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General-purpose research tools index: literature search, plotting, document creation, data analysis, symbolic math. READ THIS when performing non-computation tasks.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Electronic Structure Calculations (8 sub-skills: band-structure, convergence-testing, density-of-states, inverse-participation-ratio, projected-dos, scf-relax, spatially-resolved-dos, vasp-bands)
Structure Tools Skills (8 sub-skills: advanced-optimization, format-conversion, input-generation, pdf-analysis, structure-editing, structure-matching, symmetry-analysis, xrd-pattern)
Alloy Disorder Modeling (2 sub-skills: cluster-expansion, sqs-generation)
Catalysis and Electrochemistry Toolkit (6 sub-skills: band-center, imaginary-freq-correction, implicit-solvation, neb-analysis, reaction-kinetics, thermal-corrections)
Defects and Reactions (13 sub-skills: activation-relaxation-technique, adsorption-energy, configuration-coordinate, defect-thermodynamics, interstitial-defect, migration-barrier, neb-transition-state, point-defect, reaction-pathway,
High-Throughput Computational Workflows (8 sub-skills: batch-calculations, batch-screening, convergence-automation, materials-filtering, matpes-dual-static, phase-stability, property-prediction, screening-workflow)
| name | general-tools |
| description | General-purpose research tools index: literature search, plotting, document creation, data analysis, symbolic math. READ THIS when performing non-computation tasks. |
This skill group provides tools for literature search, visualization, document creation, and data analysis. These complement the materials computation skills.
| Skill | Purpose |
|---|---|
arxiv-database | Search and retrieve arXiv preprints (no API key needed) |
openalex-database | Query 240M+ scholarly works, citation analysis |
citation-management | DOI → BibTeX conversion, citation validation |
| Skill | Purpose |
|---|---|
matplotlib | Publication-quality static plots |
plotly | Interactive charts and dashboards |
seaborn | Statistical visualization (distributions, heatmaps) |
scientific-visualization | Multi-panel journal figures, colorblind-safe palettes |
| Skill | Purpose |
|---|---|
scientific-writing | Manuscripts with IMRAD structure, citations |
pptx | Create/edit PowerPoint presentations |
docx | Create/edit Word documents |
pdf | Read, merge, extract PDF files |
latex-posters | LaTeX research posters (beamerposter/tikzposter) |
xlsx | Excel spreadsheet creation and analysis |
| Skill | Purpose |
|---|---|
statistical-analysis | Statistical tests, assumption checking |
exploratory-data-analysis | EDA for 200+ scientific file formats |
sympy | Symbolic mathematics (equations, calculus, algebra) |
