Data & Analytics Skills

Azure Database for PostgreSQL management. Schema design, query optimization, Citus distributed tables, and pgvector setup.

Ad intelligence & app analytics assistant. Search ad creatives, analyze apps, view rankings, track downloads/revenue, and get market insights via api.admapix...

Transforms raw data and analysis into polished, structured reports in Markdown, HTML, or PDF format with executive summaries and visualizations.

Analyzes Excel and CSV files to produce statistical summaries, pivot tables, charts, and actionable insights without leaving your AI workflow.

Profiles, cleans, and standardizes messy datasets by detecting and fixing inconsistencies, outliers, duplicates, and formatting issues.

Reviews Solidity and Vyper smart contracts for security vulnerabilities, gas optimization opportunities, and best practice compliance following industry audit standards.

Analyzes SQL queries for performance issues, rewrites slow queries, recommends index strategies, and explains execution plans across PostgreSQL, MySQL, and SQLite.

Integrate payment gateways (Stripe, PayPal, Adyen) with checkout flows, subscription billing, webhook reconciliation, and PCI compliance guidance.

Reshapes, merges, filters, and transforms JSON data structures using declarative mappings with schema validation and diff output.

Create and execute Jupyter notebooks for data analysis

Build operational metrics dashboards with Grafana, Prometheus, or Recharts displaying real-time KPIs, time-series charts, and configurable alerts.

Analyze investment portfolios with performance attribution, risk metrics, correlation matrices, benchmark comparison, and rebalancing recommendations.

Generates data visualizations, charts, and dashboards using Python (matplotlib, plotly, seaborn), JavaScript (D3, Chart.js), and BI tool configurations.

Optimizes Python pandas workflows by writing efficient DataFrame operations, fixing common performance pitfalls, and converting between pandas, polars, and SQL.

Design and implement A/B tests with proper statistical methodology, sample size calculation, feature flags, and significance testing for conversion optimization.

Designs and implements ETL/ELT data pipelines using Python, SQL, and orchestration tools like Airflow, dbt, and Prefect for batch and streaming workflows.

Build data quality validation pipelines with schema enforcement, anomaly detection, referential integrity checks, and data quality reports.

Designs relational and NoSQL database schemas with proper normalization, indexing strategies, migration scripts, and entity-relationship diagrams.

Google Analytics 4, Search Console, and Indexing API toolkit. Analyze website traffic, page performance, user demographics, real-time visitors, search queries, and SEO metrics. Use when the user asks to: check site traffic, analyze page views, see traffic sources, view user demographics, get real-time visitor data, check search console queries, analyze SEO performance, request URL re-indexing, inspect index status, compare date ranges, check bounce rates, view conversion data, or get e-commerce revenue. Requires a Google Cloud service account with GA4 and Search Console access.

Collects data from REST and GraphQL APIs with pagination, rate limiting, error handling, authentication, and output normalization into structured formats.

Creates professional invoices, receipts, and billing documents in PDF format with customizable templates, tax calculations, and multi-currency support.

Professional data visualization using Python (matplotlib, seaborn, plotly). Create publication-quality static charts, statistical visualizations, and interac...

Analyzes financial data from bank exports and spreadsheets to generate spending reports, budget variance analysis, and savings optimization recommendations.

Build ROI calculation models for software projects, marketing campaigns, and infrastructure investments. Produces sensitivity analysis, payback period, NPV, and IRR with interactive spreadsheet outputs.

HF Hub CLI for models, datasets, repos, and compute jobs

Create and manage datasets with configs and SQL querying

Model evaluation with vLLM/lighteval and eval tables

Train models with TRL: SFT, DPO, GRPO, GGUF conversion

Transforms, cleans, and converts data between CSV, JSON, Excel, and other tabular formats with column mapping, type casting, and validation.

Access protein structure predictions from AlphaFold DB

Fetch and analyze Federal Reserve economic data series

Add Google Analytics 4 tracking to any project. Detects framework, adds tracking code, sets up events, and configures privacy settings.

This skill should be used when the user asks to "generate SEO report", "performance report", "traffic report", "SEO dashboard", "report to stakeholders", "sh...

Complete Qlik Cloud analytics platform integration with 37 tools. Health checks, search, app management, reloads, natural language queries (Insight Advisor), automations, AutoML, Qlik Answers AI, data alerts, spaces, users, licenses, data files, and lineage. Use when user asks about Qlik, Qlik Cloud, Qlik Sense apps, analytics dashboards, data reloads, or wants to query business data using natural language.

Reads text files from workspace/paths and generates concise summaries. Handles logs, reports, CSVs, multi-line content.

Automated business intelligence reports pulling data from Google Analytics GA4, Google Search Console, Stripe revenue, social media metrics (Twitter/X, Linke...

Plan and manage the finances of a solopreneur business. Use when creating budgets, forecasting revenue and expenses, building a P&L, planning for cash flow, setting financial targets, or preparing for financial decision-making. Covers budgeting frameworks, cash flow management, profit margins, expense tracking categories, and financial dashboards. Trigger on "financial plan", "budget my business", "cash flow planning", "P&L", "profit and loss", "financial projections", "how much do I need", "business finances", "financial forecast".

Manage Cloudflare via API — DNS zones and records, page rules, SSL/TLS settings, caching, firewall rules, Workers, and analytics. Free tier includes DNS, CDN, DDoS protection, and SSL.

Query Google Analytics 4 (GA4) data directly via the Analytics Data API. Use when you need website analytics like top pages, traffic sources, sessions, users...

Generate beautiful images for WeChat articles (covers, comparisons, charts) with zero token cost. Use when user needs images for social media posts, article...

Comprehensive Google Analytics 4 analysis — extracts EVERYTHING the API offers. Health scores, scroll depth, cohorts, demographics, and more.

Query, analyze, and manage Matomo Analytics with API integration, custom reports, and goal tracking.

Visualize interior design transformations using each::sense AI. Redesign rooms, change styles, update color schemes, and preview renovations from photos of y...

image to pdf — data & analytics tool. Supports Excel, OCR.

Content Analytics — data & analytics tool.

Web scraping, search, and browsing toolkit for AI agents. Scrape pages, search the web, browse interactive sites.