alphafold_database_fet…
Retrieve and analyze AlphaFold predicted structures for a protein. Use when the user provides…
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.
$ npx -y skills add google-deepmind/science-skills --skill pubchem_database --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/pubchem_databaseContext preview
The summary Claude sees to decide when to auto-load this skill.
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.
name: pubchem-database description: > 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.
1. **`uv`**: Read the `uv` skill and follow its Setup instructions to ensure `uv` is installed and on PATH. 2. **User Notification**: If .licenses/pubchem_database_LICENSE.txt does not already exist in the workspace root directory then (1) prominently notify the user to check the terms at https://pubchem.ncbi.nlm.nih.gov/docs/citation-guidelines and https://pubchem.ncbi.nlm.nih.gov/docs/pug-rest, then (2) create the file recording the notification text and timestamp.
PubChem queries are executed via a robust Python wrapper script to respect terms-of-service and handle complex JSON parsing. This script allows safe multi-agent use of APIs.
Example: Resolve a chemical name to its Compound ID (CID)
uv run scripts/pubchem_api.py resolve --name "aspirin" --output result.json
database rather than accessing the database directly. The scripts automatically enforce the required rate limit gracefully.
database query if the user asks for a specific fact that can be checked in PubChem. Do not rely solely on internal knowledge.
output.
**1. Compound Resolution (Name or InChI to Identifiers)** Convert chemical/trade names or InChI strings into PubChem CIDs, SMILES, and InChIKeys.
uv run scripts/pubchem_api.py resolve --name "ibuprofen" --output result.json # OR uv run scripts/pubchem_api.py resolve --inchi "InChI=1S/C3/c1-3-2/i1+1" --output result.json
**2. Physical & Chemical Property Retrieval** Fetch computed properties (e.g., MolecularWeight, XLogP, TPSA).
uv run scripts/pubchem_api.py properties --cid 2244 --output result.json
**3. Synonyms and Trade Names** Find alternative names and brand names.
uv run scripts/pubchem_api.py synonyms --cid 2244 --output result.json
**4. Safety and Hazard Information (GHS)** Retrieve Global Harmonized System hazard statements and handling precautions (uses PUG-View).
uv run scripts/pubchem_api.py safety --cid 2244 --output result.json
**5. Drug and Medication Information** Fetch FDA pharmacology data, mechanism of action, and therapeutic uses (uses PUG-View).
uv run scripts/pubchem_api.py pharmacology --cid 2244 --output result.json
**6. Custom Heading (PUG-View)** Retrieve any specific heading from the PUG-View system (e.g., 'Geometry', 'Crystal Structures').
uv run scripts/pubchem_api.py view --cid 3939 --heading "Crystal Structures" --output result.json
**7. Image Generation** Retrieve 2D chemical structure images. The script returns a Markdown-formatted image link.
uv run scripts/pubchem_api.py image --cid 2244 --output result.json
**8. Structure-Based Searching (Similarity & Substructure)** Find molecules similar to a SMILES string or containing a specific substructure.
uv run scripts/pubchem_api.py similarity --smiles "CC(=O)OC1=CC=CC=C1C(=O)O" --output result.json
and
uv run scripts/pubchem_api.py substructure --smiles "C1=CC=CC=C1" --output result.json
**9. BioAssay & Target Interactions** Identify genes or proteins a chemical interacts with.
uv run scripts/pubchem_api.py assays --cid 2244 --output result.json
**10. Cross-references (Xrefs)** Fetch identifiers cross-referenced with a CID (e.g., PatentID, PubMedID).
uv run scripts/pubchem_api.py xrefs --cid 2244 --type "PatentID" --output result.json
**11. Property Range Search** Find CIDs within a specific property range. Supported features include: `molecular_weight`, `heavy_atom_count`, `xlogp`, `tpsa`, `h_bond_donor_count`, `h_bond_acceptor_count`, `rotatable_bond_count`, `exact_mass`, `monoisotopic_mass`, and `complexity`.
uv run scripts/pubchem_api.py range --feature molecular_weight --min 400.0 --max 400.05 --output result.json
**12. Custom PUG-REST Query** Execute a raw path against the PUG-REST API.
uv run scripts/pubchem_api.py query --path "compound/cid/2244/xrefs/PatentID/JSON" --output result.json
If direct resolution by name or formula fails (e.g., for complex compounds or specific ions):
searching for the neutral parent compound.
try searching for major components or ligands.
can generate one for a component, use it to find related compounds.
[references/endpoints.md](references/endpoints.md) to construct raw PUG-REST URLs.
follow the checklists in [references/workflows.md](references/workflows.md).
A collection of agent skills for scientific research tasks, spanning genomics, structural biology, cheminformatics, literature search, and more.
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