GitHub
materials-database
Query materials databases for structures and properties. Use when asked to get crystal structures, material properties, phase diagrams, or thermodynamic data. Primary source is Materials Project, with NIST, Pub...
Skills IA documentation scientific computing
Découvrez les skills documentation scientific computing, comparez leurs dépôts et consultez leurs instructions.
Catégories: documentation scientific computing
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GitHub
lammps-simulation
Run LAMMPS molecular dynamics simulations. Use when asked to run MD simulations, energy minimization, equilibration, production runs, or calculate properties like diffusion, RDF, MSD. Supports both CPU and GPU...
GitHub
data-analysis
Analyze simulation data and compute properties. Use when asked to parse LAMMPS/QE output, calculate diffusion coefficients, RDF, MSD, energies, or generate plots and visualizations.
GitHub
resource-acquisition
Find and acquire computational science resources autonomously. Use when you need force field parameters, pseudopotentials, crystal structures, or any other scientific data. You are a researcher - you find what...
GitHub
quantum-expert
Expert-level quantum computing, Qiskit, quantum algorithms, and quantum information
GitHub
biological-expert
Expert-level biology, biotechnology, genetics, bioinformatics, and computational biology
GitHub
matchms
Spectral similarity and compound identification for metabolomics. Use for comparing mass spectra, computing similarity scores (cosine, modified cosine), and identifying unknown compounds from spectral libraries...
GitHub
malware-patterns
Common malware behaviors and analysis patterns
GitHub
pubmed-gene-drug-research
Gene, drug compound, and disease research using NCBI Extended databases. Triggers: 基因, gene, 藥物, drug, compound, PubChem, ClinVar, 變異, variant, 臨床意義
GitHub
research-business-analysis
How to do research for benchmarking, financial and economic modeling, and other business analysis tasks.
GitHub
expert-analysis
Deep analysis of documentation/articles with practical application guidance. Use when user asks to "analyze and apply", "digest and implement", "read and integrate", or provides a document they want analyzed fo...
GitHub
airalogy-protocol
Expert guide for creating Airalogy Protocols (AIMD), Assigners (Python logic), and Validation Models. Use this to design digital workflows and experiments.
GitHub
similarity
Use when working with component similarity calculations - comparing MPNs, finding equivalent parts, implementing new similarity calculators, or understanding how component matching works.
GitHub
dataset-engineering
Create, clean, and optimize datasets for LLM fine-tuning. Covers formats (Alpaca, ShareGPT, ChatML), synthetic data generation, quality assessment, and augmentation. Use when preparing data for training.
GitHub
research-assistant
Conducts general research, summarizes information, compares options, provides insights
GitHub
region-aware-matching
Spatial region-aware cell matching for CODEX/scRNAseq integration
GitHub
data-intelligence-fabric
Institutional-grade data cleaning, tick physics auditing, and gap reconstruction.
GitHub
go-db-query
Skills for querying Gene Ontology annotation databases in DuckDB format. Use this for queries about GO annotations, genes, terms, evidence codes, or taxonomic relationships in GO-DB databases (db/*.ddb files)....
GitHub
random-selection
Randomly select items from lists using various algorithms for fair and unbiased selection
GitHub
digital-forensics
Digital forensics analysis and investigation tools for system security audits, file analysis, and evidence preservation
GitHub
brainstorm-skills
Deep iterative research using progressive flow psychology (diverge-analyze-converge-execute) with parallel agents, skeptical analysis, and multi-perspective synthesis. Use for thorough topic exploration, decisi...
GitHub
debug
Systematic error debugging with analysis, solution discovery, and verification
GitHub
analyzing-data
Statistical analysis toolkit for hypothesis testing, regression, correlation, Bayesian statistics, power analysis, and APA reporting. USE when conducting academic research, analyzing experimental data, testing...
GitHub
research-router
Routes research and investigation tasks. Triggers on research, investigate, deep-dive, explore, understand, learn, study, compare, thorough, comprehensive.
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.