Plan and coordinate multi-agent bead execution. Use when starting a new epic, assigning tracks to agents, or...
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Extracts knowledge from Amp threads and updates project docs. Use when asked to document recent work, sync docs...
Systematically diagnose and fix bugs through triage, reproduction, root cause analysis, and verified fixes. Use when...
🤖 Coordinate multi-agent tasks and enhance workflow with versatile skills for autonomous planning and execution.
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Automate web browser interactions using natural language via CLI commands. Use when the user asks to browse...
A set of ready to use scientific skills for Claude
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for...
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray...
Access comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific...
Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM....
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions,...
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python...
UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing...
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties....
This skill should be used when working with pre-trained transformer models for natural language processing, computer...
PyTorch-native graph neural networks for molecules and proteins. Use when building custom GNN architectures for drug...
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs,...
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation...
Query STRING API for protein-protein interactions (59M proteins, 20B interactions). Network analysis, GO/KEGG...
Statistical models library for Python. Use when you need specific model classes (OLS, GLM, mixed models, ARIMA) with...
Guided statistical analysis with test selection and reporting. Use when you need help choosing appropriate tests for...