mat-electronic-structure

mat-electronic-structure is a skill for Claude Code, Codex from learningmatter-mit/AtomisticSkills. It costs 22 tokens per session (1,824 once invoked), scanned A, original, MIT.

Calculate electronic band structure and density of states using atomate2 and VASP.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/learningmatter-mit/atomisticskills/mat-electronic-structure
Any agent
npx skills add learningmatter-mit/AtomisticSkills --skill mat-electronic-structure
Clone the repo
git clone --depth 1 https://github.com/learningmatter-mit/AtomisticSkills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for mat-electronic-structure

README.md
[![agentmods](https://agentmods.dev/badge/skills/learningmatter-mit/atomisticskills/mat-electronic-structure.svg)](https://agentmods.dev/skills/learningmatter-mit/atomisticskills/mat-electronic-structure)
Your own site
<a href="https://agentmods.dev/skills/learningmatter-mit/atomisticskills/mat-electronic-structure"><img src="https://agentmods.dev/badge/skills/learningmatter-mit/atomisticskills/mat-electronic-structure.svg" alt="Measured on agentmods" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,824 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00022 $0.01824
Opus 5 $0.00011 $0.00912
Sonnet 5 $0.00004 $0.00365
Haiku 4.5 $0.00002 $0.00182

Measured today against content hash e4055c868b76, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

mat-electronic-structure scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

The scan reads SKILL.md. This mod also ships 3 executable files (scripts/get_mp_electronic_structure.py, scripts/plot_band_structure.py, scripts/plot_dos.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agents/skills/mat-electronic-structure/SKILL.md · 208 lines

How it starts

The opening of the file, as written. The whole thing — 208 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Electronic Structure

Goal

To calculate the electronic band structure of a crystalline material, revealing the energy-momentum relationship for electrons and determining whether the material is metallic, semiconducting, or insulating. This includes computing the band gap ($E_g$), identifying direct vs. indirect transitions, and visualizing the dispersion along high-symmetry k-paths.

Instructions

1. Obtain or Prepare the Input Structure

Start with a relaxed crystalline structure in CIF or POSCAR format. You can:

2. Run Band Structure Calculation

Use the atomate2 MCP tool with calculation_type="band_structure":

mcp_atomate2_run_atomate2_vasp_calculation(
    structures_path="structure.cif",           # Input structure file
    output_dir="./band_structure_results",     # Output directory
    calculation_type="band_structure",         # Band structure calculation
    bandstructure_mode="line",                 # Options: "line", "uniform", "both"
    preset_type="omat",                        # VASP preset (omat, mp, matpes-pbe, matpes-r2scan)
    execution_mode="remote",                   # "local" or "remote"
    remote_settings={                          # Required for remote execution
        "project": "remote_perlmutter",
        "worker": "perlmutter_worker"
    }
)

Band structure modes:

  • "line": Calculate along high-symmetry k-paths (for band structure plots)
  • "uniform": Calculate on a uniform k-mesh (for density of states)
  • "both": Perform both line and uniform calculations

The workflow automatically:

  1. Runs a static SCF calculation to obtain the charge density
  2. Runs a non-SCF calculation to compute band structure eigenvalues

Alternative: Retrieve Pre-Computed Data from Materials Project

Read the full file on GitHub · 208 lines

Files

What ships with it

6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today First seen · 208 lines · 22 tokens per session scan A e4055c868b76

Subscribe to this mod's changes

mat-electronic-structure is a skill published in the GitHub repository learningmatter-mit/AtomisticSkills (158 stars, last pushed today), licensed MIT. It adds 22 tokens to every session and 1,824 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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