发现 Skills

Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).

Graph-based drug discovery toolkit. Molecular property prediction (ADMET), protein modeling, knowledge graph reasoning, molecular generation, retrosynthesis, GNNs (GIN, GAT, SchNet), 40+ datasets, for PyTorch-based ML on molecules, proteins, and biomedical graphs.

UMAP dimensionality reduction. Fast nonlinear manifold learning for 2D/3D visualization, clustering preprocessing (HDBSCAN), supervised/parametric UMAP, for high-dimensional data.

Query and invoke tools on MCP servers using fastmcp list and fastmcp call. Use when you need to discover what tools a server offers, call tools, or integrate MCP servers into workflows.

Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling, designing APIs, or improving application reliability.

Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Server Components.

Use this skill when creating, managing, or working with Conductor tracks - the logical work units for features, bugs, and refactors. Applies to spec.md, plan.md, and track lifecycle operations.

Automate Anthropic Admin tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Browserhub tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Composio Search tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Finage tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Ipinfo.io tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Msg91 tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Piggy tasks via Rube MCP (Composio). Always query tools first for current schemas.

Replace with description of the skill and when Claude should use it.

Automate VirusTotal tasks via Rube MCP (Composio). Always search tools first for current schemas.

Automate Visme tasks via the Rube MCP (Composio) tool layer. Always search tools first to find the current schemas.

Edit dagger.gen.go output, Go templates (object.go.tmpl, defs.go.tmpl), invoke() dispatch, SDK interfaces (CodeGenerator, ClientGenerator), `dagger develop`, `dagger client install`. Keywords: codegen, SDK, bindings, templates, internal/dagger, dag.*, ModuleMainSrc

Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomarker data, NMR/MS spectra, pathways, for metabolomics and identification.

Latch platform for bioinformatics workflows. Build pipelines with Latch SDK, @workflow/@task decorators, deploy serverless workflows, LatchFile/LatchDir, Nextflow/Snakemake integration.

Converts OpenAPI 3.0 JSON/YAML to TypeScript interfaces and runtime type guards. Use this skill when a user asks to generate types from OpenAPI, convert schema objects to TypeScript, create API request/response interfaces, or produce TypeScript types from an API specification.

Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration. Use when creating plugins for a marketplace, adding plugin components (commands, agents, hooks), bumping plugin versions, or working with plugin.json/marketplace.json manifests.

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.

Google Drive API integration with managed OAuth. List, search, create, and manage files and folders. Use this skill when users want to interact with Google Drive files. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).