社群技能
影片與動畫
9084 skills
protocolsio-integration
Read, validate, and safely export protocols.io data with current official REST/MCP contracts, or…
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pufferlib
Version-aware guidance for PufferLib reinforcement-learning environments, vectorization, policies,…
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pydeseq2
Differential gene expression analysis for bulk RNA-seq with PyDESeq2, including formulaic designs,…
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pydicom
Use pydicom to read, inspect, write, transform, and safely preflight local DICOM datasets and pixel…
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pyhealth
Build clinical/healthcare deep-learning pipelines with PyHealth — loading EHR/signal/imaging…
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pylabrobot
Develop and review PyLabRobot lab-automation resources, liquid-handling plans, offline simulations,…
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pymatgen
Analyze, validate, convert, and transform materials structures and computed materials data with…
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pymc
Bayesian modeling with PyMC. Build hierarchical models, MCMC (NUTS), variational inference,…
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pymoo
Multi-objective optimization framework. NSGA-II, NSGA-III, MOEA/D, Pareto fronts, constraint…
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pyopenms
Complete mass spectrometry analysis platform. Use for proteomics and metabolomics workflows—feature…
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pysam
Python/HTSlib workflows for genomic files. Use when reading, querying, filtering, or writing…
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pytdc
Use Therapeutics Data Commons through the PyTDC Python package for registry discovery, approved…
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pytorch-lightning
Deep learning framework (PyTorch Lightning / lightning package). Organize PyTorch code into…
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pyzotero
Interact with Zotero reference management libraries using the pyzotero Python client. Retrieve,…
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qiskit
Build, simulate, transpile, and execute quantum circuits with Qiskit and IBM Quantum Runtime. Use…
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qutip
Simulate and audit closed and open quantum-system models with QuTiP 5, including deterministic,…
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rdkit
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW,…
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relsa-severity-assessment
Multivariate severity assessment and humane endpoint prediction for laboratory animal studies using…
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parallel-web
Use Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity…
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pathml
Use PathML for local, research-only computational pathology workflows: load and tile slides, build…
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pathogen-variant-surveillance
Query live pathogen genomic surveillance data through the GenSpectrum LAPIS API to find which viral…
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pathway-enrichment
Run pathway and gene-set enrichment analysis on gene lists or ranked gene data, then interpret the…
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Use this skill whenever the user wants to do anything with PDF files. This includes reading or…
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peer-review
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.…
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pennylane
Hardware-agnostic quantum ML framework with automatic differentiation. Use when training quantum…
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phylogenetics
Build and analyze phylogenetic trees using MAFFT (multiple alignment), IQ-TREE 2 (maximum…
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pi-agent
Build with and use Pi, the minimal terminal coding harness. Use for installing Pi, configuring…
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pkpd-modeling
Pharmacokinetic and pharmacodynamic modelling and simulation - non-compartmental analysis,…
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polars
High-performance DataFrame library for Python ETL, analytics, and pandas migration. Use for…
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polars-bio
High-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames.…
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pptx
Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both.…
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pptx-posters
Create and audit editable scientific posters in macro-free PowerPoint (.pptx) from author-approved…
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primekg
Query the Precision Medicine Knowledge Graph (PrimeKG) for multiscale biological data including…
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open-notebook
Self-hosted, open-source alternative to Google NotebookLM for AI-powered research and document…
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openpiv
Particle Image Velocimetry (PIV) analysis with OpenPIV. Use when extracting velocity fields from…
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opentrons-integration
Author, review, migrate, simulate, and troubleshoot official Opentrons Python Protocol API v2…
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optimize-for-gpu
GPU-accelerates scientific Python on NVIDIA hardware and verifies that the result is correct and…
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pacsomatic
Operator toolkit for nf-core/pacsomatic matched tumor-normal workflows from BAM inputs. Use this…
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paperclip
Search and read full-text biomedical papers, FDA/PMDA/EMA regulatory documents, clinical trial…
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paper-lookup
Search 18 scholarly APIs for papers, preprints, citations, open-access full text, repository…
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paperzilla
Chat with your agent about projects, recommendations, and canonical papers in Paperzilla. Use when…
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market-research-reports
Build evidence-traceable market research reports and assumption-driven market sizing or forecast…
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markitdown
Convert heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text…
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matchms
Process, clean, compare, and search tandem mass spectra with matchms. Use for MS/MS file I/O,…
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matlab
Build, review, migrate, and safely plan MATLAB or GNU Octave numerical workflows, including arrays,…
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matplotlib
Low-level plotting library for full customization. Use when you need fine-grained control over…
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medchem
Medicinal chemistry filters for compound triage. Apply drug-likeness rules (Lipinski, Veber, CNS),…
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modal
Modal is a serverless cloud platform for running Python on demand, including on-demand GPUs. Use…
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molecular-dynamics
Run and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small…
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molfeat
Molecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models…
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ncats-arax
Queries the NCATS Translator ARAX production API for bounded, typed, provenance-rich one-hop and…
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networkx
Create, analyze, and visualize complex networks and graphs in Python with NetworkX. Use when…
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neurokit2
Use NeuroKit2 to build or audit reproducible research workflows for physiological time-series…
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neuropixels-analysis
Analyze Neuropixels extracellular recordings end-to-end with SpikeInterface. Covers loading…
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nextflow
Build, run, and debug Nextflow data pipelines and nf-core workflows end to end. Use whenever the…
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omero-integration
Securely inspect and automate microscopy data workflows against OMERO.server with omero-py,…
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onekgpd
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ontology-term-resolution
Resolve free-text scientific labels to ontology term IDs and validate existing CURIEs against the…
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gtars
Use Gtars for local genomic interval models and set algebra, overlaps and counts, consensus and…
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histolab
Lightweight WSI tile extraction and preprocessing. Use for basic slide processing, tissue…
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