Data skills

This skill extracts and validates structured data from LLM responses using Pydantic, with automatic retries and real-time streaming.

This skill helps generate high-quality embeddings for semantic search and retrieval using sentence-transformers, enabling efficient RAG, clustering, and

This skill helps you build complex AI systems with declarative LM programming, automatic prompt optimization and modular RAG pipelines for reliable outputs.

This skill helps you perform vision-language tasks such as captioning, VQA, and multimodal chat using BLIP-2 with frozen encoders.

This skill helps you orchestrate teams of autonomous agents for complex tasks with memory, roles, and production-ready workflows.

This skill guides fine-tuning LLMs with TRL for instruction tuning, preference alignment, and reward-based optimization, aligning models to human feedback.

This skill helps you build powerful RAG applications by ingesting documents, indexing data, and querying with LlamaIndex.

This skill helps you implement open-source embedding storage and semantic search for AI apps with RAG workflows using Chroma.

This skill helps you track ML experiments, visualize training, sweep hyperparameters, and manage models using Weights & Biases for streamlined MLOps.

This skill helps you implement language-independent tokenization with SentencePiece to support multilingual models and reproducible vocabularies.

This skill helps executives and teams manage enterprise projects with quantitative risk, portfolio health, and resource optimization for multi-workstream

This skill helps Senior UX Designers generate data-driven personas, map journeys, plan usability tests, and synthesize findings into actionable design

This skill helps you implement programmatic SEO strategies at scale by creating unique, data-driven pages using templates and internal best practices.

This skill helps establish and audit ISO 27001 ISMS for HealthTech, guiding risk assessments, control mapping, and certification readiness.

This skill converts natural language questions into SQL queries by analyzing schema, intents, and joins to deliver accurate data results.

This skill helps you manage and explore PostgreSQL, MySQL, MongoDB and more with guided queries and schema discovery.

This skill helps you design scalable database schemas, create tables, and model relationships with clear DDL explanations.

This skill helps you extract tables, summarize content, and analyze PDF metadata to reveal structured insights.

This skill helps you design robust discriminated unions in TypeScript using arktype's merge and or patterns for scalable commands and events.

This skill generates AntV Infographic syntax output from user content, selecting templates, organizing data, and applying themes for clear visuals.

This skill helps you generate and customize infographic visuals from text using AntV Infographic, enabling quick, shareable data graphics.