技能检索
senior-data-engineer
Data engineering skill for building scalable data pipelines, ETL/ELT systems, and data infrastructure. Expertise in Python, SQL, Spark, Airflow, dbt, Kafka, and modern data stack. Includes data modeling, pipeline orchestration, data quality, and DataOps. Use when designing data architectures, building data pipelines, optimizing data workflows, implementing data governance, or troubleshooting data issues.
umea-data
Query open data from Umeå kommun about locations, facilities, demographics, environment, and more.
amplitude-automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
yahoo-data-fetcher
Fetch real-time stock quotes from Yahoo Finance.
check-analytics
Audit existing Google Analytics implementation. Checks for common issues, missing configurations, and optimization opportunities.
linkdapi
Work with LinkdAPI Python SDK for accessing LinkedIn professional profile and company data. Use when you need to fetch profile information, company data, job listings, or search for people/jobs on LinkedIn. The skill uses uv script pattern for ephemeral Python scripts with inline dependencies.
senior-data-scientist
World-class senior data scientist skill specialising in statistical modeling, experiment design, causal inference, and predictive analytics. Covers A/B testing (sample sizing, two-proportion z-tests, Bonferroni correction), difference-in-differences, feature engineering pipelines (Scikit-learn, XGBoost), cross-validated model evaluation (AUC-ROC, AUC-PR, SHAP), and MLflow experiment tracking — using Python (NumPy, Pandas, Scikit-learn), R, and SQL. Use when designing or analysing controlled experiments, building and evaluating classification or regression models, performing causal analysis on observational data, engineering features for structured tabular datasets, or translating statistical findings into data-driven business decisions.
tabstack-extractor
Extract structured data from websites using Tabstack API. Use when you need to scrape job listings, news articles, product pages, or any structured web content. Provides JSON schema-based extraction and clean markdown conversion. Requires TABSTACK_API_KEY environment variable.
macro-regime-detector
Detect the current macro regime (Risk-On, Risk-Off, Inflationary, Deflationary, Stagflation) using multi-source intelligence. Combines Fear & Greed, DXY, yield curve, VIX, gold/BTC ratio, Reddit sentiment, and major news events. Use when you need macro regime analysis, risk-on vs risk-off determination, portfolio positioning advice, or crypto market context.