medea-therapeutic-discovery
An AI agent for therapeutic discovery that executes transparent, multi-step omics analyses including research planning, code execution, and literature reasoning.
npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill medea-therapeutic-discovery --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Medea Therapeutic Discovery Agent Medea is a multi-stage AI agent designed for therapeutic discovery, modeled after 2026 state-of-the-art open source architectures. It executes transparent, multi-step omics analyses. ## When to Use This Skill * "Run multi-omics therapeutic discovery pipeline" * "Analyze omics data for novel drug targets using Medea" * "Perform literature reasoning and consensus reconciliation for target X" ## Core Capabilities 1. **Research Planning**: Formulates step-by-step omics analysis plans. 2. **Code Execution**: Generates and executes Python/R scripts for data processing. 3. **Literature Reasoning**: Retrieves and synthesizes current literature. 4. **Consensus Stage**: Reconciles experimental evidence with literature to propose high-confidence targets. ## Workflow 1. **Step 1**: Initialize Medea agent with target disease or omics dataset. 2. **Step 2**: Execute the multi-stage pipeline across planning, coding, literature review, and consensus validation. ## Example Usage **User**: "Run Medea analysis on the provided breast cancer multi-omics dataset." **Agent Action**: ```bash python3 -m medea.agent --dataset breast_cancer_omics.h5ad --mode full_discovery
- When to Use This Skill
- Core Capabilities
- Workflow
- Example Usage
python3 -m medea.agent --dataset breast_cancer_omics.h5ad --mode full_discovery
What does the medea-therapeutic-discovery skill do?
An AI agent for therapeutic discovery that executes transparent, multi-step omics analyses including research planning, code execution, and literature reasoning.
How do I install it?
Run `npx skills add FreedomIntelligence/OpenClaw-Medical-Skills --skill medea-therapeutic-discovery --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From FreedomIntelligence/OpenClaw-Medical-Skills, a repository with 2,909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.