerating protocol development from concept to submission-ready draft.
by hah23255
You'll generate compliant DoD healthcare research proposals by leveraging validated templates, regulatory checklists, and institutional review frameworks. The skill guides you through proposal structure, ensures compliance with DoD-specific requirements (DODI 3216.02, HSPB standards), and provides budget justification templates that meet federal acquisition regulations. You can produce complete proposal sections—from technical narratives to risk mitigation strategies—in hours instead of weeks.
by hah23255
Systematically evaluate healthcare policies for ethical compliance by mapping them against multiple ethical frameworks (deontological, consequentialist, virtue-based, care ethics), assessing equity impact across populations, and identifying regulatory alignment gaps. You receive structured analysis with ethical tensions, vulnerable populations at risk, compliance recommendations, and alternative policy approaches that optimize for both ethics and feasibility.
by hah23255
Generate comprehensive drug trial protocols that meet ICH-GCP and regulatory standards. You can develop phase-specific study designs, safety monitoring procedures, informed consent frameworks, and complete regulatory submissions with built-in compliance checks. Claude ensures your documentation aligns with FDA and international regulatory requirements while maintaining scientific rigor.
by hah23255
This skill guides you through the complete statistical workflow for genomic research—from study design and sample size determination to analysis method selection and result interpretation. You get evidence-based recommendations for handling genomic data's unique challenges: multiple testing correction, batch effects, and small-sample inference. Each recommendation includes the reasoning, assumptions, and limitations so you can make informed choices for your research.
by hah23255
Design, validate, and refine clinical device trial protocols that meet FDA and ICH regulatory requirements. You'll receive detailed protocol structure, endpoint validation matrices, statistical power analysis, and enrollment strategy recommendations that accelerate patient recruitment while maintaining compliance.
by hah23255
Create fully-accredited continuing medical education programs with learning objectives, educational content, assessments, and evaluation materials that meet ACCME and ANCC standards. This skill automates compliance validation, ensures proper alignment between objectives and content, and generates all required accreditation documentation in minutes instead of weeks.
by hah23255
This assistant automates creation of HIPAA-compliant archival documentation, metadata templates, and retention schedules for your research datasets. You get customized compliance checklists, de-identification verification, and institutional review board-ready documentation tailored to your funding agency requirements. Perfect for research institutions managing sensitive health data with strict regulatory and audit trail obligations.
by hah23255