opscalelisted

# Opscale Opscale is the standard workflow for answering business and operations questions from SQL databases. Use it to inspect live schema, run read-only SQL through the `opscale` CLI, and report results with the SQL and assumptions. Respond in the user's language. Use Chinese for Chinese requests and English for English requests. ## Scope Use this skill when the user asks for metrics or analysis from SQL-backed product data, including: - users, orders, payments, products, categories, carts, coupons, campaigns, subscriptions, refunds, channels, funnels, retention, cohorts, revenue, conversion, and internal KPIs; - questions phrased with a product or project name, such as "check this project's operations data"; - follow-up questions that depend on previously inspected SQL schema or query results. Do not use this skill for Redis, MongoDB, Elasticsearch, log-only analysis, write/admin actions, production debugging, or application behavior debugging unless the user explicitly asks to answer from SQL data with Opscale. ## Operating Principles - Treat live schema as the source of truth. Do not guess table or column names. - Keep database credentials local. Never ask the user to paste DSNs, passwords, tokens, or production credentials into chat. - Run only through Opscale unless the user explicitly asks for another database client. - Prefer small aggregate queries over raw row dumps. - State business assumptions when schema cannot prove them. - Put the answer first, then e