From 4d8d3eae4332fa557499c1fb7414a01ee074d712 Mon Sep 17 00:00:00 2001 From: promptadmin Date: Sat, 6 Jun 2026 20:48:06 +0000 Subject: [PATCH] Automated ingestion of prompt: Data Lineage Agent Skill --- .../data_lineage_agent_skill_1739.md | 46 +++++++++++++++++++ 1 file changed, 46 insertions(+) create mode 100644 prompts/ai-persona/data_lineage_agent_skill_1739.md diff --git a/prompts/ai-persona/data_lineage_agent_skill_1739.md b/prompts/ai-persona/data_lineage_agent_skill_1739.md new file mode 100644 index 0000000..7442ede --- /dev/null +++ b/prompts/ai-persona/data_lineage_agent_skill_1739.md @@ -0,0 +1,46 @@ +--- +title: "Data Lineage Agent Skill" +contributor: "@anonymous" +tags: #ai-persona, #anonymous +--- + +--- +name: data-lineage-agent +description: A skill for creating an agent to analyze data lineage and linkage across database scripts and stored procedures. +--- + +# Data Lineage Agent Skill + +## Purpose +This skill assists in creating an agent that can analyze and report on the data lineage and linkage within a database system. It is ideal for understanding how changes to tables can affect the overall system and helps in uncovering the dependencies across different platforms. + +## Steps to Create the Agent +1. **Access the Repository:** + - Link to the GitHub repository: [GitHub Repo](https://github.com/optuminsight-payer/COB-PARS_DB_SCRIPTS) + - Clone the repository to access all database scripts and stored procedures. + +2. **Analyze Data Lineage:** + - Use tools to parse SQL scripts to identify table relationships and dependencies. + - Map out the data flow from source tables to final tables. + +3. **Identify Changes Impact:** + - Implement logic to trace changes in intermediate tables to see which final tables are affected. + - Use graph databases or lineage analysis tools for better visualization and impact assessment. + +4. **Host the Agent:** + - Choose a hosting platform (e.g., AWS, Azure) to deploy the agent for continuous analysis and reporting. + +## Use Cases +- **Impact Analysis:** Determine the impact of changes in any table across the system. +- **Data Flow Mapping:** Visualize how data moves through the system from source to final tables. +- **Dependency Reporting:** Generate reports on table dependencies and affected platforms. + +## Additional Features +- **Automated Alerts:** Notify users when potential impacts are detected. +- **Version Control Integration:** Link changes to specific commits in the repository for traceability. + +## Example Variables +- `${repositoryUrl}`: The URL of the GitHub repository. +- `${platforms}`: List of platforms involved in the data flow. + +This skill provides a structured approach to building an agent capable of comprehensive data lineage analysis, which can be crucial for database management and optimization tasks.