name	dielectric-analysis
description	Use when the task is to analyze dielectric and optical-response quantities from DFT results, including dielectric tensors, Born effective charges, optical spectra, high-k versus transparency tradeoff descriptors, application-mode candidate ranking, and compact markdown reports from finished calculations.

Dielectric Analysis

Use this skill for dielectric and optical-response post-processing rather than generic workflow setup.

When to use

summarize a static or high-frequency dielectric tensor
inspect Born effective charges
summarize a simple optical spectrum
derive compact high-k versus transparency tradeoff descriptors such as energy-storage and polarity scores
rank multiple dielectric candidates with balanced, transparent, or high-k screening modes
write a compact dielectric-analysis report from existing calculations

scripts/analyze_dielectric_tensor.py Summarize a dielectric tensor, anisotropy measures, and a compact dielectric class.
scripts/analyze_born_charges.py Summarize Born effective charge tensors, isotropic averages, and anomalous-charge labels.
scripts/analyze_optical_response.py Summarize a simple optical spectrum, identify visible-range peaks, and estimate a transparency hint.
scripts/compare_dielectric_candidates.py Rank multiple dielectric candidates with balanced, transparent, or high-k screening modes.
scripts/export_dielectric_report.py Export a markdown dielectric-analysis report.

Distinguish raw tensor extraction from deeper lattice-dynamical interpretation.
Treat simple optical summaries as descriptors, not full spectroscopy analysis.
State clearly when the analysis is a compact summary rather than a full dielectric workflow.