epidemiologist-analyst SKILL.md skillA

epidemiologist-analyst from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rysweet/amplihack-rs/epidemiologist-analyst@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rysweet/amplihack-rs
Path
amplifier-bundle/skills/epidemiologist-analyst/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Apr 5, 2026
Size
74,030 bytes
Repository stars
11
License
none declared

Analyzes disease patterns and health events through epidemiological lens using surveillance systems, outbreak investigation methods, and disease modeling frameworks. Provides insights on disease spread, risk factors, prevention strategies, and public health interventions. Use when: Disease outbreaks, health policy evaluation, risk assessment, intervention planning. Evaluates: Transmission dynamics, risk factors, causality, population health impact, intervention effectiveness.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Epidemiologist Analyst Skill

## Purpose

Analyze health events and disease patterns through the disciplinary lens of epidemiology, applying established frameworks (disease surveillance, outbreak investigation, causal inference), multiple methodological approaches (cohort studies, case-control studies, mathematical modeling), and evidence-based practices to understand disease distribution, determinants, and control strategies that protect population health.

## When to Use This Skill

- **Disease Outbreak Investigation**: Investigate foodborne illness, infectious disease clusters, unusual disease patterns
- **Health Policy Evaluation**: Assess vaccination programs, screening initiatives, public health interventions
- **Risk Factor Analysis**: Identify causes of chronic disease, environmental exposures, behavioral determinants
- **Surveillance System Design**: Develop disease monitoring, early warning systems, syndromic surveillance
- **Intervention Planning**: Design prevention strategies, evaluate control measures, optimize resource allocation
- **Public Health Emergency Response**: Assess pandemic threats, coordinate containment strategies, model disease spread
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rysweet/amplihack-rs/epidemiologist-analyst@sha256:234fa275b4580708

The line at the top of this page pins the label v1.0.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hw6weekwgcxh6jgn.svg)](https://markdownregistry.com/a/art_hw6weekwgcxh6jgn)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Apr 5, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-04-05 b840a93 74,030 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (74030 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hw6weekwgcxh6jgn
GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/epidemiologist-analyst
GET https://markdownregistry.com/api/v1/blob/234fa275b45807089455b7f1f10516acb49f9bb81ddf5eaa9ea2e2ae71ab1d3e

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in rysweet/amplihack-rs

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