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ukb-skill

Plan brain-focused UK Biobank downstream analyses and delegate execution.

78|3|Updated Mar 25, 2026
Search Tags:#visualization#brain#statistical-analysis#survival-analysis#downstream-analysis#ukbiobank#subgroup-analysis
One-click install
npx skills add https://github.com/CUHK-AIM-Group/NeuroClaw --skill ukb-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ukb-skill
Source: https://github.com/CUHK-AIM-Group/NeuroClaw/tree/main/skills/ukb-skill
Command: npx skills add https://github.com/CUHK-AIM-Group/NeuroClaw --skill ukb-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill enables researchers to perform brain-focused UK Biobank downstream analysis using locally available data, without handling RAP download guidance, and coordinates execution through the NeuroClaw claw-shell ecosystem to ensure reproducibility.

Core Features & Use Cases

  • Validate access to local UKB-derived feature tables and identify the research target (e.g., neurological outcomes, cognitive phenotypes, brain MRI features) and the analysis type (survival, regression, subgroup, propensity score, mediation, sensitivity, machine learning, visualization, or manuscript-ready summaries).
  • Generate a numbered execution plan that specifies required inputs, delegated skills, outputs, and potential risks, and wait for explicit user confirmation before execution.
  • Delegate execution through claw-shell to the appropriate downstream skills, preserving a brain-focused UKB workflow and providing clear traceability.

Quick Start

Provide a local UKB brain feature dataset and state the primary analysis goal to generate a step-by-step execution plan.

Frequently Asked Questions about ukb-skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I perform survival analysis on UK Biobank brain MRI features?▼

To perform survival analysis on UK Biobank brain MRI features, provide an analysis-ready local UKB table with defined endpoints and covariates. The skill generates a numbered execution plan specifying required inputs and delegates execution to downstream skills for reproducible brain-focused workflows.

Can I run propensity score matching for cognitive phenotypes using UK Biobank data?▼

Yes, you can run propensity score matching for cognitive phenotypes using UK Biobank data. The skill processes analysis-ready UKB tables to generate execution plans that delegate propensity score workflows to downstream skills, ensuring clear traceability for subgroup analysis.

What types of downstream analysis are supported for brain-focused UK Biobank data?▼

Supported downstream analyses for brain-focused UK Biobank data include survival analysis, regression, subgroup analysis, propensity score matching, mediation, sensitivity analysis, machine learning, and visualization workflows. The skill validates local UKB feature tables and coordinates execution.

Do I need to download UK Biobank data through RAP to use this skill?▼

No, you do not need to download UK Biobank data through RAP to use this skill. It operates on locally available analysis-ready UKB-derived feature tables, focusing on downstream analysis rather than handling RAP download guidance.

How does the claw-shell ecosystem coordinate UK Biobank regression workflows?▼

The claw-shell ecosystem coordinates UK Biobank regression workflows by delegating execution to appropriate downstream skills. After generating a structured execution plan and receiving explicit user confirmation, it preserves brain-focused UKB workflows and provides clear traceability.

What format should my UK Biobank dataset be in for subgroup analysis?▼

Your UK Biobank dataset should be an analysis-ready table with defined endpoints and covariates for subgroup analysis. The skill validates access to local UKB-derived feature tables and identifies your research target before generating a step-by-step execution plan.

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