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Built for the Claude Code community with Claude Code by mertbuilds.com

Independent project, not affiliated with Anthropic
mims-harvard avatar

Tooluniverse Adverse Event Detection

mims-harvard/tooluniverse
336 installs1.6k stars
Summary

This is a serious pharmacovigilance tool that runs FDA FAERS disproportionality analysis to detect adverse drug event signals. It calculates PRR, ROR, and information component statistics with confidence intervals, then produces a quantitative safety signal score from 0 to 100. The workflow pulls FAERS reports, mines FDA labels for boxed warnings, cross-references OpenTargets and DrugBank for mechanism-based context, and applies the Naranjo causality algorithm. It's built for post-market surveillance and regulatory work where you need statistical rigor, not just anecdotal safety info. The skill emphasizes computation over description and uses multi-source triangulation to separate drug-specific signals from class-wide effects or confounders.

Install to Claude Code

npx -y skills add mims-harvard/tooluniverse --skill tooluniverse-adverse-event-detection --agent claude-code

Installs into .claude/skills of the current project.

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Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
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CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
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Integrate web data into your AI product. One API to scrape website & brand data.
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belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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inference shell
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create and run specialised agents in minutes
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CodeRabbit
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AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
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Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
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Agent, run crypto. Access onchain data & trade routes via 1inch.
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Capacitor - Shared memory for your team’s coding agents.
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Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
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Integrate web data into your AI product. One API to scrape website & brand data.
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belt - the only tool your agent needs
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belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
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Files
SKILL.md

Select a file.

Featured
CodeRabbit
CodeRabbit
AI writes the code. CodeRabbit catches the slop.
Try For Free →
MCP-ready Email SendingMCP-ready Email Sending
MCP-ready Email Sending
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Make your agent a DeFi expert
Make your agent a DeFi expert
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Capacitor - Shared memory for your team’s coding agents.
Capacitor - Shared memory for your team’s coding agents.
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
CodeScene MCP ServerCodeScene MCP Server
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Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Give your AI the whole web as clean markdownGive your AI the whole web as clean markdown
Give your AI the whole web as clean markdown
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt - the only tool your agent needs
belt - the only tool your agent needs
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →
inference shell
inference shell
create and run specialised agents in minutes
build now →
Categories
Data Science & ML
First SeenJun 3, 2026
View on GitHub

More from mims-harvard/tooluniverse

All 68 skills →
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  • Devtu Self Evolve280
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  • Devtu Code Optimization239
  • Protein Interaction Network Analysis
  • Tooluniverse Sequence Retrieval1.6k
  • Tooluniverse Literature Deep Research620
  • Tooluniverse Image Analysis617
  • Tooluniverse Clinical Guidelines444
  • Tooluniverse433
  • Tooluniverse Drug Research432

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