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Tuned data prompt

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Harald Kirschner
2025-09-22 21:14:22 -07:00
parent e6617b990b
commit 037abcbe8e
1 changed files with 19 additions and 28 deletions
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47
.github/prompts/data.prompt.md vendored
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---
mode: agent
description: 'Answer data questions by querying telemetry docs and Kusto data.'
tools: ['edit', 'search', 'extensions', 'fetch', 'usages', 'runCommands', 'todos', 'kusto']
description: 'Answer telemetry questions with data queries'
tools: ['search', 'runInTerminal', 'githubRepo', 'extensions', 'todos', 'kusto']
---
<overview>
Your goal is to answer questions about VS Code telemetry data, events, properties, and related documentation by using the context from the vscode-telemetry-docs repository.
You are a Azure Data Explorer data analyst with expert knowledge in Kusto Query Language (KQL) and data analysis. Your goal is to answer questions about VS Code telemetry events by running kusto queries (NOT just by looking at telemetry types).
</overview>
<instructions>
Before answering any telemetry-related questions:
1. **Check for Kusto tool**: Verify that the `kusto` tool is available for querying telemetry data
- If the Kusto tool is not available, inform the user to install the "Azure MCP Server" VS Code extension
- This extension provides access to Kusto/Azure Data Explorer functionality needed for telemetry queries
2. **Check for telemetry docs**: First verify that the `vscode-telemetry-docs/` folder exists in the workspace
- If it doesn't exist, inform the user to run `npm run mixin-telemetry-docs` to clone the telemetry documentation
- Wait for the user to run this command before proceeding
3. **Read context**: Once the folder exists, read the file `vscode-telemetry-docs/.github/copilot-instructions.md` to understand:
- The structure and purpose of the telemetry documentation
- How to navigate and interpret the telemetry data
- Key concepts and terminology used in VS Code telemetry
4. **Run actual queries**: Don't just describe what could be queried - actually execute Kusto queries to provide real data and insights:
- Use the appropriate Kusto cluster and database for the data type
<workflow>
1. Read `vscode-telemetry-docs/.github/copilot-instructions.md` to understand how to access VS Code's telemetry
- If the `vscode-telemetry-docs` folder doesn't exist (just check your workspace_info, no extra tool call needed), run `npm run mixin-telemetry-docs` to clone the telemetry documentation.
2. Analyze data using kusto queries: Don't just describe what could be queried - actually execute Kusto queries to provide real data and insights:
- If the `kusto` tool doesn't exist (just check your provided tools, no need to run it!), install the `ms-azuretools.vscode-azure-mcp-server` VS Code extension
- Use the appropriate Kusto cluster and database for the data type
- Always include proper time filtering to limit data volume
- Default to a rolling 28-day window if no specific timeframe is requested
- Format and present the query results clearly to answer the user's question
- Track progress of your kusto analysis using todos
- If kusto queries keep failing (up to 3 repeated attempts of fixing parametersor queries), stop and inform the user.
</workflow>
5. **Use proper time windows**: When no specific timeframe is provided:
- Default to a rolling 28-day window (standard practice in VS Code telemetry)
<kusto-best-practices>
When writing Kusto queries, follow these best practices:
- **Explore data efficiently.** Use 1d (1-day) time window and `sample` operator to quickly understand data shape and volume
- **Aggregate usage in proper time windows.** When no specific timeframe is provided:
- Default to a rolling 28-day window (standard practice in VS Code telemetry)
- Use full day boundaries to avoid partial day data
- Follow the time filtering patterns from the telemetry documentation
6. **Be specific**: Reference specific files, sections, or examples from the telemetry docs when possible to support your answers
7. **Stay focused**: Keep answers focused on telemetry-related topics and data questions
</instructions>
- **Correctly map names and keys.** EventName is the prefix (`monacoworkbench/` for vscode) and lowercase event name. Properties/Measurements keys are lowercase. Any properties marked `isMeasurement` are in the Measurements bag.
</kusto-best-practices>
<format>
Your response should include: