Alternatives to pymatgen
50 AI Skills apps to use instead, best rated first.
Top picks
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openhue
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batch-grill-me
Launchbatch-grill-me is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It interviews you relentlessly about a plan until you share an understanding. It maps decisions as a tree and asks every question it can answer now
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implement
Launchimplement is an agent skill from Matt Pocock's skills collection, listed on skills.sh. It implements work from a spec or tickets: it fetches the ticket, works test-first at agreed seams, runs type checks and tests as it goes, reviews the re
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frontend-design
LaunchDistinctive, production-grade frontend interfaces that reject generic AI aesthetics through intentional design choices. Guides aesthetic direction selection (brutalist, maximalist, retro-futuristic, luxury, organic, etc.) before implementat
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brainstorming
Transform rough ideas into fully-formed designs through structured questioning

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test-driven-development
Use when implementing any feature or bugfix, before writing implementation code
About pymatgen

pymatgen
Analyzes, validates, converts
pymatgen is an agent skill for analysing, validating, converting and transforming materials structures and computed materials data with the pymatgen Python library. It covers compositions, molecules, periodic structures, computed entries, symmetry, phase diagrams, electronic structures and files from electronic-structure codes. The skill asks you to treat every parse, conversion, symmetry assignment, transformation and database result as dependent on the method and parameters used. The skill's licence is MIT. The pymatgen and pymatgen-core packages are MIT, and mp-api is licensed BSD-3-Clause-LBNL. Materials Project data is generally CC BY 4.0, while data contributed by individuals remains owned by its contributors. So the skill tells you to check the terms of the exact artefact before redistributing any data. The verified snapshot is dated 30 September 2026. Use it for local materials analysis, such as building phase diagrams, checking symmetry or converting structure file formats. It is part of the k-dense-ai scientific agent skills repository on GitHub, which has about 49,600 stars. The listing shows it as free, and it has about 1,800 installs.
- Price
- Free
- Made by
- k-dense-ai
- Category
- AI Skills
- Website
- github.com/k-dense-ai/scientific-agent-skills/pymatgen
