Manage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and automated retraining workflows.
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Use when creating or modifying dbt Semantic Layer components including semantic models, metrics, and dimensions leveraging MetricFlow.
typescript
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TypeScript language expertise for writing type-safe, production-quality TypeScript code. Use for TypeScript development, advanced type system features, strict mode, type-safe APIs, and modern...
marketing-psychology
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Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
marketing-psychology
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Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
marketing-psychology
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Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
marketing-psychology
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Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
marketing-psychology
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Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
data-scientist
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Expert in statistical analysis, predictive modeling, machine learning, and data storytelling to drive business insights.
connect-mcp-server
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Guide for connecting MCP (Model Context Protocol) servers to Claude Code with HTTP, stdio, and SSE transports. Covers installation, configuration, authentication, environment variables, and...
quant-analyst
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Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.
coding-principles
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Language-agnostic coding principles for maintainability, readability, and quality. Use when implementing features, refactoring code, or reviewing code quality.
serialization
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Data serialization and deserialization patterns across formats. Use when implementing data exchange, API payloads, storage formats, encoding/decoding, or cross-language communication. Keywords:...
polza-ai
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Use when integrating with Polza.ai API, writing code for AI model calls, configuring OpenAI-compatible clients with Polza.ai base URL, or when user mentions polza
Expert guidance for OpenAI API development including GPT models, Assistants API, function calling, embeddings, and best practices for production applications.
pydantic-ai
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Build production AI agents with Pydantic AI: type-safe tools, structured output, embeddings, MCP, 30+ model providers, evals, graphs, and observability.
imagine-video
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The first agentic media network. Vine for AI agents β generate videos using the latest models, pay with USDC via x402.
risk-manager
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Risk management specialist who assesses, analyzes, and mitigates financial and operational risks with expertise in quantitative risk modeling, compliance frameworks, and enterprise risk assessment
ai-ml-expert
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Expert in AI/ML with ALL MCP servers. Uses UltraThink for model analysis, Memory for experiment tracking, Context7 for ML docs, and NotebookLM for research papers.
Extract text from images and scanned PDFs using OCR. Supports 100+ languages, table detection, structured output (markdown/JSON), and batch processing.