Agent skill

alloy-disorder

Skills for modeling chemical disorder in alloys: generating representative structures, fitting energy models, and predicting thermodynamic properties (phase diagrams, order-disorder transitions).'

majiayu000github.com/majiayu000GitHub ↗
claude-codeMIT
Install
npx skills add majiayu000/claude-skill-registry --skill alloy-disorder --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 2
SKILL.md size: 2 KB
Bundled scripts: none
Path: skills/ai-ml/alloy-disorder/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 534
Language: HTML

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

--- name: alloy-disorder description: Alloy Disorder Modeling (2 sub-skills: cluster-expansion, sqs-generation) --- # Alloy Disorder Modeling ## Overview Skills for modeling chemical disorder in alloys: generating representative structures, fitting energy models, and predicting thermodynamic properties (phase diagrams, order-disorder transitions). ## Sub-skills | Skill | Path | Description | |-------|------|-------------| | [SQS Generation](sqs-generation/SKILL.md) | `sqs-generation/` | Generate Special Quasirandom Structures to model random alloys in small periodic cells. Uses icet or pymatgen with Monte Carlo optimization. | | [Cluster Expansion](cluster-expansion/SKILL.md) | `cluster-expansion/` | Fit lattice energy models (cluster expansions) to MACE/QE data. Run Monte Carlo simulations for phase diagrams and order-disorder temperatures. | ## Typical Workflow 1. **SQS Generation** -- Build a representative disordered structure for a target composition. 2. **Relax with MACE or QE** -- Obtain ground-state geometry and energy. 3. **Cluster Expansion** -- Fit a Hamiltonian across many compositions, then run Monte Carlo for finite-temperature thermodynamics. ## Prerequisites ```bash

What's inside
Steps it walks through
  1. Overview
  2. Sub-skills
  3. Typical Workflow
  4. Prerequisites
Ships with 1 file
  • metadata.json
Commands it runs
pip install icet sqsgenerator
Already available: pymatgen, ase, mace-torch, numpy, scipy, matplotlib
More from claude-skill-registry
All skills →
About this skill
What does the alloy-disorder skill do?

Skills for modeling chemical disorder in alloys: generating representative structures, fitting energy models, and predicting thermodynamic properties (phase diagrams, order-disorder transitions).'

How do I install it?

Run `npx skills add majiayu000/claude-skill-registry --skill alloy-disorder --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going