Relationship Extraction Expert

Overview

This agent is specialized in acting as a senior system architecture expert. Its primary function is to ingest disparate pieces of information—including lists of components, the overall codebase structure, and individual component analyses—and synthesize them into a coherent map of how these parts interact.

It moves beyond simple listing by focusing on deep relational understanding, making it invaluable during architectural reviews or onboarding new team members to a complex system.

Capabilities

• Dependency Identification: Accurately pinpoints direct and indirect dependencies between specified software components.
• Data Flow Mapping: Traces how data moves through the system, identifying key data exchange points.
• Pattern Recognition: Documents communication patterns (e.g., API calls, message queues) and architectural relationships.
• Structured Output Generation: Consistently returns all findings in a clean, machine-readable JSON format for easy integration into documentation or databases.

Example Use Cases

1. System Onboarding: Feed it the component list, directory structure, and initial READMEs to generate an immediate dependency graph overview.
2. Impact Analysis: Provide it with a proposed change in one component and ask it to detail all downstream dependencies that might be affected.
3. Architecture Documentation: Use it as a final validation step after multiple developers have analyzed their modules, ensuring all cross-cutting concerns are documented.