medsci-analysis

medsci-analysis is a plugin for Claude Code from Aperivue/medsci-skills. Its manifest loads nothing; the 6 skills it bundles cost 366 tokens per session together, scanned A, original, MIT.

A research-analysis assistant for reproducible statistics, publication-ready figures, study replication, and meta-analysis, which combines results from multiple studies.

In plain words
What is it for?
Use it to analyse study data, create figures, run cohort or cross-national analyses, replicate studies, and perform meta-analyses.
Why use it?
It helps keep analyses repeatable while handling batch data, comparisons between countries, replications, and evidence synthesis.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it to analyse study data, create figures, run cohort or cross-national analyses, replicate studies, and perform meta-analyses.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add Aperivue/medsci-skills
/plugin install medsci-analysis
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/Aperivue/medsci-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for medsci-analysis

README.md
[![agentmods](https://agentmods.dev/badge/plugins/aperivue/medsci-skills/medsci-analysis/github.svg)](https://agentmods.dev/plugins/aperivue/medsci-skills/medsci-analysis)
Your own site
<a href="https://agentmods.dev/plugins/aperivue/medsci-skills/medsci-analysis"><img src="https://agentmods.dev/badge/plugins/aperivue/medsci-skills/medsci-analysis/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for medsci-analysis

Your own site · 80×15
<a href="https://agentmods.dev/plugins/aperivue/medsci-skills/medsci-analysis"><img src="https://agentmods.dev/badge/plugins/aperivue/medsci-skills/medsci-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 6 skills cost 366 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

medsci-analysis scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 24d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude-plugin/marketplace.json#medsci-analysis · 28 lines

What it actually says

{
  "name": "medsci-analysis",
  "displayName": "MedSci Analysis & Figures",
  "description": "Reproducible statistical analysis, publication-ready figures, batch/cross-national/replication analysis, and meta-analysis synthesis.",
  "author": {
    "name": "Aperivue",
    "url": "https://github.com/Aperivue"
  },
  "homepage": "https://github.com/Aperivue/medsci-skills#skills",
  "repository": "https://github.com/Aperivue/medsci-skills",
  "keywords": [
    "medical-research",
    "clinical-research",
    "biostatistics",
    "meta-analysis",
    "figures"
  ],
  "source": "./",
  "strict": false,
  "skills": [
    "./skills/analyze-stats",
    "./skills/batch-cohort",
    "./skills/cross-national",
    "./skills/make-figures",
    "./skills/meta-analysis",
    "./skills/replicate-study"
  ]
}
Contents

What it installs

The manifest is a name and a version. 6 skills travel with it, and installing the plugin installs all of them — 366 tokens a session between them. Each is measured on its own page, and each can be installed alone.

Files

What ships with it

1 file beside marketplace.json#medsci-analysis in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 24d ago Changed · +14 lines 9597b2782460
  2. 1mo ago First seen · 14 lines scan A f61ae52ae3c1

Subscribe to this mod's changes

medsci-analysis is a plugin published in the GitHub repository Aperivue/medsci-skills (349 stars, last pushed 3d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.