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Calculate temperature-dependent thermodynamic properties like Equilibrium Phase Fractions for a specific alloy composition using CALPHAD models.
MITAuto-check passed
Install Mat Calphad Property Diagram
$ npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install learningmatter-mit/AtomisticSkills mat-calphad-property-diagram --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/mat-calphad-property-diagram .claude/skills/mat-calphad-property-diagram && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "mat-calphad-property-diagram" agent skill from https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagram into .claude/skills/mat-calphad-property-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mat-calphad-property-diagram", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagramType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install learningmatter-mit/AtomisticSkills mat-calphad-property-diagram --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/mat-calphad-property-diagram .agents/skills/mat-calphad-property-diagram && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mat-calphad-property-diagram" agent skill from https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagram into .agents/skills/mat-calphad-property-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mat-calphad-property-diagram", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install learningmatter-mit/AtomisticSkills mat-calphad-property-diagram --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/mat-calphad-property-diagram .cursor/skills/mat-calphad-property-diagram && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "mat-calphad-property-diagram" agent skill from https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagram into .cursor/skills/mat-calphad-property-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mat-calphad-property-diagram", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/learningmatter-mit/AtomisticSkills.git --path skills/mat-calphad-property-diagram--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install learningmatter-mit/AtomisticSkills mat-calphad-property-diagram --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/mat-calphad-property-diagram .gemini/skills/mat-calphad-property-diagram && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "mat-calphad-property-diagram" agent skill from https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagram into .gemini/skills/mat-calphad-property-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mat-calphad-property-diagram", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install learningmatter-mit/AtomisticSkills mat-calphad-property-diagramInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/mat-calphad-property-diagram .github/skills/mat-calphad-property-diagram && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "mat-calphad-property-diagram" agent skill from https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagram into .github/skills/mat-calphad-property-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mat-calphad-property-diagram", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install learningmatter-mit/AtomisticSkills mat-calphad-property-diagram --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/mat-calphad-property-diagram .opencode/skills/mat-calphad-property-diagram && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "mat-calphad-property-diagram" agent skill from https://github.com/learningmatter-mit/AtomisticSkills/tree/main/skills/mat-calphad-property-diagram into .opencode/skills/mat-calphad-property-diagram/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mat-calphad-property-diagram", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
mat-calphad-property-diagram- GitHub stars
- 176
- Token cost
- ~533 tokens
- SKILL.md length
- 160 words
- Files
- 4 (incl. scripts)
- Skills in repo
- 129
- Repo updated
- First seen
- Licence
- MIT
At a glance
Calculate temperature-dependent thermodynamic properties like Equilibrium Phase Fractions for a specific alloy composition using CALPHAD models.
- Works in 2 steps: Identify Thermodynamic Database → Plot Equilibrium Phase Fractions
- SKILL.md covers Goal, Instructions, Examples and Constraints, plus 1 more section
- Runs Python scripts from its folder
What it does
Mat Calphad Property Diagram is an agent skill from learningmatter-mit/AtomisticSkills. Calculate temperature-dependent thermodynamic properties like Equilibrium Phase Fractions for a specific alloy composition using CALPHAD models.
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including scripts (for example `examples/Al-Zn/README.md` and `scripts/plot_phase_fractions.py`).
The repository describes itself as: Integrating AtomisticSkills into Agentic IDEs (Cursor, Claude Code, Codex, Google Antigravity, Hermes Agent, etc). The licence is MIT.
Example prompts
- “/mat-calphad-property-diagram”
Requirements
- Python 3
Workflow steps
2 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 6257444. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/ (Python), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Mat Calphad Property Diagram loads about 533 tokens when it runs. Until then it costs about 43 tokens; SKILL.md has 160 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.
SKILL.md
The full file from learningmatter-mit/AtomisticSkills at commit 6257444, republished under its MIT licence (© learningmatter-mit). 160 words, ~533 tokens.
Download SKILL.mdSave it as
.claude/skills/mat-calphad-property-diagram/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.- name
- mat-calphad-property-diagram
- description
- Calculate temperature-dependent thermodynamic properties like Equilibrium Phase Fractions for a specific alloy composition using CALPHAD models.
- metadata.category
- materials
- metadata.venv
- cpu
mat-calphad-property-diagram
Goal
To predict the equilibrium phase stability, phase fractions, and other extensive thermodynamic properties for a fixed multi-component alloy at different temperatures using PyCalphad. Very useful for modeling solidification, heat treatment paths, and precipitation sequences.
Instructions
1. Identify Thermodynamic Database
You must obtain a legitimate .tdb (Thermodynamic Data Base) file for the chemical system.
2. Plot Equilibrium Phase Fractions
Calculate what phases are present, and their molar fractions, across a cooling/heating schedule for a fixed composition.
