Skills for Real Engineers. Straight from my .agents directory.
pubmed-database
Agent skill fromgoogle-deepmind/science-skills
Search PubMed for scientific literature, including published clinical trials. Fetch abstracts and full text. Link published research to biological databases (gene, protein, nucleotide, PubChem) to discover associations between papers and specific compounds or genes. Verify medical spelling, match raw citations, and cache result sets for bulk processing. Interfaces NCBI E-utilities and PMC BioC APIs.
How to install pubmed-database
npx skills add google-deepmind/science-skills# or add only this skill to Claude Code: copy the folder
skills/pubmed_database/
# into
~/.claude/skills/pubmed_database/ (all projects)
.claude/skills/pubmed_database/ (one project)
1# PubMed API23## Prerequisites451. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure6 `uv` is installed and on PATH.72. **User Notification**: If .licenses/pubmed_database_LICENSE.txt does not8 already exist in the workspace root directory then (1) prominently notify9 the user to check the terms at https://pubmed.ncbi.nlm.nih.gov/disclaimer/10 and https://www.ncbi.nlm.nih.gov/home/about/policies/ and to always check11 the license of the papers retrieved by the skill for any restrictions, then12 (2) create the file recording the notification text and timestamp.133. **`.env` file**: Make sure the `.env` file exists in your home directory.14 Create one if it does not exist.154. **`NCBI_API_KEY`** (optional): Raises the NCBI E-utilities rate limit from 316 to 10 requests/second. The skill works without it, but a key is recommended17 if the user plans many queries or encounters a 429 error. You can register18 for a key for free at https://www.ncbi.nlm.nih.gov/account/settings/. You19 **MUST** use the safe credentials protocol in the `credentials` skill to20 check for and request this key if this skill looks relevant to the user's21 request.225. **`USER_EMAIL`** (optional): Identifies the caller to NCBI (recommended by23 their Terms of Use). You **MUST** use the safe credentials protocol in the24 `credentials` skill to check for and request this credential if this skill25 looks relevant to the user's request.26…
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