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SKILL.md

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

install pubchem-database
# install the science-skills pack with the skills CLI
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)

skills/pubchem_database/SKILL.md

Apache-2.0Full file
1# PubChem Database
2
3## Prerequisites
4
51. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure
6 `uv` is installed and on PATH.
72. **User Notification**: If .licenses/pubchem_database_LICENSE.txt does not
8 already exist in the workspace root directory then (1) prominently notify
9 the user to check the terms at
10 https://pubchem.ncbi.nlm.nih.gov/docs/citation-guidelines and
11 https://pubchem.ncbi.nlm.nih.gov/docs/pug-rest, then (2) create the file
12 recording the notification text and timestamp.
13
14## Quick Start
15
16PubChem queries are executed via a robust Python wrapper script to respect
17terms-of-service and handle complex JSON parsing. This script allows safe
18multi-agent use of APIs.
19
20Example: Resolve a chemical name to its Compound ID (CID)
21
22```bash
23uv run scripts/pubchem_api.py resolve --name "aspirin" --output result.json
24```
25
26## Core Rules
27
28- **Use the Wrapper**: ALWAYS execute the provided helper scripts to query the
29 database rather than accessing the database directly. The scripts
30 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 a
33 database query if the user asks for a specific fact that can be checked in
34 PubChem. Do not rely solely on internal knowledge.
35- **Notification**: If this skill is used, ensure this is mentioned in the
36 output.
37
38## Core Capabilities
39…

Excerpt shown under the repository's Apache-2.0 license.

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