This collection provides a suite of technical skills tailored for the life sciences and healthcare domains. It enables AI agents to interface with cloud laboratory platforms for protein validation, automate AAV vector design, and streamline the drug discovery pipeline.
By integrating specific tools for binding assays, thermostability measurements, and sequence optimization, the repository helps researchers move from computational design to experimental validation with greater structural precision.
Follow the documented setup, then try a first task.
Installs: Full OpenClaw Medical Skills collection, available in one workspace · OpenClaw
Platform: OpenClaw
In a terminal, clone the repository using sparse checkout and enter the cloned repository.
# Clone this repository (skills only — skips large data files) git clone --depth=1 --no-checkout https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git cd OpenClaw-Medical-Skills git sparse-checkout init --cone git sparse-checkout set skills git checkout main
In the terminal, copy the collection into the workspace skills directory, replacing <your-workspace> with the intended workspace path.
# Install to your workspace skills directory cp -r skills/* <your-workspace>/skills/
Installs: Full OpenClaw Medical Skills collection, shared globally across all agents · OpenClaw
Platform: OpenClaw
In a terminal, clone the repository using sparse checkout and enter the cloned repository.
# Clone this repository (skills only — skips large data files) git clone --depth=1 --no-checkout https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git cd OpenClaw-Medical-Skills git sparse-checkout init --cone git sparse-checkout set skills git checkout main
In the terminal, copy the collection into OpenClaw's global skills directory.
# Or install globally (available to all agents) cp -r skills/* ~/.openclaw/skills/
Installs: Full OpenClaw Medical Skills collection mounted from a cloned repository · OpenClaw
Platform: OpenClaw
Manually add the documented plugins.local configuration to ~/.openclaw/openclaw.json, replacing /path/to/OpenClaw-Medical-Skills with the cloned repository path.
Installs: Six selected skills: clinical-reports, tooluniverse-drug-research, tooluniverse-pharmacovigilance, clinicaltrials-database, biomedical-search, and tooluniverse-drug-drug-interaction · OpenClaw
Platform: OpenClaw
Run from: Directory containing OpenClaw-Medical-Skills
In a terminal, copy the documented clinical and drug-discovery skill selection into OpenClaw's global skills directory.
Claude
Codex
OpenClaw
Amp# Example: clinical + drug discovery stack
SKILLS=(
"clinical-reports"
"tooluniverse-drug-research"
"tooluniverse-pharmacovigilance"
"clinicaltrials-database"
"biomedical-search"
"tooluniverse-drug-drug-interaction"
)
for skill in "${SKILLS[@]}"; do
cp -r OpenClaw-Medical-Skills/skills/$skill ~/.openclaw/skills/
doneInstalls: Full OpenClaw Medical Skills collection loaded into NanoClaw agent containers · NanoClaw
Platform: NanoClaw agent containers
In a terminal, clone the collection and copy all skills into the NanoClaw container skills directory, replacing /path/to/nanoclaw with the NanoClaw checkout path.
# Clone and copy into NanoClaw container skills directory git clone https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills.git cp -r OpenClaw-Medical-Skills/skills/* /path/to/nanoclaw/container/skills/
In the terminal, enter the NanoClaw checkout and rebuild its container.
# Rebuild the container to apply cd /path/to/nanoclaw ./container/build.sh
Uses mcpmed-bioinformatics-server
Use the mcpmed-bioinformatics-server skill: "Query the STRING database for interactions with TP53."
Uses chemical-property-lookup
Use the chemical-property-lookup skill to validate <SMILES_STRING> and return MW, logP, TPSA, HBD/HBA, QED, and a Lipinski pass/fail verdict with violations and calculation warnings. State that these are screening heuristics, not definitive ADMET outcomes.
Uses drug-interaction-checker
Use the drug-interaction-checker skill: "Check interactions for Warfarin and Aspirin."