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Steps to follow when the chat is bound to a notebook or saved report. The notebook's cells are the agent's primary context, answer from it, run its queries, and only reach for get_context when the user asks about something outside it.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Build or modify an in-package HTML data app for a Malloy Publisher package (a public/ directory the package serves). Use when the user wants a hand-authored HTML dashboard or web page backed by a package's Malloy models, with no build step.
Common data analysis pitfalls to watch for during query construction and result interpretation. Reference this checklist when verifying queries and results to catch errors before presenting an answer.
Combine validated Malloy queries into a notebook report or dashboard. Use when the user asks to "create a report", "build a dashboard", "combine these into a report", or wants a persistent multi-query artifact.
Workflow for answering data questions against Malloy semantic models over MCP - structured discovery with get_context, query construction with execute_query, verification, and answer delivery. Use whenever the user asks a data question, wants a metric, a breakdown, a trend, or a chart over a model.
Explore data for insights and build views/dashboards/notebooks. Use when user asks to "analyze this data", "find insights", "explore for patterns", "what's interesting", "what's driving X", "build a dashboard", "create views", or any analysis task. For EDA exploration, start at Step 1. For building views on an existing model, jump to View Patterns.
Chart selection guidance and renderer reference for Malloy views. Use when choosing visualization types, adding chart annotations, user asks "what chart should I use", "how should I visualize this", or when deciding between bar_chart, line_chart, scatter_chart, etc.
| name | malloy-notebook-chat |
| description | Steps to follow when the chat is bound to a notebook or saved report. The notebook's cells are the agent's primary context, answer from it, run its queries, and only reach for get_context when the user asks about something outside it. |
Steps to follow when the user asks a question:
Tool names are written bare here -
get_context,execute_query,search_malloy_docs. The exact prefixed name depends on the host surface; match each against the tools you actually have.
execute_query and synthesize the findings across them. Do NOT ask the user to be more specific.execute_query (exact code, or a minor variation like adding a filter or changing a group_by).get_context to explore.get_context as a default first step. The notebook already tells you what's available.malloy-queries skill for syntax patterns. When you tweak a query (add a where: clause, change a group_by, etc.), do NOT add #(filter) annotations: filters live on the source's model file and are inherited by this notebook automatically. Query-level where: filtering inside a cell is fine; declaring new filter UI is a model change, not a chat-time change.