Pymatgen crystal structure parsing starter
A framework for discovering, compiling, and validating reusable skills for scientific agents.
npx -y skills add ma-compbio-lab/SkillFoundry --skill pymatgen-crystal-structure-parsing-starterAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
SKILL.md
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Pymatgen Crystal Structure Parsing Starter
Use this skill to parse one crystal structure file with pymatgen and return a deterministic structural summary with lattice, composition, density, and symmetry metadata.
What it does
- Loads a structure file such as CIF with
pymatgen.core.Structure. - Summarizes formula, reduced formula, lattice parameters, volume, density, and species counts.
- Uses
SpacegroupAnalyzerto report a space-group symbol, number, and crystal system when symmetry analysis succeeds.
When to use it
- You need a runnable starter for the
crystal structure parsingleaf. - You want a lightweight structure summary before feature engineering or property modeling.
Example
slurm/envs/materials/bin/python skills/materials-science-and-engineering/pymatgen-crystal-structure-parsing-starter/scripts/run_pymatgen_structure_summary.py \
--input skills/materials-science-and-engineering/pymatgen-crystal-structure-parsing-starter/examples/cscl.cif \
--out scratch/materials/cscl_structure_summary.json
Verification
- Skill-local tests:
python3 -m unittest discover -s skills/materials-science-and-engineering/pymatgen-crystal-structure-parsing-starter/tests -p 'test_*.py' - Repository smoke:
python3 -m unittest tests.smoke.test_phase28_network_materials_cheminformatics_skills -v