Claude Skills by majiayu000

Show details about a specific database. Requires authentication. Use for Agentuity cloud platform operations

Get query logs for a specific database. Requires authentication. Use for Agentuity cloud platform operations

Execute SQL query on a database. Requires authentication. Use for Agentuity cloud platform operations

Get details about a specific eval. Requires authentication. Use for Agentuity cloud platform operations

List evals. Requires authentication. Use for Agentuity cloud platform operations

Get details about a specific eval run. Requires authentication. Use for Agentuity cloud platform operations

List eval runs. Requires authentication. Use for Agentuity cloud platform operations

Get a value from the keyvalue storage. Requires authentication. Use for Agentuity cloud platform operations

List all keys in a keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations

List deployments running on a specific organization managed machine. Requires authentication. Use for Agentuity cloud platform operations

Get details about a specific organization managed machine. Requires authentication. Use for Agentuity cloud platform operations

Acknowledge a message (mark as processed). Requires authentication. Use for Agentuity cloud platform operations

Create a webhook destination for a queue. Requires authentication. Use for Agentuity cloud platform operations

List all queues. Requires authentication. Use for Agentuity cloud platform operations

Negative acknowledge a message (return to queue for retry). Requires authentication. Use for Agentuity cloud platform operations

Pause message delivery for a queue. Requires authentication. Use for Agentuity cloud platform operations

Resume message delivery for a paused queue. Requires authentication. Use for Agentuity cloud platform operations

Create a source for a queue. Requires authentication. Use for Agentuity cloud platform operations

Delete a source from a queue. Requires authentication. Use for Agentuity cloud platform operations

List sources for a queue. Requires authentication. Use for Agentuity cloud platform operations

Clear the default region preference. Use for Agentuity cloud platform operations

List sandboxes with optional filtering. Requires authentication. Use for Agentuity cloud platform operations

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.

Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical data including celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, world coordinate systems (WCS), and astronomical data analysis. Use when tasks involve coordinate transformations, unit conversions, FITS file manipulation, cosmological distance calculations, time scale conversions, or astronomical data processing.

Main application building orchestrator. Creates full-stack applications

Pre-computed action manuals for browser automation. Agents receive structured page information instead of parsing entire HTML.

Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

Systematically evaluate your LLM application with TruLens

Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

Analyze cell-cell communication in spatial transcriptomics data using ligand-receptor analysis with Squidpy. Infer intercellular signaling, identify communication pathways, and visualize interaction networks. Use when analyzing cell-cell communication in spatial context.

Identify spatial domains and tissue regions in spatial transcriptomics data using Squidpy and Scanpy. Cluster spots considering both expression and spatial context to define anatomical regions. Use when identifying tissue domains or spatial regions.

Build spatial neighbor graphs for spatial transcriptomics data using Squidpy. Compute k-nearest neighbors, Delaunay triangulation, and radius-based connectivity for downstream spatial analyses. Use when building spatial neighborhood graphs.

Compute spatial statistics for spatial transcriptomics data using Squidpy. Calculate Moran's I, Geary's C, spatial autocorrelation, co-occurrence analysis, and neighborhood enrichment. Use when computing spatial autocorrelation or co-occurrence statistics.

Visualize spatial transcriptomics data using Squidpy and Scanpy. Create tissue plots with gene expression, clusters, and annotations overlaid on histology images. Use when visualizing spatial expression patterns.

Build tensorflow model trainer operations. Auto-activating skill for ML Training. Triggers on: tensorflow model trainer, tensorflow model trainer Part of the ML Training skill category. Use when working with tensorflow model trainer functionality. Trigger with phrases like "tensorflow model trainer", "tensorflow trainer", "tensorflow".

Direct Preference Optimization (DPO) for aligning models with preference data without separate reward models. Triggers: dpo, preference optimization, rlhf, ref_model=none, patchdpotrainer, dpotrainer.

Route AI/ML tasks to correct Yzmir pack - frameworks, training, RL, LLMs, architectures, production

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

Analyze the codebase to create a concise, LLM-optimized structured overview in .agent/map.md.

Expert quantitative analyst specializing in financial modeling, algorithmic trading, and risk analytics. Masters statistical methods, derivatives pricing, and high-frequency trading with focus on mathematical rigor, performance optimization, and profitable strategy development.

Research a topic across the knowledge base before implementation. Searches L-docs, patterns, PROJECT_PLANs, SOPs, and governance for relevant context.

Process YouTube analytics to extract actionable insights

Calculate NFT rarity scores and rank tokens by trait uniqueness. Use when analyzing NFT collections, checking token rarity, or comparing NFTs. Trigger with phrases like "check NFT rarity", "analyze collection", "rank tokens", "compare NFTs".

Identify unusual patterns, outliers, and anomalies in data using statistical methods, isolation forests, and autoencoders for fraud detection and quality monitoring

Apply systematic problem-solving techniques when stuck. Use for complexity spirals, innovation blocks, recurring patterns, assumption constraints, simplification cascades, scale uncertainty.

Evaluate product desirability, market positioning, and emotional resonance—the complement to friction analysis. Assess whether users will WANT a product (not just use it), identity fit, trust signals, and value proposition clarity. Activate on "will they like it", "market positioning", "appeal analysis", "product desirability", "value proposition", "why would someone choose this", "landing page review", "conversion optimization", "messaging strategy". NOT for UX friction analysis (use ux-fric...

Comprehensive systematic search using MeSH and synonyms. Triggers: 系統性搜尋, 完整搜尋, 文獻回顧, systematic search, comprehensive, MeSH expansion, 同義詞

Reactome pathway enrichment using ReactomePA package. Use when analyzing gene lists against Reactome's curated peer-reviewed pathway database. Performs over-representation analysis and GSEA with visualization and pathway hierarchy exploration.