القائمة
General-purpose research tools index: literature search, plotting, document creation, data analysis, symbolic math. READ THIS when performing non-computation tasks.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
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) |
