Skills for Real Engineers. Straight from my .agents directory.
pubchem-database
Agent skill fromgoogle-deepmind/science-skills
Query PubChem, search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics. Use when a user asks about a specific chemical, drug, or molecule.
How to install pubchem-database
npx skills add google-deepmind/science-skills# or add only this skill to Claude Code: copy the folder
skills/pubchem_database/
# into
~/.claude/skills/pubchem_database/ (all projects)
.claude/skills/pubchem_database/ (one project)
1# PubChem Database23## Prerequisites451. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure6 `uv` is installed and on PATH.72. **User Notification**: If .licenses/pubchem_database_LICENSE.txt does not8 already exist in the workspace root directory then (1) prominently notify9 the user to check the terms at10 https://pubchem.ncbi.nlm.nih.gov/docs/citation-guidelines and11 https://pubchem.ncbi.nlm.nih.gov/docs/pug-rest, then (2) create the file12 recording the notification text and timestamp.1314## Quick Start1516PubChem queries are executed via a robust Python wrapper script to respect17terms-of-service and handle complex JSON parsing. This script allows safe18multi-agent use of APIs.1920Example: Resolve a chemical name to its Compound ID (CID)2122```bash23uv run scripts/pubchem_api.py resolve --name "aspirin" --output result.json24```2526## Core Rules2728- **Use the Wrapper**: ALWAYS execute the provided helper scripts to query the29 database rather than accessing the database directly. The scripts30 automatically enforce the required rate limit gracefully.31- Read the generated JSON output file, and process it with jq or code.32- **Verify Facts**: ALWAYS verify information retrieved from memory with a33 database query if the user asks for a specific fact that can be checked in34 PubChem. Do not rely solely on internal knowledge.35- **Notification**: If this skill is used, ensure this is mentioned in the36 output.3738## Core Capabilities39…
Excerpt shown under the repository's Apache-2.0 license.
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