Data skills

This skill guides creating and modifying dbt semantic layer components, including models, entities, dimensions, and metrics, with validation and spec guidance.

This skill enables semantic search and SQL-like queries across your Obsidian vault, surfacing related notes and frontmatter metadata.

This skill analyzes task dependencies to identify blockers, bottlenecks, and optimal resolution order for parallel work.

This skill bulk extracts content from a website by crawling links to a defined depth, filters paths, and returns structured results.

This skill helps you extract structured data from complex websites by autonomously navigating pages and returning JSON with a defined schema.

This skill helps you find and extract web content by performing targeted searches and optionally scraping full pages for rich results.

This skill streamlines web data gathering by using firecrawl to fetch, crawl, and extract structured, LLm-ready results from any URL.

This skill helps you design multi-tenant database schemas, choose a suitable platform, and implement secure, scalable data patterns for SaaS.

This skill helps bootstrapped SaaS founders reduce churn and maximize lifetime value through onboarding, value delivery, and win back strategies.

This skill helps you estimate Tinker fine-tuning costs by tokenizing datasets with the correct tokenizer and applying model-specific pricing.

This skill guides ideation and implementation of neuro-symbolic reasoning, combining LLMs with symbolic solvers to design experiments or integrate solvers.

This skill conducts a literature review and crafts a CS research proposal by identifying assumptions, proposing alternatives, and outlining testable validation.

This skill queries and manages the unified project knowledge graph to surface relevant knowledge and memories across tasks, SOPs, and concepts.

This skill generates clean, data-focused HTML dashboards from compact JSON or markdown specs using mviz and ECharts.

This skill guides you through root cause analysis using the Five Whys technique to uncover underlying issues and drive effective fixes.

This skill helps you visualize complex dependencies and architectures using graph-thinking to map relationships and non-linear problem solving for clearer

This skill helps you structure complex questions into testable hypotheses for MECE coverage, enabling faster validation of ideas and experiments.

This skill helps you apply Jobs-to-be-Done insights to shape product strategy, conduct research interviews, write user stories, and identify true competition.

This skill converts slow client-side data fetching to server-side rendering with React Server Components to speed up initial load and improve SEO.

This skill validates Unicode handling in prompts and responses, ensuring emojis and multilingual content are parsed and preserved.

This skill generates comprehensive medical imaging literature reviews following a structured seven-phase workflow, ensuring systematic citations, method