How does it distinguish between correlation and causation?

The skill applies the Bradford Hill criteria—including strength, consistency, and biological gradient—to evaluate whether observed associations in health data are likely to be causal.

What is the Epidemiologist Analyst skill?

It is a specialized capability for Claude Code that enables the analysis of health events through the lens of population health, disease surveillance, and evidence-based medicine.

Can I use this for field outbreak investigations?

Absolutely. The skill follows the CDC's 10-step approach to define cases, generate hypotheses about transmission modes, and recommend specific control measures.

Does this skill help with mathematical disease modeling?

Yes, it applies compartmental models like SIR and SEIR to forecast disease trajectories, estimate R0, and evaluate the effectiveness of vaccination or social distancing interventions.

Epidemiologist Analyst

Name: Epidemiologist Analyst
Author: rysweet

byrysweet

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数据科学与机器学习

Analyzes disease patterns and public health events using surveillance systems, outbreak investigation methods, and mathematical modeling frameworks.

The Epidemiologist Analyst skill equips Claude with the specialized frameworks needed to investigate health events through a population-level lens. By applying core principles such as causal inference via Bradford Hill criteria, the CDC's 10-step outbreak investigation approach, and compartmental modeling (SIR/SEIR), this skill enables rigorous analysis of disease distribution and determinants. It is particularly effective for evaluating health policy interventions, designing surveillance systems, and modeling transmission dynamics to inform public health decision-making and risk assessment.

主要功能

01Systematic outbreak investigation using established CDC protocols

02Surveillance system design and health equity disparity analysis

0316 GitHub stars

04Evidence-based health policy evaluation and intervention planning

05Causal inference assessment based on Bradford Hill criteria

06Mathematical modeling of disease spread using SIR/SEIR compartmental frameworks

使用场景

01Investigating infectious disease clusters and foodborne illness outbreaks

02Analyzing chronic disease risk factors and social determinants of health

03Modeling the impact of vaccination programs and containment strategies

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rysweet/amplihack epidemiologist-analyst

For use in Claude.ai and ChatGPT

Download Skill