Skills for Real Engineers. Straight from my .agents directory.
uniprot-database
Agent skill fromgoogle-deepmind/science-skills
Access protein metadata, function, taxonomy, and sequences across UniProtKB, UniParc, and UniRef. Use when searching for proteins, mapping identifiers, or retrieving functional annotations and publications. Don't use for sequence alignment, protein folding, or sequence similarity search (use specialized skills for those tasks).
How to install uniprot-database
npx skills add google-deepmind/science-skills# or add only this skill to Claude Code: copy the folder
skills/uniprot_database/
# into
~/.claude/skills/uniprot_database/ (all projects)
.claude/skills/uniprot_database/ (one project)
1# UniProt Database Access23## Prerequisites451. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure6 `uv` is installed and on PATH.72. **User Notification**: If .licenses/uniprot_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.uniprot.org/help/license and10 https://www.uniprot.org/help/api_queries, then (2) create the file recording11 the notification text and timestamp.1213## Overview1415Provides direct programmatic access to the UniProt Knowledgebase (UniProtKB),16the non-redundant sequence archive (UniParc), and clustered sequence sets17(UniRef). This skill enables protein discovery, cross-referencing, retrieval of18curated biological data and low-level database lookups.1920## Core Rules2122- **Use the Wrapper**: Always use the provided Python scripts (e.g.,23 `scripts/uniprot_tools.py`) rather than constructing custom curl requests.24- **No Hallucinations**: Do NOT invent protein functions, metadata, or25 sequences. For any task that can be handled by the services in this skill,26 rely strictly on the tool outputs rather than your native knowledge.27- **Notification**: If this skill is used, ensure this is mentioned in the28 output.2930## Use Cases3132- **Searching for Protein Function**: Querying functional annotations, GO33 terms, subcellular locations etc.34…
Excerpt shown under the repository's Apache-2.0 license.
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