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Prompts

This directory contains pre-defined prompts that provide comprehensive instructions for LLMs working with the Cloudaware Compliance Engine v2 policy repository.

Available Prompts​

Working With Policies​

Use this when: Working without MCP (Model Context Protocol) tools.

This prompt provides complete instructions for:

  • Creating and testing compliance policies
  • Using the repo-manager CLI tool
  • Working with the repository structure and conventions
  • Manually discovering types and fields using local files
  • Converting SOQL to BigQuery and executing queries

Best for: Environments where MCP tools are not available or when working with standard LLM interfaces.

Working With Policies (cloudaware-mcp)​

Use this when: The cloudaware-mcp MCP server is available.

This enhanced prompt includes all capabilities from the basic version, plus:

  • Schema discovery using MCP tools (search_types, search_fields)
  • Field value analysis with analyze_field to understand actual data
  • Relationship mapping with get_relationship_graph
  • Direct BigQuery execution with execute_query
  • Faster, more efficient type and field discovery

Best for: Claude Code, Claude Desktop, or other MCP-enabled environments with the CloudAware MCP server configured.

How to Use​

Attach the appropriate prompt to your LLM request using the @ sign:

@prompts/policies-repo-only.md

or

@prompts/policies-with-mcp.md

The LLM will then follow the comprehensive guidelines in the prompt to help you create policies, debug logic, query data, and manage the repository.