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جمع SkillsMP عدد ٢٩٢ من skills من lamm-mit/scienceclaw. افتح أي skill لمراجعة مصدره وتفاصيله.
lamm-mit/scienceclawعرض ٤٠ من أصل ٢٩٢ skills مجمعة.
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for your data, assumption checking, power analysis, and APA-formatted results. Best for academic research reporting, test selection guidance. For…
لغة النص الأصلي: الإنجليزية
ToolUniverse workflow — Statistical Modeling
لغة النص الأصلي: الإنجليزية
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with detailed diagnostics, residuals, and inference. Best for econometrics, time series, rigorous inference with coefficient tables. For guided…
لغة النص الأصلي: الإنجليزية
Render publication-quality PNG views of any binary STL file — isometric (3-D perspective), top-down XY projection, and XZ cross-section at Y midpoint. All dimensions derived from the STL bounding box; nothing hardcoded. Optionally uploads to imgur and returns…
لغة النص الأصلي: الإنجليزية
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG enrichment, interaction discovery, 5000+ species, for systems biology.
لغة النص الأصلي: الإنجليزية
ToolUniverse workflow — Structural Variant Analysis
لغة النص الأصلي: الإنجليزية
Identify peptide–protein contact hotspots from a PDB structure (local file or fetched from RCSB) and emit binding hotspot positions.
لغة النص الأصلي: الإنجليزية
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic…
لغة النص الأصلي: الإنجليزية
ToolUniverse workflow — Systems Biology
لغة النص الأصلي: الإنجليزية
ToolUniverse workflow — Target Research
لغة النص الأصلي: الإنجليزية
Predict binding-related effects (ADMET) using TDC models from Hugging Face
لغة النص الأصلي: الإنجليزية
Access 1000+ scientific tools from Harvard's ToolUniverse — bioinformatics, drug discovery, genomics, clinical research, and more
لغة النص الأصلي: الإنجليزية
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, molecular property prediction, for geometric deep learning.
لغة النص الأصلي: الإنجليزية
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug discovery, protein modeling, or knowledge graph reasoning. Best for custom model development, protein property prediction, retrosynthesis. For…
لغة النص الأصلي: الإنجليزية
This skill should be used when working with pre-trained transformer models for natural language processing, computer vision, audio, or multimodal tasks. Use for text generation, classification, question answering, translation, summarization, image…
لغة النص الأصلي: الإنجليزية
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports general medical treatment, rehabilitation therapy, mental health care, chronic disease management, perioperative care, and pain management.…
لغة النص الأصلي: الإنجليزية
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.
لغة النص الأصلي: الإنجليزية
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services). Use this for direct HTTP/REST work or UniProt-specific…
لغة النص الأصلي: الإنجليزية
Protein sequence, function, and annotation lookup. Query MUST be a bare gene symbol or protein name — 1 to 3 words maximum. Valid examples: 'KRAS', 'EGFR', 'BTK', 'TP53', 'Bruton tyrosine kinase', 'P01116'. If the topic is 'sotorasib KRAS G12C', the correct…
لغة النص الأصلي: الإنجليزية
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSDR, for IP analysis and prior art searches.
لغة النص الأصلي: الإنجليزية
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex excels at out-of-core DataFrame operations, lazy evaluation, fast aggregations, efficient visualization of big data, and machine learning on…
لغة النص الأصلي: الإنجليزية
ToolUniverse workflow — Variant Analysis
لغة النص الأصلي: الإنجليزية
ToolUniverse workflow — Variant Interpretation
لغة النص الأصلي: الإنجليزية
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF,…
لغة النص الأصلي: الإنجليزية
Search the web for scientific information using DuckDuckGo
لغة النص الأصلي: الإنجليزية
Extract and preview data from Excel and CSV spreadsheets for scientific analysis
لغة النص الأصلي: الإنجليزية
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
لغة النص الأصلي: الإنجليزية
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.
لغة النص الأصلي: الإنجليزية
Cognitive pattern extraction system that maps unique thinking fingerprints through structured analysis of reasoning, creativity, emotion, and ethics. Identifies decision patterns and thinking topology. Use for author characterization, team composition…
لغة النص الأصلي: الإنجليزية
Comprehensive geospatial science skill covering 70+ topics in remote sensing, GIS, spatial analysis, and machine learning for Earth observation. Processes satellite imagery (Sentinel, Landsat, MODIS), vector/raster data, point clouds. Supports 8 programming…
لغة النص الأصلي: الإنجليزية
Query the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. Integrates OMIM, ORPHANET, HPO, ClinVar, and model organism databases. Use for rare disease gene discovery, phenotype-to-gene mapping, cross-species disease…
لغة النص الأصلي: الإنجليزية
RNA velocity analysis with scVelo. Estimate cell state transitions from unspliced/spliced mRNA dynamics, infer trajectory directions, compute latent time, and identify driver genes in single-cell RNA-seq data. Complements Scanpy/scVI-tools for trajectory…
لغة النص الأصلي: الإنجليزية
Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document processing.
لغة النص الأصلي: الإنجليزية
PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis.
لغة النص الأصلي: الإنجليزية
Presentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic presentation creation and modification.
لغة النص الأصلي: الإنجليزية
Generate comprehensive one-page commodity profiles with production, trade, risk, research, policy, and web intelligence data
لغة النص الأصلي: الإنجليزية
Monitor government and regulator releases relevant to critical minerals and materials via domain-targeted web discovery with policy tagging
لغة النص الأصلي: الإنجليزية
Discover critical-minerals and materials signals from newspapers, blogs, and industry media using web search, with normalized policy/commodity tagging
لغة النص الأصلي: الإنجليزية
Ingest and normalize web pages for critical-minerals intelligence, with optional Firecrawl fetching, deduplication manifest, and JSONL export
لغة النص الأصلي: الإنجليزية
Query BGS World Mineral Statistics for production, imports, and exports by commodity, country, and year
لغة النص الأصلي: الإنجليزية