Agent skill
structure-tools
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/structure-tools
SKILL.md
Structure Tools Skills
Tools for crystal structure preparation, manipulation, symmetry analysis, format conversion, and DFT input generation. This skill group covers the foundational operations needed before running any calculation: getting a structure into the right format, building supercells, analyzing symmetry, and generating complete input files for QE and VASP.
Available Skills
| Skill | Description |
|---|---|
| advanced-optimization | Advanced structure optimization: quasi-Newton methods (BFGS, SR1, PSB), scipy minimizers (CG, L-BFGS-B, TNC), simultaneous cell+position optimization with Voigt strain, staged optimization for disordered/amorphous materials. |
| input-generation | Generate DFT input files for QE and VASP from CIF/POSCAR/Materials Project. Covers INCAR, KPOINTS, POTCAR, POSCAR generation (VASPKIT 101-109 equivalent), and QE pw.x input generation with automatic pseudopotential selection. |
| structure-editing | Build supercells, fix/move/delete/substitute atoms, redefine lattice vectors, convert between fractional and Cartesian coordinates, sort atoms by element/coordinate. Covers VASPKIT 400-415 equivalent. |
| symmetry-analysis | Find space group, point group, primitive/conventional cell, Wyckoff positions, equivalent atoms, symmetry of relaxed structures, molecular point group. Uses spglib and pymatgen. Covers VASPKIT 601-609 equivalent. |
| format-conversion | Convert between CIF, POSCAR, XYZ, PDB, QE input, LAMMPS data, and extxyz formats. Bidirectional conversion with symmetry preservation. Covers VASPKIT 419 equivalent. |
| xrd-pattern | Simulate powder X-ray diffraction patterns. Supports multiple wavelengths, peak labeling with hkl indices, phase comparison, and Scherrer broadening. |
| pdf-analysis | Pair distribution function g(r) computation. Total and partial (element-specific) PDFs, crystalline vs amorphous comparison, MD trajectory averaging. |
| structure-matching | Structure comparison and matching using pymatgen StructureMatcher. RMSD calculation, site mapping, symmetry comparison with spglib. |
Decision Guide
What do you need to do with a crystal structure?
Advanced structure relaxation (custom optimizers, difficult convergence)?
--> advanced-optimization/SKILL.md
Generate DFT input files?
--> input-generation/SKILL.md
Modify the structure (supercell, substitution, fix atoms)?
--> structure-editing/SKILL.md
Analyze or determine symmetry?
--> symmetry-analysis/SKILL.md
Convert between file formats?
--> format-conversion/SKILL.md
Simulate XRD patterns or compare phases by diffraction?
--> xrd-pattern/SKILL.md
Compute pair distribution function g(r)?
--> pdf-analysis/SKILL.md
Compare or match two structures (RMSD, symmetry, deduplication)?
--> structure-matching/SKILL.md
Common Prerequisites
- Python packages: pymatgen, ASE, spglib, numpy are pre-installed. Install extras with
pip install seekpathas needed. - Structure files: Start from a CIF, POSCAR, or query Materials Project with
mp-api. All sub-skills show how to load structures from any common format. - Pseudopotentials: QE input generation requires UPF files (SSSP library recommended). VASP input generation requires POTCAR files from a licensed VASP distribution.
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