Analytics skills

This skill helps you manage production-grade vector search with Pinecone, delivering low-latency, serverless indexing and hybrid search capabilities.

This skill helps you train and analyze Sparse Autoencoders with SAELens to extract interpretable, monosemantic features from neural activations.

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

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

This skill optimizes LLM data curation with GPU-accelerated, multi-modal cleaning, deduplication, and PII redaction to improve training data quality.

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

This skill guides researchers through structured ideation frameworks to uncover high-impact research directions, offering actionable prompts and evaluation

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

This skill helps you visualize training metrics, debug models, compare experiments, and profile performance with TensorBoard.

This skill helps apply marketing psychology and mental models to improve buying decisions, messaging, and ethical experiments across campaigns.

This skill helps you discover proven SaaS marketing ideas tailored to your stage, audience, and budget, accelerating growth with actionable implementations.

This skill helps you craft value-based SaaS pricing, packaging, and monetization strategies that maximize growth and customer willingness to pay.

This skill helps plan and evaluate free marketing tools that generate leads, boost SEO, and build brand awareness.

This skill helps you plan a data-driven content strategy that drives traffic, builds authority, and generates leads through searchable and shareable content.

This skill helps you create and maintain a comprehensive product marketing context document used by all marketing skills to avoid duplication.

This skill helps you create comprehensive competitor comparison and alternative pages that boost SEO and sales enablement.

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 audit and manage dependencies across projects, uncover vulnerabilities, ensure license compliance, and plan safe upgrades.

This skill analyzes site SEO health, identifies issues, and provides actionable recommendations to improve organic performance and rankings.

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