Scientific Skills 🧪
Phở Chat tích hợp 170+ kỹ năng khoa học từ dự án claude-scientific-skills, cung cấp truy cập vào 250+ cơ sở dữ liệu và 60+ Python packages được tối ưu.Cách bật
Danh mục kỹ năng
🧬 Bioinformatics & Genomics (20+ skills)
🧬 Bioinformatics & Genomics (20+ skills)
- Sequence analysis: BioPython, pysam, scikit-bio, BioServices
- Single-cell: Scanpy, AnnData, scvi-tools, scVelo
- Genomic tools: gget, deepTools, Zarr, TileDB-VCF
- Phylogenetics: ETE Toolkit, MAFFT, IQ-TREE 2
🧪 Drug Discovery (13+ skills)
🧪 Drug Discovery (13+ skills)
- Molecules: RDKit, Datamol, Molfeat
- Deep learning: DeepChem, TorchDrug
- Docking: DiffDock
- MD simulation: OpenMM + MDAnalysis
- Cloud quantum chemistry: Rowan
🏥 Clinical Research (16+ skills)
🏥 Clinical Research (16+ skills)
- Databases: ClinicalTrials.gov, ClinVar, ClinPGx, COSMIC
- Cancer: cBioPortal, DepMap
- Disease-gene: Monarch Initiative
- Healthcare AI: PyHealth, NeuroKit2
🤖 Machine Learning & AI (16+ skills)
🤖 Machine Learning & AI (16+ skills)
- Deep learning: PyTorch Lightning, Transformers
- Classical ML: scikit-learn, SHAP
- Time series: aeon, TimesFM
- Bayesian: PyMC
- Graph ML: Torch Geometric
📊 Data Analysis (17+ skills)
📊 Data Analysis (17+ skills)
- Visualization: Matplotlib, Seaborn, Plotly
- Geospatial: GeoPandas, GeoMaster
- Network: NetworkX
- Symbolic math: SymPy
- Infographics: AI-powered infographic creation
🔬 Scientific Databases (37+ → 250+ total)
🔬 Scientific Databases (37+ → 250+ total)
- Protein: UniProt, PDB, AlphaFold DB, InterPro
- Chemical: PubChem, ChEMBL, DrugBank, ZINC, HMDB
- Genomic: Ensembl, NCBI Gene, GEO, gnomAD, GTEx
- Clinical: ClinVar, COSMIC, ClinicalTrials.gov
- Pathways: KEGG, Reactome, STRING
📚 Scientific Communication (24+ skills)
📚 Scientific Communication (24+ skills)
- Literature: OpenAlex, PubMed, bioRxiv, Literature Review
- Writing: Scientific Writing, Peer Review
- Presentations: Scientific Slides, LaTeX Posters
- Diagrams: Scientific Schematics, Mermaid
- Citations: Citation Management
💹 Financial Research (5 skills)
💹 Financial Research (5 skills)
- SEC filings: edgartools (10-K, 10-Q, 13F)
- US fiscal data: usfiscaldata
- Macroeconomic: FRED (800,000+ time series)
- Market data: Alpha Vantage
Knowledge Base (RAG)
Ngoài system prompt, 169 skill files còn được index thành 1695 document chunks qua 10 domains để AI có thể tra cứu chuyên sâu khi cần.Bạn không cần biết Python hay bất kỳ ngôn ngữ lập trình nào. Chỉ cần mô tả nhu cầu bằng ngôn ngữ tự nhiên, AI sẽ tự chọn skill phù hợp.