Developers struggle with serverless database connection management and ORM configuration. This skill provides proven patterns for Neon Postgres with Prisma and Drizzle integration.

Building reliable ML pipelines requires orchestrating data preparation, training, validation, and deployment stages while maintaining reproducibility and monitoring. This skill provides proven patterns and best practices for creating end-to-end MLOps workflows that scale from prototype to production.

Deploying machine learning models to production requires expertise in serving, monitoring, and infrastructure that many teams lack. This skill provides battle-tested patterns for building reliable, scalable ML systems using modern frameworks like PyTorch 2.x and TensorFlow.

Machine learning teams struggle to productionize models with proper infrastructure and monitoring. This skill orchestrates specialized AI agents to design complete ML pipelines from data engineering through deployment and continuous monitoring.

Measuring LLM performance is complex and error-prone. This skill provides systematic evaluation frameworks combining automated metrics, human judgment, and statistical testing to validate AI application quality.

Create effective KPI dashboards that clearly communicate business performance. This skill provides frameworks, visualization patterns, and SQL templates for building executive, departmental, and operational dashboards.

Pure vector or keyword search alone often misses relevant results. This skill provides proven patterns for combining both approaches to achieve superior retrieval accuracy.

Manually pulling GA4 reports is time-consuming. This skill automates Google Analytics reporting through Rube MCP, letting you run standard reports, batch reports, pivot tables, and funnel analysis with simple commands.

Extract deep content from websites including text, screenshots, and PDFs using the Firecrawl API. Perfect for building datasets, monitoring competitors, or automating research.

This skill enables Claude to work with text-to-speech and speech-to-text capabilities using fal.ai audio models, providing patterns and guidance for audio generation and transcription tasks.

Agents require different evaluation approaches than traditional software. This skill provides frameworks to measure agent quality, track improvements, and validate context engineering choices.

This skill helps developers choose and implement the right embedding models for vector search, providing code templates for OpenAI, Sentence Transformers, and domain-specific pipelines.

Analytics teams struggle with inconsistent data models and poor documentation. This skill provides proven patterns for organizing dbt projects with proper testing, documentation, and incremental processing.

Ensure reliable data pipelines with comprehensive validation using Great Expectations, dbt tests, and data contracts. Reduce data incidents and build trust in your analytics with production-ready quality patterns.

Designing production-ready data pipelines is complex and error-prone. This skill provides proven architectural patterns and implementation guidance for ETL, streaming, and lakehouse systems.

Streamline database development with a structured workflow covering design, migrations, optimization, and data pipelines. Eliminate ad-hoc approaches with proven phases for SQL and NoSQL systems.

Build custom charts, graphs, and network visualizations with precise control. This skill helps you create publication-quality interactive graphics using D3.js for any JavaScript framework.

Building AI agents for crypto business development requires systematic token evaluation and outreach pipelines. This skill provides production-tested patterns for multi-chain scanning, 100-point scoring with wallet forensics, and human-in-the-loop pipeline management.

This skill helps AI assistants recover and reconstruct project context across complex workflows, enabling seamless continuation of long-running tasks without losing critical information.

Build high-performance analytical systems with ClickHouse column-oriented database. Learn proven patterns for query optimization, materialized views, and real-time data pipelines.