Biomedical Analysis Dispatch
xjtulyc/MedgeClaw
Routes bioinformatics, drug discovery, clinical and multi-omics tasks from a chat interface to Claude Code sessions running K-Dense scientific skills, with a live dashboard per task.
Codex adaptation of the OpenClaw Medical Skills library. An agent skill from aiskillstore/marketplace.
Install Openclaw Medical Skills
$ npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace openclaw-medical-skills --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/yuan1z0825/openclaw-medical-skills .claude/skills/openclaw-medical-skills && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "openclaw-medical-skills" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skills into .claude/skills/openclaw-medical-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openclaw-medical-skills", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skillsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace openclaw-medical-skills --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/yuan1z0825/openclaw-medical-skills .agents/skills/openclaw-medical-skills && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openclaw-medical-skills" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skills into .agents/skills/openclaw-medical-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openclaw-medical-skills", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace openclaw-medical-skills --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/yuan1z0825/openclaw-medical-skills .cursor/skills/openclaw-medical-skills && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "openclaw-medical-skills" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skills into .cursor/skills/openclaw-medical-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openclaw-medical-skills", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/yuan1z0825/openclaw-medical-skills--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace openclaw-medical-skills --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/yuan1z0825/openclaw-medical-skills .gemini/skills/openclaw-medical-skills && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "openclaw-medical-skills" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skills into .gemini/skills/openclaw-medical-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openclaw-medical-skills", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace openclaw-medical-skillsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/yuan1z0825/openclaw-medical-skills .github/skills/openclaw-medical-skills && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "openclaw-medical-skills" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skills into .github/skills/openclaw-medical-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openclaw-medical-skills", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace openclaw-medical-skills --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/yuan1z0825/openclaw-medical-skills .opencode/skills/openclaw-medical-skills && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "openclaw-medical-skills" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/yuan1z0825/openclaw-medical-skills into .opencode/skills/openclaw-medical-skills/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openclaw-medical-skills", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
openclaw-medical-skills- GitHub stars
- 433
- Token cost
- ~2.1k tokens
- SKILL.md length
- 953 words
- Files
- 5 (incl. references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Codex adaptation of the OpenClaw Medical Skills library. An agent skill from aiskillstore/marketplace.
- Works in 4 steps: If the user names a skill, search the… → If the user describes a task, search… → Load only the relevant section or rows… → …
- Pharmacovigilance
- SKILL.md covers Purpose, Safety Boundary, Reference Navigation and Codex Execution Workflow, plus 2 more sections
- Calls rg
What it does
Openclaw Medical Skills is an agent skill from aiskillstore/marketplace. Codex adaptation of the OpenClaw Medical Skills library. Use for biomedical, clinical, healthcare AI, genomics, bioinformatics, drug discovery, pharmacovigilance, clinical trials, medical imaging, public health, medical device, regulatory, scientific data analysis, lab automation, and medical research workflows; also use when the user mentions OpenClaw Medical Skills, medical skill library, or any named capability preserved in the OpenClaw capability index.
Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `agents/openai.yaml`, `references/capability-index.md` and `references/source-openclaw-medical-skills.md`).
It sits in Research & Science, covering Clinical and healthcare research and Bioinformatics. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Pharmacovigilance
- Clinical trials
- Medical imaging
- Scientific data analysis
Example prompts
- “/openclaw-medical-skills”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- If the user names a skill, search the exact slug in references/capability-index.md.
- If the user describes a task, search category terms and candidate tools in references/capability-index.md.
- Load only the relevant section or rows unless the task requires broad inventory review.
- Use references/source-openclaw-medical-skills.md only when provenance, original wording, acknowledgements, or full README context matters.
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
rg
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Openclaw Medical Skills loads about 2.1k tokens when it runs, and up to ~81k if it reads all its reference files. Until then it costs about 121 tokens; SKILL.md has 953 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 953 words (~2,101 tokens).
“Use this skill as a Codex-native router and execution guide for the OpenClaw Medical Skills capability library. Preserve the original capability set: do not rename, remove, merge, narrow, or reinterpret a listed OpenClaw capability. Adapt only the execution layer from…”
- name
- openclaw-medical-skills
Files
SKILL.md and 4 other files (references) in skills/yuan1z0825/openclaw-medical-skills of aiskillstore/marketplace.
