Data

Session Trends analyzes session metrics over 7-day, 30-day, and all-time windows, then compares them with MEMORY.md baselines. Use it to track friction, adoption, and other progress signals over time.

Skill Monitor analyzes session metrics to measure how each skill performs over time. It shows usage, friction, outcomes, and flags skills that may need routing or behavior improvements.

Data Analyze responde perguntas sobre dados do workspace, de consultas rápidas a análises completas e relatórios formais. Use quando precisar buscar métricas, investigar tendências, comparar segmentos ou preparar um relatório para stakeholders.

Data Build Dashboard creates a self-contained HTML dashboard with charts, filters, KPI cards, and tables. Use it when you need a shareable executive view or monitoring snapshot from query results or pasted data.

Data Create Viz cria visualizações de dados em Python a partir de queries, DataFrames, CSVs ou dados colados. Use quando precisar escolher e gerar um gráfico para análise, relatório, apresentação ou visualização interativa.

Data Explore profiles a table or uploaded file to show structure, null rates, distributions, duplicates, and suspicious values. Use it before analysis to understand data quality and choose useful dimensions, metrics, and joins.

Data Statistical Analysis aplica estatísticas descritivas, análise de tendências, detecção de outliers e testes de hipótese em dados do workspace. Use ao analisar MRR/churn, testar mudanças de produto, detectar anomalias e interpretar resultados estatísticos.

Data Validate reviews an analysis for methodology, calculation accuracy, and bias before it is shared. Use it to spot-check SQL results, aggregation logic, charts, and whether conclusions are supported by the data.

Data Write Query escreve SQL otimizado em PostgreSQL a partir de uma descrição em linguagem natural. Use para montar consultas com CTEs, joins, agregações e ajustes de performance no stack Evolution, ou em dialetos como Snowflake e BigQuery.

DB Mongo queries MongoDB databases configured in .env using a labeled connection or numeric index. Use it to explore collections, run read-only finds and aggregations, or audit data; writes are blocked unless enabled for that connection.

MySQL Database Query runs read-only SQL against MySQL or MariaDB connections defined in .env. Use it to query, explore schema, or audit data by label or index, with writes blocked unless enabled per connection.

Postgres Query runs read-only SQL against PostgreSQL connections configured in .env and picks a database by label or index. Use it to inspect, explore, or audit data, with writes blocked unless enabled for that connection.