Анализ данных и генерация отчётов

★ 7.3 · content

analyze is a Claude Code skill that answers data questions ranging from a single metric lookup to a comprehensive stakeholder report. It classifies the request by complexity, explores the connected data warehouse schema, then writes and executes SQL; when no warehouse MCP server is available, it asks the user to supply data as pasted results, a CSV, or an Excel file. Before surfacing any findings, the skill runs built-in validation checks — row counts, null values, aggregation logic, and time-series continuity — and flags anomalies rather than silently passing them through. Results are delivered in one of three formats: a direct answer with the query attached, a full analysis led by the key insight, or a formal report with executive summary, methodology, caveats, and recommendations. Where a chart communicates better than a table, the skill delegates to data-visualization to produce Python plots or an HTML dashboard.