Skills for Real Engineers. Straight from my .agents directory.
dbsnp-database
Agent skill fromgoogle-deepmind/science-skills
Use when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database. Resolves between rsIDs, genomic coordinates in VCF format, and HGVS strings. For an rsID, returns variant type, gene associations, clinical significance, allele frequencies, and genomic coordinates (GRCh38).
How to install dbsnp-database
npx skills add google-deepmind/science-skills# or add only this skill to Claude Code: copy the folder
skills/dbsnp_database/
# into
~/.claude/skills/dbsnp_database/ (all projects)
.claude/skills/dbsnp_database/ (one project)
1# dbSNP Database Integration23## Prerequisites451. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure6 `uv` is installed and on PATH.72. **User Notification**: If .licenses/dbsnp_database_LICENSE.txt does not8 already exist in the workspace root directory then (1) prominently notify9 the user to check the terms at https://www.ncbi.nlm.nih.gov/snp/, then (2)10 create the file recording the notification text and timestamp.113. **`.env` file**: Make sure the `.env` file exists in your home directory.12 Create one if it does not exist.134. **`NCBI_API_KEY`** (optional): Raises the NCBI rate limit from 3 to 1014 requests/second. The skill works without it, but a key is recommended if the15 user plans many queries or encounters a 429 error. You can register for a16 key for free at https://www.ncbi.nlm.nih.gov/account/settings/. You **MUST**17 use the safe credentials protocol in the `credentials` skill to check for18 and request this key if this skill looks relevant to the user's request.1920## Core Rules2122- **Use the Wrapper**: ALWAYS execute the provided wrapper script23 `scripts/dbsnp_cli.py` to query the database rather than constructing custom24 HTTP or curl requests. The script automatically handles rate limiting,25 retries, and JSON parsing.26- **Command Choice**: Do NOT use `search-region` to find the rsID of a27 specific variant; use `resolve-variant` instead.28…
Excerpt shown under the repository's Apache-2.0 license.
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