- SKILL.md
- agents/openai.yaml
- references/capability-index.md
- references/source-openclaw-medical-skills.md
- skill-report.json
Open the folder on GitHubat commit 44923f3
Compare with similar skills
Openclaw Medical Skills next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Openclaw Medical Skills this skillaiskillstore/marketplace | 433 | — | ~2.1k | Automated safety check: Pass | None | |
| Biomedical Analysis Dispatchxjtulyc/MedgeClaw | 617 | 1 repos | ~2k | Automated safety check: Pass | None | |
| Genomics Variant Interpretationaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | — | ~1.5k | Automated safety check: Pass | MIT-0 | |
| Hcls Build Agentaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | — | ~885 | Automated safety check: Pass | MIT-0 | |
| PacsomaticK-Dense-AI/scientific-agent-skills | 48k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Hcls Get Startedaws-samples/amazon-bedrock-agents-healthcare-lifesciences | 274 | — | ~607 | Automated safety check: Pass | MIT-0 |
Similar skills
- Official
Genomics Variant Interpretation
aws-samples/amazon-bedrock-agents-healthcare-lifesciences
A skill your agent uses when interpreting genomic variants from VCF files, performing clinical variant classification using ClinVar/VEP annotations, analyzing allele frequencies against population…
- Official
Hcls Build Agent
aws-samples/amazon-bedrock-agents-healthcare-lifesciences
A skill your agent uses when a developer wants to build a new healthcare or life sciences agent, structure tools and system prompts for an HCLS workflow, or create a Strands agent with…
Pacsomatic
K-Dense-AI/scientific-agent-skills
Prepares and launches nf-core/pacsomatic matched tumor-normal PacBio HiFi genomics workflows from unaligned BAM inputs.
- Official
Hcls Get Started
aws-samples/amazon-bedrock-agents-healthcare-lifesciences
A skill your agent uses when a developer asks how to get started building healthcare or life sciences agents, wants to understand the HCLS Agents Toolkit, or asks what's available in this repository.
- Official
Research Biomedical Databases
aws-samples/amazon-bedrock-agents-healthcare-lifesciences
A skill your agent uses when querying biomedical databases (UniProt, ClinVar, gnomAD, PDB, Reactome, Open Targets, etc.) via the Biomni AgentCore Gateway MCP server.
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Related
Categories
Questions about Openclaw Medical Skills
What does Openclaw Medical Skills do?
Codex adaptation of the OpenClaw Medical Skills library. An agent skill from aiskillstore/marketplace. Openclaw Medical Skills is an agent skill from aiskillstore/marketplace. Codex adaptation of the OpenClaw Medical Skills library.
When should I use Openclaw Medical Skills?
Openclaw Medical Skills fits situations like: pharmacovigilance; clinical trials; medical imaging; scientific data analysis.
How do I install Openclaw Medical Skills in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a claude-code`. Or copy the skill folder (skills/yuan1z0825/openclaw-medical-skills in aiskillstore/marketplace) into .claude/skills/openclaw-medical-skills in your project. Claude Code loads it when a task matches its description.
How do I install Openclaw Medical Skills in Codex?
Run `npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a codex`. Or copy the skill folder (skills/yuan1z0825/openclaw-medical-skills in aiskillstore/marketplace) into .agents/skills/openclaw-medical-skills in your project. Codex loads it when a task matches its description.
Can I use Openclaw Medical Skills in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill openclaw-medical-skills -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openclaw-medical-skills, .gemini/skills/openclaw-medical-skills, .github/skills/openclaw-medical-skills and .opencode/skills/openclaw-medical-skills in your project.
What does Openclaw Medical Skills need to run?
Going by SKILL.md and its folder, Openclaw Medical Skills needs the command-line tools its instructions call (rg).
Does Openclaw Medical Skills access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Openclaw Medical Skills safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Openclaw Medical Skills use?
No licence was found for Openclaw Medical Skills or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Openclaw Medical Skills use?
About 2.1k tokens (SKILL.md is roughly 8.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 79k tokens, read only when the agent opens those files.
What are the alternatives to Openclaw Medical Skills?
Skills that share tags, products or a category with Openclaw Medical Skills: Biomedical Analysis Dispatch (xjtulyc/MedgeClaw, 617 stars), Genomics Variant Interpretation (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars), Hcls Build Agent (aws-samples/amazon-bedrock-agents-healthcare-lifesciences, 274 stars) and Pacsomatic (K-Dense-AI/scientific-agent-skills, 48k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Openclaw Medical Skills?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.