One-click install
npx skills add https://github.com/PixelDroid19/Data-Management-Analyst --skill sdd-apply-pixeldroid19
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: sdd-apply
Source: https://github.com/PixelDroid19/Data-Management-Analyst/tree/main/skills/sdd-apply
Command: npx skills add https://github.com/PixelDroid19/Data-Management-Analyst --skill sdd-apply-pixeldroid19

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and scripts (resource) components.

What problem does it solve?

This Skill reconstructs the actual end-to-end data flow within an application, connecting UI elements to backend services with verifiable code evidence, thereby demystifying complex or legacy systems.

Core Features & Use Cases

  • End-to-End Flow Tracing: Maps the complete journey from user interface interactions to backend API calls and data transformations.
  • Code Evidence Verification: Grounds all findings in specific code snippets, method calls, and configuration details.
  • Service Call Chain Documentation: Details the sequence, parameters, and data flow between interconnected services.
  • Use Case: Automatically document a critical Data Manager (DM) flow, from a user clicking a button on a web page to the final backend service response, ensuring new developers can quickly understand and maintain the system.

Quick Start

Execute the DM investigation end-to-end and reconstruct the real flow with code evidence.

Frequently Asked Questions about sdd-apply

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I trace data flow from UI to backend services with code evidence?

Trace data flow from UI to backend services by executing end-to-end Data Manager investigations that map host pages, channels, payloads, and service calls. Reconstruct the real application flow by analyzing source code like adapters and providers to verify parameter usage and service chain order.

What is the best way to document backend service call chains for developer onboarding?

Document backend service call chains by reconstructing application flows with verifiable code snippets and configuration details. Map the sequence and data flow between interconnected services to ensure new developers can quickly understand and maintain critical Data Manager systems.

How does reverse engineering legacy application data flow work?

Reverse engineering legacy application data flow works by tracing connections from visible UI elements through host pages and channels down to backend API calls. It requires detailed source code analysis of Data Managers, adapters, and providers to verify usage and reconstruct actual payloads.

Can I map UI interactions to backend API calls automatically?

You can map UI interactions to backend API calls by running end-to-end DM investigations that trace the complete journey from user clicks to final service responses. The process grounds all findings in specific method calls and configuration details to verify parameter flow.

Do I need source code access to reconstruct application data flow?

Source code access is required to reconstruct application data flow because the process depends on detailed analysis of Data Managers, adapters, and providers. Verifying parameter flow and service chain order demands direct inspection of code snippets and configuration details.

What are the limitations of tracing parameter flow through adapters and providers?

Tracing parameter flow through adapters and providers is limited by the complexity of interconnected service chains and legacy code structures. If source code is obfuscated or missing configuration details, reconstructing accurate payloads and verifying end-to-end usage becomes significantly harder.