${CLAUDE_SKILL_DIR}/../../venv/run cpu python ${CLAUDE_SKILL_DIR}/scripts/plot_phase_fractions.py path/to/database.tdb --elements Element1 Element2 --composition Element2 0.3 --t-range 300 1000 10 --output research_dir/phase_fractions.png--composition: The solute element and its molar fraction (e.g.Zn 0.3means 30 mol% Zn).--t-range:START STOP STEPin Kelvin. Ensure solving across liquidus and solidus.
Examples
Evaluating phase fractions for an Al-40%Zn alloy as it cools:
${CLAUDE_SKILL_DIR}/../../venv/run cpu python ${CLAUDE_SKILL_DIR}/scripts/plot_phase_fractions.py ${CLAUDE_SKILL_DIR}/../mat-calphad-phase-diagram/examples/Al-Zn/alzn_mey.tdb --elements Al Zn --composition Zn 0.4 --t-range 300 900 10 --output phase_fractions.pngConstraints
- Environments: Scripts require the
cpuenvironment. - Only plots equilibrium step (lever-rule). For non-equilibrium fast solidification (Scheil), custom scripting is required.
References
- Richard Otis and Zi-Kui Liu. "pycalphad: CALPHAD-based Computational Thermodynamics in Python." Journal of Open Research Software (2017).
Author: Bowen Deng Contact: GitHub @learningmatter-mit
© learningmatter-mit, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 3 other files (scripts) in skills/mat-calphad-property-diagram of learningmatter-mit/AtomisticSkills.
- SKILL.md
- examples/Al-Zn/README.md
- examples/Al-Zn/phase_fractions.png
- scripts/plot_phase_fractions.py
Open the folder on GitHubat commit 6257444
Compare with similar skills
Mat Calphad Property Diagram next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Mat Calphad Property Diagram this skilllearningmatter-mit/AtomisticSkills | 176 | — | ~533 | Automated safety check: Pass | MIT | |
| Dependency Scanningsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Dependency Checkruvnet/ruflo | 74k | — | ~258 | Automated safety check: Pass | MIT | |
| Dependency Updatecodewhale-hq/Codewhale | 41k | — | ~142 | Automated safety check: Pass | MIT | |
| CSS At Propertythedaviddias/Front-End-Checklist | 74k | — | ~602 | Automated safety check: Pass | MIT | |
| Bump Sentry Dependencygetsentry/sentry | 46k | — | ~815 | Automated safety check: Pass | Custom licence |
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Questions about Mat Calphad Property Diagram
What does Mat Calphad Property Diagram do?
Calculate temperature-dependent thermodynamic properties like Equilibrium Phase Fractions for a specific alloy composition using CALPHAD models. Mat Calphad Property Diagram is an agent skill from learningmatter-mit/AtomisticSkills. Calculate temperature-dependent thermodynamic properties like Equilibrium Phase Fractions for a specific alloy composition using CALPHAD models.
How do I install Mat Calphad Property Diagram in Claude Code?
Run `npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a claude-code`. Or copy the skill folder (skills/mat-calphad-property-diagram in learningmatter-mit/AtomisticSkills) into .claude/skills/mat-calphad-property-diagram in your project. Claude Code loads it when a task matches its description.
How do I install Mat Calphad Property Diagram in Codex?
Run `npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a codex`. Or copy the skill folder (skills/mat-calphad-property-diagram in learningmatter-mit/AtomisticSkills) into .agents/skills/mat-calphad-property-diagram in your project. Codex loads it when a task matches its description.
Can I use Mat Calphad Property Diagram in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add learningmatter-mit/AtomisticSkills --skill mat-calphad-property-diagram -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mat-calphad-property-diagram, .gemini/skills/mat-calphad-property-diagram, .github/skills/mat-calphad-property-diagram and .opencode/skills/mat-calphad-property-diagram in your project.
What does Mat Calphad Property Diagram need to run?
Going by SKILL.md and its folder, Mat Calphad Property Diagram needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Mat Calphad Property Diagram access the network?
SKILL.md names 1 domain. As links in the text: github.com. This is read from the text; nothing was executed.
Is Mat Calphad Property Diagram safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Mat Calphad Property Diagram use?
Mat Calphad Property Diagram is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Mat Calphad Property Diagram use?
About 533 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Mat Calphad Property Diagram?
Skills that share tags, products or a category with Mat Calphad Property Diagram: Dependency Scanning (sickn33/agentic-awesome-skills, 47k stars), Dependency Check (ruvnet/ruflo, 74k stars), Dependency Update (codewhale-hq/Codewhale, 41k stars) and CSS At Property (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mat Calphad Property Diagram?
learningmatter-mit (a GitHub organization) maintains it in learningmatter-mit/AtomisticSkills, which has 176 GitHub stars. The repository holds 129 skills in this directory. The repository was last updated on October 7, 2026.
Source: learningmatter-mit/AtomisticSkills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.