materials

Handle materials science tasks: crystal structure lookup, band gap calculation, density, formation energy, magnetic properties, battery properties, MOF…

Skill by science-agent

IndexedMIT

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/suhyeong10-materials

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Handle materials science tasks: crystal structure lookup, band gap calculation, density, formation energy, magnetic properties, battery properties, MOF analysis using Materials Project database and pymatgen tools.

Use cases: backend

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools: No tools found
Secrets: None asked for
Install scripts: None found

Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/materials

Tools it pre-approves 1

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

run_scitool

What's inside

Skill name: materials
Description: Handle materials science tasks: crystal structure lookup, band gap calculation, density, formation energy, magnetic properties, battery properties, MOF analysis using Materials Project database and pymatgen tools.
License: MIT
Allowed tools: run_scitool
Metadata: author: science-agent · version: 1.0
Instructions: 37 lines in SKILL.md · view on GitHub

Files (1)

SKILL.md

SKILL.md (first lines)

# Materials Science Skill

Use this skill for materials science and condensed matter physics tasks.

## Materials Project Database (requires MP_KEY)
- `GetBandGapByFormula(formula)` — Band gap by formula
- `GetDensityByFormula(formula)` — Density
- `GetFormationEnergyPerAtomByFormula(formula)` — Formation energy
- `IsMetalByFormula(formula)` — Metal classification
- `IsMagneticByFormula(formula)` — Magnetic properties
- `SearchMaterialsContainingElements(elements)` — Search by elements
- `GetCrystalSystemByMaterialId(mp_id)` — Crystal system
- `GetStructureByMaterialId(mp_id)` — Crystal structure

## Battery Properties
- `GetAverageVoltageByBatteryId(battery_id)` — Average voltage
- `GetCapacityGravByBatteryId(battery_id)` — Gravimetric capacity
- `GetWorkingIonByBatteryId(battery_id)` — Working ion

## Pymatgen Structure Tools
- `GetStructureInfo(cif_or_formula)` — Structure information
- `CalculateDensity(formula)` — Density calculation
- `GetElementComposition(formula)` — Element composition
- `CalculateSymmetry(structure)` — Symmetry analysis

## MOF Tools
- `MOFToSMILES(mof_name)` — MOF to SMILES
- `MofLattice(cif_content)` — Lattice parameters
- `MofFractionalCoordinates(cif_content)` — Fractional coordinates

## Workflow
1. Use formula-based tools first (faster)
2. Get material_id with `GetMaterialIdByFormula` for detailed queries
3. For novel structures, use pymatgen tools
4. Use `run_scitool` with tool name and formula/ID as input

From suhyeong10/Science-Agent, MIT.

Signals

Stars: 0
Forks: 1
Open issues: 0
Last commit (this folder): Apr 22, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version: 1.0
License: MIT
Repository: github.com/suhyeong10/Science-Agent
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

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materials skill. Agent Mart. https://agentmart.dev/skills/suhyeong10-materials (last updated 2026-10-24)